50+ AI use cases. All shipped to production. Pick yours.

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67
Production use cases
10
AI engines
12
Industries covered

Showing 67 of 67 use cases

Financial Due Diligence

Document agents that parse contracts, financial statements, and compliance docs to accelerate diligence and reduce risk.

FinanceInsuranceDocument IntelligenceAI AgentsFinancial Analysts
Invoice Processing

Parse invoices, extract data, and automate workflows — cutting manual entry and accelerating payments.

FinanceManufacturingRetailFMCGDocument IntelligenceAI AgentsAdministrative Operations
Technical Document Search

Instant, accurate answers from complex specs, SOPs, and manuals for engineering and R&D teams.

ManufacturingLife SciencesHealthcare TechRAG / Knowledge BaseVector SearchEngineering & R&D
Customer Support Agents

Voice-enabled agents that deliver instant answers over FAQs, knowledge bases, policies, tickets, and manuals.

RetailInsuranceFMCGMedia & EntertainmentConversational AIRAG / Knowledge BaseCustomer Support
Advanced Semantic & Multimodal Search

Next-gen search across text, images, audio, and video — fast, accurate, and context-aware.

RetailMedia & EntertainmentHealthcare TechHospitalityVector SearchOperationsMarketing
Recommendation Systems

Personalized recommendations that go beyond “customers also bought.”

RetailFMCGMedia & EntertainmentHospitalityRecommendationMarketing
Retrieval-Augmented Generation (RAG)

Ground LLM answers in your data. Reduce hallucinations. Stay auditable.

All industriesRAG / Knowledge BaseEngineering & R&DOperations
Data Analysis & Anomaly Detection

Find patterns and outliers in complex data — in real time.

ManufacturingFMCGInsuranceFinanceAnomaly DetectionOperations
AI Agents (Agentic RAG)

Multi-step agents that retrieve, reason, and act — at scale.

All industriesAI AgentsEngineering & R&DOperations
Clinical Document Understanding

Parse EHR notes, discharge summaries, and handwritten doctor notes into structured fields.

Healthcare TechDocument IntelligenceAdministrative Operations
Patient Triage & Symptom-Checker Chatbots

Triage and symptom-checker chatbots grounded in approved clinical content.

Healthcare TechConversational AICustomer Support
Prior Authorization & Claims Automation

Extract fields from PDFs, match payer rules, and draft submission packets automatically.

Healthcare TechDocument IntelligenceAI AgentsAdministrative Operations
Medical Literature & Guideline Search

Search PubMed, internal protocols, and SOPs for evidence-based answers.

Healthcare TechRAG / Knowledge BaseVector SearchEngineering & R&D
Voice Scribes for Patient Encounters

Transcribe and summarize patient encounters into SOAP notes.

Healthcare TechConversational AIOperations
Personalized Patient Outreach

Care reminders, adherence nudges, and post-visit follow-up at scale.

Healthcare TechRecommendationMarketing
Provider Matching

Match patients to providers using multi-vector signals — specialty, language, availability, outcomes.

Healthcare TechVector SearchOperations
Clinical Trial Document Automation

Parse protocols, deviations, ICFs, CRFs, and SAEs into eTMF-ready data.

Life SciencesDocument IntelligenceAdministrative Operations
Regulatory Submission Assistants

Assemble FDA/EMA Module 2 summaries and draft information-request responses.

Life SciencesAI AgentsDocument IntelligenceAdministrative Operations
Pharmacovigilance

Triage and code adverse events from narratives and literature into MedDRA / WHO-DD.

Life SciencesDocument IntelligenceML / ForecastingOperations
Medical Affairs Q&A Bots

Answer over published evidence, internal lit reviews, and MSL field notes.

Life SciencesRAG / Knowledge BaseEngineering & R&D
Lab Notebook & SOP Search

Search across siloed R&D systems for notebooks and procedures.

Life SciencesVector SearchRAG / Knowledge BaseEngineering & R&D
Manufacturing Batch-Record Review

Extract critical parameters from batch PDFs and flag deviations.

Life SciencesDocument IntelligenceOperations
Competitive Intelligence Agents

Monitor ClinicalTrials.gov, abstracts, and pipeline news for signal.

Life SciencesAI AgentsEngineering & R&D
Brand-Voice Generative Studio

On-brand copy, recipes, and social posts from a single brief.

FMCGGenerative AIMarketing
Multilingual Creative Localization

Localize creative across 20+ markets without losing nuance.

FMCGGenerative AIMarketing
Influencer & UGC Discovery

Find creators and content via vector search across creator media.

FMCGVector SearchMarketing
Shopper Review & Sentiment Intelligence

Analyze reviews and social listening across Amazon, Flipkart, and BigBasket.

FMCGML / ForecastingMarketing
Concept Testing Copilots

Synthesize survey verbatims into insight briefs.

FMCGGenerative AIMarketing
Distributor Secondary Sales Normalization

Parse messy Excel, PDF, and image uploads from 1000+ distributors into clean data.

FMCGDocument IntelligenceOperations
Trade Promotion ROI Analysis

Extract contract terms, reconcile with off-take, and predict uplift.

