Use case library
Browse applied-AI use cases by industry and capability, each with workflow, architecture and pilot plan.
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- Banking
Account Opening Document Verification
Check OVDs, PAN, masked Aadhaar, photographs and entity documents in an account opening file against each other and against CKYC, with mismatches routed to an officer.
- Banking
Trade Finance Document Checking (LCs, Bills of Lading)
Examine LC presentations against the credit terms, UCP 600 and ISBP, and give trade operations a draft discrepancy list with every finding tied to a document and clause.
- Banking
Regulatory Return Preparation Assistant
Prepare RBI return workings from core banking and GL extracts, run validation and variance checks before upload, and draft explanations that reporting teams review and sign off.
- Banking
Customer Complaint Triage and Routing
Classify complaints from email, branches, social media and RBI CMS, spot urgent cases such as unauthorised transactions, route them to resolver teams and draft acknowledgements.
- Banking
Multilingual Voice Agent for Banking Service Requests
An inbound voice agent that authenticates callers and handles card blocking, statements, cheque books and status queries in Hindi, Hinglish and regional languages, with clean handover.
- Banking
Cheque Image and Signature Mismatch Flagging
Compare inward CTS cheque images with specimen signatures, mandates and Positive Pay data, and rank cheques by risk so verification officers look first where it matters.
- Banking
Branch Queue and Footfall Analytics
Turn existing branch CCTV into anonymous counts of footfall, queue length and counter wait times, so branch and regional managers can plan staffing and act on long queues.
- Banking
Red-Teaming for Bank Chatbots and Voice Agents
Adversarial testing of bank chatbots and voice agents for prompt injection, data leakage, account-takeover social engineering and unsafe advice, in English, Hindi and Hinglish.
- Banking
AI Governance Evidence Pack for Banks
Inventory the bank's AI and ML systems and assemble the evidence boards, auditors and supervisors ask for: purpose, data, testing, monitoring, incidents and accountable owners.
- Banking
Cross-Sell Lead Scoring and Personalised Outreach
Score existing customers for products they are likely to need from consented banking data, and draft compliant, personalised outreach that relationship managers review before sending.
- NBFCs & Lending
Loan Application Document Extraction
Read loan files from branches, DSAs and digital journeys, extract KYC, income and business fields into your LOS, and flag missing or inconsistent documents before credit review.
- NBFCs & Lending
Bank Statement Analysis for Underwriting
Analyse bank statements from PDFs, scans and Account Aggregator data to surface income, obligations, bounces and red flags, with every figure traceable to transactions.
- NBFCs & Lending
Property and Title Document Summarisation for Home Loans
Read sale deeds, encumbrance certificates, revenue records and approvals for home loans and LAP, build a chain-of-title summary and flag gaps for the advocate and credit team.
- NBFCs & Lending
Co-Lending and Portfolio File Audit
Check every loan file in a co-lending tranche, assignment pool or portfolio buyout against eligibility criteria and the loan system, listing missing documents and mismatches before money moves.
- NBFCs & Lending
Collections Voice Agent with Conduct Guardrails
A collections voice agent for early-bucket accounts that speaks Hindi, Hinglish and regional languages, captures promises to pay and disputes, and enforces conduct rules on every sentence.
- NBFCs & Lending
EMI Reminder and Payment-Link Agent (Voice + WhatsApp)
Pre-due EMI reminders and bounce follow-ups by WhatsApp and voice in the borrower's language, with UPI payment links, mandate help and receipts, before accounts reach collections.
- NBFCs & Lending
Field Collection Visit Photo Verification
Check geo-tagged photos from field collection visits for location, time, live capture and reuse, so collection managers can trust visit records and spot conduct problems early.
- NBFCs & Lending
Vehicle and Asset Inspection from Photos for Auto Loans
Check vehicle and equipment photos for used-vehicle, tractor and commercial vehicle loans: read chassis, engine and plate numbers, match them to RC and invoice, and flag damage and reuse.
- NBFCs & Lending
Conduct Testing for Collections Voice Agents
Test collections voice agents, in-house or vendor-built, for harassment, third-party disclosure, misrepresentation and vulnerable-borrower handling in Hindi and Hinglish, with audio evidence.
- NBFCs & Lending
Loan Lead Qualification Agent for DSA and Web Leads
Contact new loan leads from DSAs, aggregators and your website within minutes by voice or WhatsApp, check serviceability and basic fit with consent, and route ready applicants to sales.
- Insurance
Health Claim Document Extraction
Turn hospital bills, discharge summaries and investigation reports into structured, checked claim data, with uncertain fields routed to an assessor instead of guessed.
- Insurance
Pre-Authorisation Request Triage for TPAs
Read incoming cashless requests, check completeness, policy terms and tariffs, and put a prioritised, source-linked summary in front of the TPA medical officer.
- Insurance
Tampered and Fraudulent Document Detection
Score claim documents for signs of editing, fabrication and reuse, explain each signal, and route high-risk files to your investigation team instead of labelling anyone a fraudster.
- Insurance
Commercial Underwriting Submission Intake
Turn broker emails, proposal forms, schedules of values and loss histories into a structured, checked submission record, with gaps and appetite issues flagged for the underwriter.
- Insurance
Policy Wording Comparison Assistant
Align two or more policy wordings clause by clause, highlight what was added, removed, narrowed or broadened, and answer questions with citations to the exact clause.
- Insurance
Motor Claim Damage Assessment from Photos
Detect damaged panels and damage types from guided claim photos, check them against the workshop estimate and pre-inspection images, and give surveyors a structured evidence pack.
