Ready-to-adapt AI for the problems businesses face every day.

These solution blueprints package proven architectures we can tailor to your data, systems and goals, so you start from a working design instead of a blank page.

Blueprints are customizable solution designs, not descriptions of completed client deployments.

Enterprise AI Research Agent

Research across systems. Answers grounded in evidence.

An agent that plans multi-step research across your documents, databases and approved external sources, then delivers a sourced report.

  • Multi-step task planning
  • Enterprise search and retrieval
  • Source comparison and verification
  • Report and slide drafting
  • Citations on every claim
  • Human review of open conclusions

Built for: Consulting firms, investment research teams, strategy functions and knowledge workers.

Multimodal Insurance Claims Intelligence

From scattered claim evidence to a structured review.

An assistant that reads claim forms, incident photos, policy wording and correspondence together, then prepares a summary an adjuster can verify quickly.

  • Document and image interpretation
  • Information extraction
  • Evidence matching and consistency checks
  • Policy retrieval
  • Missing-information detection
  • Human-reviewed claim summaries

Built for: Insurers, claims administrators and insurtech platforms.

Visual Commerce and Shopping Intelligence

Search with a photo. Refine with words. Find the right product.

A shopper uploads a picture and types: “Something like this, in black, under ₹3,000.” The system reads the image, understands the constraints and returns ranked, in-stock matches.

  • Image and text embeddings
  • Multimodal retrieval
  • Attribute extraction
  • Personalized ranking
  • Catalog enrichment
  • Conversational refinement

Built for: E-commerce retailers, fashion and home platforms, and marketplaces.

AI Customer-Support Resolution Agent

Don't just answer tickets. Resolve them.

An agent that reads messages and screenshots, pulls account context and runs approved fixes, escalating to a person with full context when needed.

  • Intent and issue classification
  • Screenshot and document understanding
  • CRM and ticketing integration
  • Knowledge retrieval
  • Approved workflow execution
  • Escalation and audit trails

Built for: SaaS companies, marketplaces, financial services and support operations.

Intelligent Document Operations

Turn document-heavy processes into reviewable workflows.

Automated intake for invoices, purchase orders, contracts, KYC forms and correspondence, with every extracted field traceable to the page it came from.

  • Classification
  • OCR and layout understanding
  • Field extraction
  • Cross-document validation
  • Business-rule checks
  • Exception routing

Built for: Finance, procurement, insurance, operations and shared-services teams.

Retail Demand and Inventory Intelligence

Better forecasts. Better replenishment.

Forecasts by product, store and week that combine sales history, seasonality, promotions and product attributes, feeding directly into replenishment decisions.

  • Hierarchical demand forecasting
  • New-product forecasting from attributes
  • Anomaly detection
  • Replenishment recommendations
  • Scenario planning

Built for: Retailers, distributors, D2C brands and marketplaces.

Voice-Enabled Service Automation

Let customers simply say what they need.

A voice agent connected to your knowledge base and booking or ticketing systems, available around the clock in multiple languages.

  • Speech recognition
  • Intent and context understanding
  • Knowledge retrieval
  • Tool and workflow execution
  • Natural speech responses
  • Human handoff

Built for: Hospitality, clinics and appointment-based businesses, customer service and internal operations.

Knowledge Copilot for Internal Teams

Every policy, process and past answer, one question away.

A secure assistant that answers employee questions from your wikis, drives, tickets and chat history, respecting existing access permissions.

  • Permission-aware retrieval
  • Hybrid search
  • Cited answers
  • Slack and Teams integration
  • Feedback-driven improvement
  • Usage analytics

Built for: HR, IT, sales enablement and operations teams.

AI Evaluation and Optimization Platform

Know when your AI works, when it fails, and what it costs.

Testing and monitoring for teams running LLM applications and agents in production.

  • Representative test sets
  • Model comparison
  • Groundedness and quality scoring
  • Tool-use and task-success analysis
  • Latency and cost monitoring
  • Regression testing
  • Human feedback loops

Built for: Enterprises and software teams operating production AI.

Have a use case that isn't listed?

We regularly take on problems that need research, custom models and new product thinking.