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AI Tool Integration

The gap between an AI demo and AI in production is where most projects die. We wire LLMs into your real systems — with the guardrails, evaluation, and fallbacks production demands.

  • LLM & AI agent integration
  • RAG & semantic search
  • Document intelligence
  • Workflow automation
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What's included

Everything this engagement covers

LLM & agent integration

GPT, Claude, or the model that fits your stack, embedded into your product: agents that read data, update records, and act on workflows.

RAG & semantic search

Your documents, tickets, and knowledge base made queryable in natural language — with answers grounded in your own data.

Document intelligence

Automatic extraction, classification, and summarization of invoices, contracts, and reports at scale.

Workflow automation

AI steps dropped into existing processes: triage, drafting, enrichment, routing — with humans approving where it matters.

Evaluation & guardrails

Test suites that measure output quality before launch, plus rate limits, fallbacks, and cost monitoring in production.

Why it pays off

What you gain

Automation beyond rules

Handle the unstructured work — documents, emails, free-text requests — that classic automation could never touch.

Your data stays yours

Architectures designed around your privacy and compliance requirements, including EU data residency.

Measured, not vibes

Every integration ships with an evaluation pipeline, so you know the accuracy before your customers do.

Costs under control

Model choice, caching, and monitoring tuned so the AI bill scales with value, not with hype.

Contact

Tell us what
you're building.

A short description of the problem is enough to start. We reply within one business day.