- Insurance
Policy Renewal Voice Agent
A multilingual voice agent that calls policyholders before renewal, explains premium and cover from approved content, sends a UPI payment link and hands complex requests to licensed staff.
- Insurance
Claim Status Voice Helpline for Policyholders
An inbound voice agent that verifies callers, explains live claim status in plain language, sends pending-document lists on WhatsApp and transfers complaints and sensitive cases to people.
- Insurance
Mis-Selling and Disclosure Testing for Insurance Bots
Test insurance sales and service bots for mis-selling, missing disclosures, prompt injection and data leakage, in English, Hindi and Hinglish, with transcript evidence for every finding.
- Insurance
Agent and POSP Lead Nurturing Automation
WhatsApp-first journeys that move agent and POSP prospects from sign-up to certification and first sale, and help active POSPs follow up on renewals with approved content.
- Capital Markets & Wealth Management
Client Statement and Portfolio Extraction
Read CAS, mutual fund, broker, PMS and AIF statements into one consolidated, reconciled portfolio, with every holding linked to its source page and exceptions sent to operations.
- Capital Markets & Wealth Management
KYC and Onboarding Document Verification for Brokers
Check account opening packets for brokers and depository participants: cross-match KYC fields, apply segment and entity checklists, and prepare a discrepancy list for the checker.
- Capital Markets & Wealth Management
Research Report Summarisation and Data Extraction
Extract ratings, targets, estimates and guidance from broker research and company filings, with cited summaries and revision alerts for your analysts' internal use.
- Capital Markets & Wealth Management
Private Markets Fund Document Extraction
Read capital calls, distribution notices, capital account statements and LPAs from many GPs into structured records, with roll-forward checks and wire-instruction change alerts.
- Capital Markets & Wealth Management
ESG and BRSR Report Data Extraction
Extract BRSR and sustainability report indicators into a cited, unit-normalised dataset, compare years and flag gaps, inconsistencies and assurance status for ESG analysts.
- Capital Markets & Wealth Management
Voice Agent for Trading Support and Account Queries
Inbound voice agent for brokers that verifies clients, answers payout, margin, order-rejection and IPO queries from live data, declines advice and routes order requests to dealers.
- Capital Markets & Wealth Management
Guardrail Testing for Investment Advisory Chatbots
Test wealth and broking chatbots for unregistered advice, missing risk disclosures, made-up fund data, prompt injection and client data leakage, scored against your SEBI registration scope.
- Capital Markets & Wealth Management
Data-Leakage Testing for Internal Research Copilots
Test internal research and RM copilots for leakage across information barriers, research entitlements and client data, including prompt injection through ingested documents.
- Capital Markets & Wealth Management
RM Meeting Notes and CRM Update Agent
Turn RM client meetings and voice notes in English or Hindi into structured notes, CRM updates and follow-up drafts, with compliance mentions flagged and the RM approving everything.
- Capital Markets & Wealth Management
Dormant Trading Account Re-Activation Campaigns
Find out why trading accounts went dormant, fix KYC and access blockers first, and run consent-based, compliance-approved journeys that bring clients back without tips or inducements.
- Fintech & Payments
Merchant Onboarding KYC Verification
Read merchant KYC packs, cross-check PAN, GSTIN, bank proof and the merchant's website, and give risk analysts a ready-to-decide file with every check explained.
- Fintech & Payments
Chargeback and Dispute Evidence Pack Assembly
Gather order, delivery, authentication and refund records for each chargeback, check them against the reason code and draft a representment pack for your disputes analyst.
- Fintech & Payments
Invoice and GST Data Extraction for B2B Payments
Extract GSTINs, HSN lines, tax splits and IRN data from supplier invoices before a B2B payment or invoice financing is released, with tax-logic and duplicate checks.
- Fintech & Payments
Settlement Report and Bank Statement Reconciliation
Match gateway transaction logs, acquirer and UPI settlement files and escrow bank statements, explain the breaks and send only the unexplained ones to your reconciliation team.
- Fintech & Payments
Selfie-to-ID Face Match and Document Tamper Checks
Compare a live selfie with the photo on an ID, check liveness and spot edited or replayed ID images, sending borderline cases to a reviewer with highlighted evidence.
- Fintech & Payments
Support Voice Agent for Failed Payments and Refunds
A Hindi, English and Hinglish voice agent that finds debited-but-failed UPI and card payments, explains reversal and refund status from live data, and raises or escalates tickets.
- Fintech & Payments
Pre-Launch Security Assessment for LLM Features
Test a new chatbot, copilot or LLM feature for prompt injection, cross-customer data leakage, off-policy answers and unsafe output handling before release, with evidence and a retest.
- Fintech & Payments
AI Agent Permission and Tool-Use Security Review
Find out what your AI agents can actually do: which tools, credentials and money-moving actions they reach, where approvals sit, and whether injected text can make them misuse tools.
- Fintech & Payments
DPDP-Aligned AI Data Handling Assessment
Map where personal data flows through your AI features, prompts, logs, vector stores and vendors, and get a gap register and evidence pack against DPDP Act duties for your DPO.
- Fintech & Payments
Merchant Activation and Upsell Automation
Spot merchants stuck between approval and first live transaction, send help specific to their blocker over WhatsApp and email, and time upsell prompts to real usage signals.
- Healthcare & Hospitals
Discharge Summary and Medical Record Structuring
Draft discharge summaries from the inpatient file and turn past records into structured diagnoses, procedures, medicines and allergies, each linked to its source for the doctor to verify.
