AI & Machine Learning
Integration

Your team has AI on the roadmap. We help you actually ship it.

Common outcomes

Real business impact

Faster support

  • Reduce response times
  • Automate tier-1 tickets
  • Document automation

  • Extract data from invoices
  • Reduce manual work
  • Better search

  • Semantic search across product
  • Knowledge discovery
  • Workflow automation

  • Automate repetitive work
  • Improve productivity
  • Capabilities

    What we build

    LLM Integration

  • Customer support assistants
  • Knowledge search (RAG)
  • Document extraction
  • Drafting tools
  • Workflow automation
  • Custom ML Models

  • Recommendation systems
  • Forecasting models
  • Fraud detection
  • Classification systems
  • AI Strategy

  • Use case workshops
  • Architecture review
  • Roadmap planning
  • Vendor selection
  • Real outcomes

    Recent project results

    Support automation

  • Response time reduced 4h → 10m
  • 55% ticket automation
  • Invoice processing

  • 2 hours → 15 minutes/day
  • 94% extraction accuracy
  • Recommendation engine

  • 22% session increase
  • 18% retention improvement
  • Process

    How we work

    Discovery

  • Define success metrics
  • Review data
  • Scope MVP
  • Prototype

  • Proof of concept
  • Evaluate quality
  • Validate results
  • Production

  • Scale engineering
  • Add monitoring
  • Deploy and handoff
  • Fit check

    Is this right for you?

    Not ideal if

  • You need AGI research
  • No data access available
  • Moonshot experiments only
  • Ideal if

  • Manual workflows exist
  • Automation will save time
  • You want production AI in 8–12 weeks
  • Technology

    AI Technology Stack

    Chosen for production reliability, performance, and scalability.

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    LLMs (OpenAI / Anthropic)

    Production-grade LLM APIs for assistants, automation, and intelligent workflows.

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    Vector Search

    Semantic search and retrieval using embeddings and high-performance vector databases.

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    Backend (Python / FastAPI)

    Fast, scalable backend services optimized for AI workloads and integrations.

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    Frontend (React / TypeScript)

    Modern interfaces for AI tools, dashboards, and real-time product experiences.

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    Cloud Infrastructure

    Secure, scalable infrastructure designed for AI deployment and growth.

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    Deployment

    Reliable deployment pipelines and scalable production environments.

    Start here: Free AI Opportunity Assessment

    30-minute call. No sales pitch.

    Schedule Free AI Assessment