FMCGML / ForecastingDocument IntelligenceFinancial Analysts
Retail Execution Computer Vision

Measure shelf-share, planogram compliance, OSA, and competitor packs from photos.

FMCGComputer VisionSales
Sales Rep AI Assistant

Daily beat plans and order suggestions from CRM and last-visit notes.

FMCGAI AgentsSales
Quick-Commerce Listing Automation

Compliant content for Blinkit, Zepto, and Instamart, generated automatically.

FMCGGenerative AIOperations
Demand Forecasting

SKU × store × week forecasts with weather and promo signals.

FMCGML / ForecastingOperations
Supplier Document Intake

Turn invoices, CoAs, MSDS, and BoLs into structured ERP records.

FMCGDocument IntelligenceAdministrative Operations
In-Line QC Vision

Pack quality, label-misprint, and tamper detection on the production line.

FMCGComputer VisionOperations
Logistics Anomaly Detection

Spot transit-time outliers, cold-chain excursions, and route deviations.

FMCGLogisticsAnomaly DetectionOperations
Returns & Recalls Triage

Cluster complaint narratives to spot quality issues early.

FMCGML / ForecastingOperations
D2C Recipe & Usage-Occasion Chatbots

Drive purchase intent with conversational recipe and usage guidance.

FMCGConversational AIMarketing
Personalized D2C Recommendations

Recommend from browse, purchase, and dietary vectors.

FMCGRecommendationMarketing
AI Search on D2C Storefronts

Hybrid semantic + filter retrieval on direct-to-consumer storefronts.

FMCGRetailVector SearchMarketing
Submission Intake & Underwriting Triage

Parse broker email packets, loss runs, and ACORD forms into risk profiles.

InsuranceDocument IntelligenceAI AgentsOperations
Claims FNOL Automation

Extract facts from photos, PDFs, and call transcripts at first notice of loss.

InsuranceDocument IntelligenceOperations
Coverage Q&A Bots

Answer over policy wordings, endorsements, and state-specific rules.

InsuranceRAG / Knowledge BaseCustomer Support
Subrogation & Fraud Detection

Surface fraud via vector similarity across historical claims.

InsuranceAnomaly DetectionVector SearchFinancial Analysts
Audit Copilots

Flag missing documents and non-compliant producer practices.

InsuranceAI AgentsAdministrative Operations
Reinsurance Treaty Intake

Extract long-form contract terms into modeling-ready schemas.

InsuranceDocument IntelligenceFinancial Analysts
Semantic + Multimodal Product Search

Search by text and image queries across the catalog.

RetailVector SearchMarketing
Generative Product Content

Titles, descriptions, and attributes from supplier PDFs and packshots.

RetailGenerative AIMarketing
Visual Merchandising Assistants

Auto-generate category pages and lifestyle bundles.

RetailGenerative AIMarketing
AI Customer Service

Handle order status, returns, and fit conversationally with safe handoff.

RetailConversational AICustomer Support
Catalog Clean-Up & SKU Matching

De-dupe and match SKUs across feeds at 99% accuracy.

RetailML / ForecastingOperations
AI Lead Scoring & Funnel Optimization

Score leads and optimize the marketing funnel.

RetailML / ForecastingSales
Persona-Driven Character Chatbots

Fan engagement and second-screen experiences with character chat.

Media & EntertainmentConversational AIMarketing
Personalized Content Recommendations

Recommend across video, audio, and editorial.

Media & EntertainmentRecommendationMarketing
Semantic Search Over Archives

“Find the scene where…” across decades of footage and transcripts.

Media & EntertainmentVector SearchOperations
Auto-Generated Highlights & Captions

Highlights, captions, and chapter markers from long-form video.

Media & EntertainmentComputer VisionOperations
Content Moderation at Scale

Moderate text, image, and video with policy-grounded explanations.

Media & EntertainmentComputer VisionOperations
Rights & Contract Intelligence

Extract terms from talent and distribution agreements.

Media & EntertainmentDocument IntelligenceOperations
Ad-Targeting & Yield Optimization

Optimize targeting and yield using multi-vector audience embeddings.

Media & EntertainmentRecommendationMarketing
Technical Document Search

Search across spec sheets, manuals, SOPs, and ECOs.

ManufacturingRAG / Knowledge BaseVector SearchEngineering & R&D
Predictive Maintenance

Forecast failures from vector embeddings of normal operating patterns.

ManufacturingML / ForecastingAnomaly DetectionOperations
Visual Quality Inspection

Defect detection, surface-anomaly classification, and assembly verification.

ManufacturingComputer VisionOperations
Sales-to-Production Workflow Automation

Automate the flow from sales spec to production order.

ManufacturingAI AgentsOperations
Field Service Copilots

Surface the right SOP, part, or repair video in seconds.

ManufacturingRAG / Knowledge BaseOperations
Supplier RFQ & PO Intake Automation

Automate intake of supplier RFQs and purchase orders.

ManufacturingDocument IntelligenceAdministrative Operations
Safety Incident NLP Analysis

Analyze near-miss and incident reports for patterns.

ManufacturingML / ForecastingOperations

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