- Healthcare & Hospitals
Insurance Pre-Auth and Claim File Preparation for Hospitals
Assemble cashless pre-auth, enhancement and final claim files for TPAs, insurers and government schemes, and check each against the payer's checklist before submission.
- Healthcare & Hospitals
Lab Report Digitisation and Trend Extraction
Turn external lab reports, PDFs and phone photos into structured results mapped to standard test codes, and show trends over time to the treating doctor with every value linked to its source.
- Healthcare & Hospitals
Appointment Booking and Reminder Voice Agent
A Hindi, English and regional-language voice agent that books, reschedules and cancels OPD appointments against live doctor schedules and calls patients with reminders.
- Healthcare & Hospitals
Post-Discharge Follow-Up Calls
Scripted follow-up calls after discharge, in the patient's language, that check medicines, follow-up visits and clinician-defined warning signs and hand any concern to a nurse.
- Healthcare & Hospitals
Clinical Documentation from Doctor Dictation
Doctors dictate in English or Hinglish after a consultation, round or procedure, and the system drafts a structured note or prescription in your EMR template for the doctor to check and sign.
- Healthcare & Hospitals
Hand-Hygiene and PPE Compliance Monitoring
Measure hand-hygiene opportunities and PPE use at ICU, ward and OT entry points from cameras, with faces blurred on the device and results shown as unit-level trends for infection control.
- Healthcare & Hospitals
Pharmacy Shelf and Expiry Monitoring
Photograph pharmacy shelves, ward stores and crash cart drawers to read batch and expiry dates, find near-expiry and missing items, and flag look-alike medicines stored side by side.
- Healthcare & Hospitals
Safety and Patient-Data Leakage Testing for Healthcare Chatbots
Test patient-facing chatbots and voice bots for unsafe medical advice, missed emergency escalation, invented information and cross-patient data leakage, with clinician-reviewed evidence.
- Healthcare & Hospitals
Patient Enquiry Follow-Up Automation
Bring patient enquiries from web forms, WhatsApp, ads and missed calls into one queue, reply promptly with approved information, collect reports and route each enquiry to the right counsellor.
- Pharma & Life Sciences
Regulatory Dossier and SOP Q&A Assistant
A question-answering assistant over your effective SOPs, specifications and CTD dossier modules that cites the exact section, respects versions and access rights, and says when it does not know.
- Pharma & Life Sciences
Batch Manufacturing Record Review
Pre-review of executed batch manufacturing and packaging records that flags blank fields, out-of-limit values, signature gaps and unlinked deviations, with page references, before QA starts.
- Pharma & Life Sciences
Certificate of Analysis Extraction and Spec Matching
Read supplier and in-house certificates of analysis, extract every test result and compare it with your approved specification, so QC sees out-of-limit, missing and mismatched lines at a glance.
- Pharma & Life Sciences
Adverse Event Intake from Emails and Calls
Spot possible adverse events in emails, call recordings and field reports, extract the minimum case criteria and draft an intake record for your pharmacovigilance team to verify.
- Pharma & Life Sciences
Packaging and Label Inspection
Camera checks on cartons, labels and blister foils that verify batch, expiry, MRP and codes, compare print against approved artwork, and reject mismatches with image evidence.
- Pharma & Life Sciences
Tablet and Vial Visual Defect Detection
Vision models that flag chipped, cracked, spotted or broken tablets and cap, crimp, glass or particle defects in vials, sending uncertain units to manual inspection and storing every reject image.
- Pharma & Life Sciences
Medical Rep Call Reporting by Voice
Medical representatives speak a short note in Hindi, English or a regional language after each doctor visit, and the agent drafts the call report, sample entries and follow-ups for them to confirm.
- Pharma & Life Sciences
Distributor and Stockist Order-Taking Voice Agent
A voice and WhatsApp agent that takes orders from stockists and chemists by brand and pack, checks stock, schemes and credit, reads the order back and posts it to your ERP or DMS.
- Pharma & Life Sciences
Validation and Security Testing of AI Tools in GxP Settings
Risk-based testing of LLM and ML tools used in quality, manufacturing or pharmacovigilance: accuracy, prompt injection, data leakage and audit-trail checks, packaged as validation evidence.
- Pharma & Life Sciences
Doctor Engagement and Sample Request Automation
Consent-based WhatsApp and email journeys that send MLR-approved content to doctors, capture sample and literature requests, and route each one to the right MR or team with a full record.
- Logistics & Supply Chain
Proof of Delivery Capture and Verification
Check every POD photo or scan for consignment number, date, signature, stamp and remarks, match it to the shipment in your TMS, and flag short, damaged or doubtful deliveries before billing.
- Logistics & Supply Chain
Freight Invoice Audit Against Rate Contracts
Audit every carrier or transporter freight bill against your rate contracts, shipment data and PODs, recalculate each charge and flag overbilling, duplicates and unsupported surcharges.
- Logistics & Supply Chain
Customs and Shipping Document Extraction
Extract and cross-check data from commercial invoices, packing lists, bills of lading, airway bills and certificates of origin, and prepare checked job data for bill of entry or shipping bill filing.
- Logistics & Supply Chain
E-Way Bill and GST Document Validation
Check that each consignment's tax invoice or delivery challan, e-way bill and vehicle details agree before dispatch, then track validity and Part B updates while goods are in transit.
- Logistics & Supply Chain
Parcel Damage and Dimension Detection
Camera stations at induction, sortation and dispatch measure each parcel for volumetric weight and flag visible damage, keeping time-stamped images as evidence for claims and billing.
- Logistics & Supply Chain
Warehouse Safety Monitoring
Use existing or added CCTV to spot forklift and pedestrian near-misses, missing PPE, blocked fire exits and people in restricted zones, with alerts to supervisors and evidence for safety reviews.
- Logistics & Supply Chain
Rider and Driver Support Voice Agent
A Hindi and regional-language voice agent for delivery riders and truck drivers that handles address help, trip, payout and COD queries, and captures incidents for immediate control tower handover.
- Logistics & Supply Chain
Delivery Status Agent (Voice + WhatsApp)
Answer where-is-my-shipment calls and WhatsApp messages from consignees and shippers, arrange reschedules and NDR reattempts within your rules, and hand complaints and disputes to your team.
- Logistics & Supply Chain
Shipper Lead Qualification and Quote Automation
Qualify inbound shipper enquiries from web, email and WhatsApp, collect lane, volume and cargo details, and draft quotes from your rate cards for a salesperson to approve.
- Logistics & Supply Chain
Security Testing for Customer-Facing Logistics AI Agents
Adversarial testing of tracking chatbots, WhatsApp bots and voice agents for shipment data leakage, tracking-number enumeration, prompt injection and unsafe actions such as unauthorised redirects.
- Manufacturing
Visual Quality Inspection on Production Lines
Cameras and vision models at the inspection station flag scratches, dents, missing features and print errors, divert clear rejects and hold borderline parts for an inspector.
- Manufacturing
PPE and Safety-Zone Compliance
Vision models on existing CCTV spot missing helmets, shoes, vests and gloves, and people entering robot cells, press areas or forklift aisles, with clip-backed alerts to supervisors.
- Manufacturing
Purchase Order, GRN and Invoice Three-Way Matching
Read supplier invoices, match every line to POs and GRNs in SAP or Tally, check GST details and tolerances, propose debit notes and send only real exceptions to accounts payable.
- Manufacturing
Engineering Drawing and Spec Sheet Extraction
Extract title blocks, dimensions, tolerances, GD&T, materials and notes from 2D drawings and spec sheets for faster RFQ review, ballooned inspection plans and revision checks.
- Manufacturing
Maintenance Log and SOP Assistant
A shop-floor assistant that answers technicians' questions from breakdown history, OEM manuals and SOPs, in Hindi or English, with the source page or work order behind every answer.
- Manufacturing
Supplier Quality Certificate Verification
Check mill test certificates and certificates of conformance against your material specs, tie heat numbers to GRNs, and flag out-of-spec, missing or reused certificates for IQC.
- Manufacturing
Dealer and Distributor Order-Taking Voice Agent
A voice agent that calls or answers dealers in Hindi and regional languages, takes orders in their own SKU names, checks credit and stock, and books the sales order after readback.
- Manufacturing
Service Booking Voice Agent for Consumer Durables
A multilingual voice agent that books installation and repair visits for ACs, refrigerators, washing machines and purifiers, captures model and serial correctly and checks warranty.
- Manufacturing
Dealer Lead and Reorder Automation
Use dealer billing history to send timely WhatsApp reorder suggestions, flag dealers going quiet, and qualify new dealer enquiries before they reach the area sales manager.
- Manufacturing
Security Review for Plant and Enterprise AI Copilots
Test copilots that touch SAP, CMMS, drawings and costings for prompt injection, data leakage and unsafe tool access before they reach plant users, with validated findings and fixes.
- Retail, D2C & Quick Commerce
Shelf Availability and Planogram Compliance
Turn merchandiser and store shelf photos into SKU-level facings, out-of-stock gaps, price-label checks and planogram scores, with doubtful detections sent to a reviewer.
- Retail, D2C & Quick Commerce
Dark-Store Picking and Packing QC
A camera at the packing station checks each tote against the order before the bag is sealed, catching wrong variants, missing items and near-expiry stock, and keeps an image per order.
- Retail, D2C & Quick Commerce
Catalogue Enrichment from Product Images
Read product photos and back-of-pack images to fill category attributes, mandatory declarations and listing copy for each marketplace, with every value checked before publishing.
- Retail, D2C & Quick Commerce
Vendor Invoice and Credit Note Reconciliation
Match vendor invoices, GRNs, RTVs and credit notes, recalculate what each vendor owes you from the agreements, and chase missing or short credit notes with evidence.
- Retail, D2C & Quick Commerce
Distributor Trade Claims and Scheme Settlement
Read distributor claim sheets and proofs, apply scheme rules from your circulars, recalculate eligible amounts, catch duplicates and give finance a clean credit note sheet to approve.
- Retail, D2C & Quick Commerce
Order Status and Returns Voice Agent
A multilingual voice agent that answers where-is-my-order calls from live courier data, starts returns and exchanges under your policy, and hands disputes to an agent with context.
- Retail, D2C & Quick Commerce
COD Order Confirmation Calls
Call every cash-on-delivery order soon after it is placed, in the customer's language, to confirm items, amount and address, offer a UPI prepaid option and tag the order before it ships.
- Retail, D2C & Quick Commerce
Guardrail Testing for AI Shopping Assistants
Adversarial testing of AI shopping assistants for unauthorised discounts, wrong prices, order-data leakage and unsafe product advice, with validated findings, fixes and a retest.
- Retail, D2C & Quick Commerce
Abandoned Cart and Win-Back Automation
Recover abandoned carts and bring back lapsed customers with WhatsApp and email journeys built around cart contents and purchase cycles, measured against a holdout group.
- Retail, D2C & Quick Commerce
Review and UGC Insights for Product Teams
Classify reviews, Q&A, social comments and return reasons into product issues by SKU and batch, including Hinglish text, and give product teams a weekly digest with source quotes.
- Real Estate & Construction
RERA and Project Document Data Extraction
Collect project listings, unit inventory and filed documents from state RERA portals into a clean, comparable dataset, with quarter-on-quarter changes flagged for analysts.
- Real Estate & Construction
Sale Agreement and Title Document Review
Check each agreement for sale against the booking form, cost sheet and RERA record, and build a title chain from land documents with gaps flagged for your advocate.
- Real Estate & Construction
Contractor Bill Verification Against BOQ
Check every RA bill line against the work order BOQ, measurement records, previous bills and recovery rules, so billing engineers certify from a verified sheet instead of re-adding.
- Real Estate & Construction
Customer Demand Letter and Receipt Reconciliation
Match stage-linked demand letters with bank credits, home-loan disbursements, TDS certificates and GST, unit by unit, and give the CRM team an accurate statement of account.
- Real Estate & Construction
Construction Progress Monitoring from Site Photos
Turn geotagged site photos, drone images and time-lapse cameras into tower-by-tower progress status against the schedule, with photo evidence a site engineer confirms.
- Real Estate & Construction
Construction Site Safety Compliance
Use site cameras and safety walk photos to spot missing helmets, unguarded edges, people in crane and hoist zones and poor housekeeping, with each observation verified by the safety officer.
- Real Estate & Construction
Property Lead Qualification Voice Agent
Call every new portal, ad and website enquiry within minutes in Hindi, English or Hinglish, qualify budget, configuration and timeline, and pass warm leads to presales with a summary.
- Real Estate & Construction
Site Visit Booking and Reminder Agent
Book site visits against sales manager slots, confirm and remind by voice and WhatsApp, rearrange pick-ups, recover no-shows and capture post-visit feedback for the sales team.
- Real Estate & Construction
Broker and Channel Partner Lead Automation
Register broker leads from WhatsApp and email, check them against the CRM for ownership, acknowledge partners instantly and track each lead through visit, booking and brokerage.
- Real Estate & Construction
Personalised Nurture Campaigns for Home Buyers
Keep undecided buyers engaged with WhatsApp and email updates matched to their stage, budget and objections, built from approved project facts, and alert sales when interest returns.
- Hospitality & Travel
WhatsApp Booking Assistant for Hotels
Answer availability and rate questions on WhatsApp, show rooms, take UPI advances and confirm bookings in your PMS, with staff stepping in for groups, negotiations and complaints.
- Hospitality & Travel
After-Hours Reservation Voice Agent
Answer reservation calls at night and during the front desk rush in Hindi and English, check availability, send payment links and route in-house guest issues to the duty manager.
- Hospitality & Travel
Wedding and Banquet Enquiry Qualification
Qualify wedding and banquet enquiries on WhatsApp and calls: dates, functions, guest counts, menus and rooms, checked against the venue calendar, with indicative packages and visits booked.
- Hospitality & Travel
Guest ID and Check-In Document Capture
Capture guest IDs and passports at check-in or before arrival, fill the guest register and prepare Form C data for foreign nationals, with masked Aadhaar and front desk verification.
- Hospitality & Travel
Vendor Invoice Processing for Hotels
Read supplier invoices, challans and handwritten market bills, match them to purchase orders, store receipts and agreed rates, and post clean entries to accounts with exceptions flagged.
- Hospitality & Travel
Travel Itinerary and Visa Document Checker
Check each traveller's visa file against the destination checklist: passport validity, finances, bookings, insurance and letters, with date and name mismatches flagged before submission.
- Hospitality & Travel
Review Response and Reputation Automation
Collect reviews from Google, OTAs and Tripadvisor, draft specific replies in your voice, route complaints to the GM and turn recurring themes into weekly actions for each department.
- Hospitality & Travel
Travel Agent Quote Generation Automation
Turn a holiday enquiry into a costed, day-wise itinerary and quote from your contracted rates, supplier sheets and margin rules, ready for the consultant to check and send on WhatsApp.
- Hospitality & Travel
Housekeeping Room Inspection from Photos
Check each cleaned room from attendant photos against your room standard: bed, bathroom, amenities, minibar and visible damage, with supervisors confirming before the room is released.
- Hospitality & Travel
Kitchen Hygiene Monitoring
Monitor kitchen cameras for missing caps and gloves, uncovered food, open bins, spills and pests at night, with alerts and daily hygiene summaries reviewed by the chef and hygiene lead.
- Education & Coaching
Answer Sheet and OMR Evaluation Assistance
Read OMR sheets and the marks grid on answer-booklet covers from ordinary scans or phone photos, apply the right answer key and send every doubtful mark to the exam cell.
- Education & Coaching
Online Test Proctoring Assistance
Flag possible malpractice in remote tests from webcam frames and browser events, so a trained proctor reviews short evidence clips and decides, rather than software disqualifying students.
- Education & Coaching
Handwritten Answer Digitisation
Transcribe handwritten answer booklets in English and Hindi, including equations and diagrams, into searchable text split by question, so evaluators mark on screen and students get real feedback.
- Education & Coaching
Question Bank Tagging and Generation
Turn years of DPPs, module books and past papers into a clean, syllabus-tagged question bank, remove duplicates and draft new variants that faculty check before any student sees them.
- Education & Coaching
Admission Document Verification
Check mark sheets, transfer and migration certificates, category certificates and ID proofs against your eligibility rules, and send applicants a precise deficiency list instead of a vague rejection.
- Education & Coaching
Admission Enquiry Voice Agent
Answer admission calls in Hindi, Hinglish and English from your approved prospectus and fee data, book scholarship tests and campus visits, and hand families to a counsellor when it matters.
- Education & Coaching
Fee Reminder Agent (Voice + WhatsApp)
Remind parents of upcoming and overdue fee instalments on WhatsApp and by voice in their language, share a UPI link, confirm payments and route hardship requests to the accounts office.
- Education & Coaching
Safety Testing for Student-Facing AI Tutors
Red-team your AI tutor or doubt-solving bot before students use it: unsafe content, jailbreaks, confidently wrong answers, integrity bypasses and leaks of other students' data.
- Education & Coaching
Lead Nurture for Counselling Funnels
Score and route enquiries from ads, forms and scholarship-test registrations, send consented WhatsApp and email follow-ups to parents and adult learners, and give counsellors a briefed call list.
- Education & Coaching
Parent Progress Update Automation
Send each parent a short WhatsApp update on attendance, test results and homework in their language, with mentor review for sharp drops or absences and replies routed to the right teacher.
- Legal
Contract Clause Extraction and Risk Flags
Extract key clauses, dates and obligations from executed and incoming contracts, compare them with your playbook and flag deviations, with every item linked to the clause it came from.
- Legal
NDA Review and Redline Suggestions
Review incoming NDAs against your playbook, produce tracked-change redlines with comments in Word, and send only the non-standard ones for full lawyer review, so routine NDAs stop queuing.
- Legal
Case File Summarisation and Chronology
Turn a litigation file of pleadings, affidavits, exhibits and orders into an indexed list of dates and events, a party and witness index and issue summaries, each line linked to its page.
- Legal
Due Diligence Data Room Review
Index a virtual data room against your request list, extract issues from contracts, corporate records and licences, and draft report tables and query lists for lawyers to confirm.
- Legal
Court Order and Cause List Tracking
Track daily cause lists and new orders across the Supreme Court, High Courts, district courts and tribunals for your matters, extract next dates and directions, and alert the responsible counsel.
- Legal
Legal Research Assistant with Citation Checking
A research assistant that answers only from retrieved judgments and statutes, quotes the passage it relies on, and checks each citation for existence, accuracy and later treatment.
- Legal
Bulk Legal Notice Drafting and Tracking
Draft demand, recall and statutory notices in bulk from advocate-approved templates, validate every field and deadline, track postal delivery and assemble filing-ready evidence packets.
- Legal
Client Intake Voice Agent
Answer inbound enquiries in Hindi and English, record facts and parties for a conflict check, spot urgent matters for an on-call advocate and book consultations, without giving legal advice.
- Legal
Hearing and Meeting Transcription with Minutes
Transcribe arbitral hearings, depositions and client meetings where recording is permitted, label speakers, handle Hindi-English speech and legal terms, and draft minutes for review.
- Legal
Confidentiality and Privilege Leakage Testing for Legal AI
Test your legal copilot, contract tool or client chatbot for cross-matter leakage, privilege exposure, prompt injection hidden in documents and weak access controls, with evidence and fixes.
- Accounting, Audit & Consulting
Audit Sampling and Vouching from Invoices
Select samples from the ledger, pull invoices, GRNs and payment proofs, and check each voucher against the entry, with every exception sent to the audit senior.
- Accounting, Audit & Consulting
Bank and Ledger Reconciliation
Match bank statements in any format against the cash book or ledger, explain unmatched items and produce a BRS the reviewer can tick through, with ambiguous matches held for a person.
- Accounting, Audit & Consulting
GST Return Reconciliation (GSTR-2B vs Books)
Match GSTR-2B and 2A data against the purchase register invoice by invoice, find ITC at risk before GSTR-3B is filed, and draft supplier follow-ups for approval.
- Accounting, Audit & Consulting
Financial Statement Spreading
Read audited financials, notes and schedules in Schedule III, Ind AS or IFRS layouts and map every line into your spreading template or CMA format, each figure traced to its page.
- Accounting, Audit & Consulting
Forensic Review of Expense Claims
Review every expense claim, not a sample: read the receipts, check them against travel, leave and policy data, and rank suspicious patterns for forensic investigators.
- Accounting, Audit & Consulting
TDS and ITR Document Extraction for Tax Practices
Read Form 16, 26AS, AIS, capital gains statements and investment proofs, reconcile TDS and reported income, and hand preparers a draft computation with every mismatch flagged.
- Accounting, Audit & Consulting
Board and Client Meeting Minutes Drafting
Turn recorded board, audit committee and client meetings, including Hinglish discussion, into draft minutes and action lists in your format for the company secretary or partner to finalise.
- Accounting, Audit & Consulting
Client Document Collection and Follow-Up Agent
A WhatsApp and email agent that sends each client their pending-document list, recognises what they upload, follows up on schedule and shows the team exactly what is still missing.
- Accounting, Audit & Consulting
Engagement Proposal Drafting
Draft proposals, RFP responses and engagement letters from discovery notes and your firm's past work, with scope, staffing and assumptions laid out for the partner to price and sign.
- Accounting, Audit & Consulting
AI Assurance and Red-Teaming Delivery for Advisory Firms
A white-label technical partner for advisory firms: we run adversarial tests on clients' chatbots, voice agents and copilots and deliver framework-mapped evidence for your report.
- Telecom & Contact Centres
Multilingual Inbound Voice Agent for L1 Support
A voice agent that answers routine L1 calls in Hindi, Hinglish and regional languages, resolves what it safely can through your systems and hands the rest to an agent with full context.
- Telecom & Contact Centres
Call QA and Compliance Auditing on Every Call
Score every recorded call against your QA form and compliance script, in Hindi, Hinglish and English, so QA analysts spend their time on the calls that need a human ear.
- Telecom & Contact Centres
Real-Time Agent Assist
Live transcription and prompts on the agent's screen: the right knowledge-base answer, the next compliance step and a drafted call summary, so new agents handle complex calls with fewer holds.
- Telecom & Contact Centres
Outbound Sales Voice Agent with DND and Consent Checks
An outbound voice agent that dials only numbers cleared against DND preferences, consent records and your opt-out list, pitches within approved scripts and logs every consent outcome.
- Telecom & Contact Centres
Voice Agent Red-Teaming and Jailbreak Testing
Adversarial phone calls against your voice agent in Hindi, Hinglish and English, testing verification bypass, data leakage, prompt injection and off-script promises, with recorded evidence.
- Telecom & Contact Centres
Compliance Evidence for AI Calling (TRAI and DPDP)
Test and document how your AI calling handles consent, DND preferences, calling hours, disclosures, opt-outs and personal data, and give compliance teams and clients an evidence pack.
- Telecom & Contact Centres
Customer KYC Verification for SIM Onboarding
Check digital KYC submissions for new connections: read ID documents, match the live photo, catch duplicates and point-of-sale anomalies, and route doubtful CAFs to the KYC audit team.
- Telecom & Contact Centres
Ticket and Email Triage
Classify and route incoming emails, web complaints and tickets by issue, account, urgency and regulatory risk, extract what the resolver needs and draft a first reply for approval.
- Telecom & Contact Centres
Tower and Site Inspection from Drone and Field Photos
Review drone and field-engineer photos of towers and sites for antenna loading, corrosion, missing safety items and incomplete maintenance, and turn them into a defect list engineers verify.
- Telecom & Contact Centres
Churn-Risk Outreach Automation
Spot customers showing churn signals, explain why for each one, and run consented retention outreach on WhatsApp, SMS, voice or a human call with offers from your eligibility rules.
- Energy, Mining & Utilities
Mine Safety Monitoring (PPE and Zone Intrusion)
Computer vision on mine CCTV that flags missing PPE, people on foot in HEMM zones and entry into blast danger zones, so shift supervisors can act while it still matters.
- Energy, Mining & Utilities
Conveyor and Equipment Anomaly Detection from Video
Video and thermal analytics on conveyor transfer points and idler runs that flag belt drift, spillage, chute blockage and hot idlers for maintenance teams to review.
- Energy, Mining & Utilities
Solar Panel Inspection from Drone Images
Turn drone thermal and RGB surveys of solar plants into a checked defect register mapped to block, inverter, string and module, ready for O&M work orders and warranty evidence.
- Energy, Mining & Utilities
Meter Reading from Photos
Read kWh, kVAh and demand values from meter photos taken by readers or consumers, check them against what was keyed in, and route mismatches to billing staff before bills go out.
- Energy, Mining & Utilities
Inspection and Maintenance Report Extraction
Extract readings, observations and recommendations from test reports, NDT surveys, vendor service reports and job cards into your CMMS, with out-of-limit values flagged for engineers.
- Energy, Mining & Utilities
Technical Report Search Assistant
A search assistant over geological, engineering and incident reports that answers engineers' questions with page-level citations and respects existing document permissions.
- Energy, Mining & Utilities
Permit and Compliance Document Tracking
Turn environmental clearances, consents, explosives and petroleum licences and grid approvals into an obligation register with owners, due dates, reminders and linked evidence.
- Energy, Mining & Utilities
Utility Customer Service Voice Agent (Outages and Billing)
A voice agent for power and water utilities that logs no-supply complaints, shares known outage status and answers billing queries in Hindi and regional languages.
- Energy, Mining & Utilities
Field Technician Voice Reporting
Linemen, fitters and plant technicians speak their job report in Hindi or a regional language, and the system turns it into a structured CMMS entry for supervisor approval.
- Energy, Mining & Utilities
Security Review for OT/IT AI Assistants
Adversarial testing and architecture review for AI assistants that read historian data, manuals and work orders, covering prompt injection, unsafe advice, data leakage and tool permissions.
- Automotive & Mobility
Used Car Inspection and Damage Detection
Guided photo capture and damage detection for used-car evaluations, with panel-wise damage maps, odometer and chassis checks and draft refurbishment items for evaluators to confirm.
- Automotive & Mobility
Number Plate and Document Capture at Service Centres
Read number plates at the workshop gate, pull up the appointment and history from the DMS, and capture walk-around, dashboard and document photos into a pre-filled job card.
- Automotive & Mobility
Spare Parts Catalogue Matching from Photos
Identify spare parts from customer or mechanic photos by reading part numbers, matching catalogue images and filtering by vehicle fitment, then confirm stock and price before quoting.
- Automotive & Mobility
RC, Insurance and PUC Document Extraction
Extract and cross-check registration, chassis, owner, hypothecation and validity details from RC, insurance, PUC and fitness documents for used-car, fleet and onboarding teams.
- Automotive & Mobility
Warranty Claim Document Processing
Pre-check dealer warranty claims before OEM submission: extract job card, VIN, odometer, labour and parts data, test it against policy and flag gaps for the warranty desk.
- Automotive & Mobility
Service Booking and Reminder Voice Agent
A voice agent that calls customers when service is due, books workshop slots in the DMS, answers inbound booking calls and runs post-service follow-ups in Hindi, English and regional languages.
- Automotive & Mobility
Test-Drive Lead Qualification Voice Agent
Call new car enquiries quickly, capture model, budget, exchange and finance needs, book showroom or home test drives and pass ready buyers to a sales consultant.
- Automotive & Mobility
EV Charging Support Voice Agent
A voice agent for EV drivers at a charger: reads live charger status and faults, guides fixes or approved remote actions, raises refunds and escalates safety issues to people.
- Automotive & Mobility
Dealer Lead Routing and Follow-Up Automation
Pull leads from OEM portals, websites, classifieds, social forms and walk-ins into one hub, remove duplicates, route them to the right consultant and run approved WhatsApp follow-ups.
- Automotive & Mobility
Guardrail Testing for Dealer and OEM Chatbots
Adversarial testing of dealer and OEM chatbots and voice bots for wrong prices, unapproved claims, booking data exposure and Hinglish jailbreaks, with PASS, RISK and FAIL evidence.
- Agriculture & Agritech
Crop Disease Detection from Farmer Photos
Suggest likely diseases, pests and nutrient problems from farmer photos sent on WhatsApp or an app, reply in the farmer's language, and route uncertain or dose questions to an agronomist.
- Agriculture & Agritech
Produce Grading and Sorting
Grade fruit, vegetable and grain lots from camera images at collection centres and packhouses, with defect breakdowns and photo evidence that buyers, FPOs and farmers can all check.
- Agriculture & Agritech
Field Survey Photo Verification for Crop Insurance
Check geotagged field survey photos for crop insurance claims for location, timing, crop type, visible damage and reuse, so claim officers spend their time on cases that need judgement.
- Agriculture & Agritech
Farmer Advisory Voice Helpline in Hindi and Regional Languages
A voice helpline that answers farmers' routine questions on sowing, irrigation, weather and schemes in Hindi and regional languages, and hands crop-protection and dose questions to agronomists.
- Agriculture & Agritech
Mandi Price and Procurement Voice Updates
Outbound and inbound voice updates on nearby mandi prices, procurement windows and pickup slots in the farmer's language, with every price dated and sourced, and offers approved by procurement.
- Agriculture & Agritech
Land Record and KCC Loan Document Extraction
Read Khatauni, 7/12, Jamabandi and other land records plus KCC loan papers, extract holdings and crops, convert local area units, and flag mismatches before a credit officer sanctions.
- Agriculture & Agritech
Warehouse Receipt and Quality Certificate Extraction
Extract and cross-check warehouse receipts, e-NWRs, quality certificates and stack details for commodity finance, so credit and collateral teams catch mismatches before disbursal.
- Agriculture & Agritech
Farmer Onboarding KYC
Onboard farmers and FPO members from phone photos of KYC, bank and land documents, with masked Aadhaar, name matching across scripts, duplicate checks and consent captured in their language.
- Agriculture & Agritech
Agri-Input Dealer Order and Credit Automation
Take seed, fertiliser and crop-protection orders from dealers over WhatsApp and voice in Hinglish, check credit limits, schemes and stock, and route exceptions to sales and credit teams.
- Agriculture & Agritech
Safety Testing for Farm Advisory Chatbots
Test farm advisory chatbots and voice bots in Hindi and regional languages for harmful or wrong advice: invented doses, unregistered products, overconfident diagnoses, scheme errors and data leaks.
- SaaS & AI Product Companies
LLM Application Penetration Test (OWASP LLM Top 10)
A scoped pentest of your LLM feature and the app around it: prompt injection, data disclosure, output handling, excessive agency and system-prompt leakage, with reproducible evidence.
- SaaS & AI Product Companies
AI Agent Red-Teaming (Tool Misuse and Goal Hijack)
Red-team your AI agents for goal hijacking, tool misuse, excessive agency, privilege abuse and memory poisoning, in a sandbox that records every tool call and decision.
- SaaS & AI Product Companies
Voice Agent Adversarial Testing
Adversarial test calls to your voice agent in English, Hindi and Hinglish: identity bypass, data disclosure, off-script promises and speech-layer flaws, with PASS, RISK and FAIL evidence.
- SaaS & AI Product Companies
RAG Data-Leakage and Access-Control Testing
Test whether your RAG pipeline leaks documents across users, roles or tenants through retrieval, caching, citations or logs, using seeded canary documents and role-based test personas.
- SaaS & AI Product Companies
Continuous AI Security Regression in CI
Run versioned prompt-injection, jailbreak and data-leakage suites in CI on every prompt, model, tool or index change, and block releases that regress past agreed severity thresholds.
- SaaS & AI Product Companies
EU AI Act and ISO/IEC 42001 Evidence Pack
Assemble testing records, risk assessments, oversight design and technical documentation for your AI features, mapped to EU AI Act and ISO/IEC 42001 requirements, ready for counsel and auditors.
- SaaS & AI Product Companies
Agentic Security Testing for Web Apps and APIs
Supervisor-led AI agents map your web app and APIs, test OWASP Top 10, API and business-logic flaws, confirm each issue live, and hand tester-reviewed findings with evidence to your team.
- SaaS & AI Product Companies
Security Questionnaire Answering Assistant
Draft answers to security and AI due-diligence questionnaires from your own policies, reports and past answers, with citations, confidence and owner approval before anything goes to a customer.
- SaaS & AI Product Companies
Document Extraction Module for Your SaaS Product
An embeddable extraction service for your SaaS product: schemas per document type, per-tenant fields, confidence and source boxes, a review component and webhooks, running in your cloud.
- SaaS & AI Product Companies
Outbound SDR Research and Personalisation Agent
An agent that researches target accounts from public sources, writes cited account briefs and draft first lines for SDRs, and syncs to your CRM, with a person approving every message.
Founded by Akhilesh Mittal. 8 years building a security platform for a New Zealand company. IIT ISM Dhanbad and IMT Ghaziabad. Builds production agentic AI.