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Services

Production-grade AI.
Four disciplines.

We architect, build, and deploy — full-stack delivery, not strategy decks.

01

Custom LLM Applications

RAG pipelines, AI agents, and fine-tuned models — integrated into your product or workflow.

This is the core of what we do: taking large language models and turning them into reliable product features and internal systems. Retrieval-Augmented Generation over your own knowledge, agents that make bounded decisions, structured-output pipelines that other software can depend on.

Everything ships with the unglamorous parts included — evaluation, guardrails, cost controls, and honest "I don't know" behavior when the knowledge isn't there.

See it in production: Custom AI Knowledge Assistant →

What's included

  • RAG architecture & vector search
  • AI agent systems with tool use
  • Structured output pipelines
  • Hallucination guardrails & evaluation
  • OpenAI, Anthropic & open-source models
02

AI Chatbots & Virtual Assistants

Context-aware assistants for customer support, sales, and internal operations.

Not the chatbots people complain about — assistants grounded in your documentation and history, with clean escalation to humans for anything sensitive or ambiguous.

Our support assistant work has hard numbers behind it: 60% ticket deflection and first responses in under 30 seconds, on 1,000+ weekly conversations.

See it in production: AI Customer Support Assistant →

What's included

  • Customer support automation
  • Sales & lead-capture assistants
  • Internal ops & knowledge assistants
  • Intercom, Zendesk & custom integrations
  • Human-in-the-loop escalation design
03

Business Process Automation

Manual workflows replaced with AI-driven systems that run 24/7.

The judgment steps in your operations — lead triage, document routing, inbox management — no longer need a human awake. We wire LLM decision-making into deterministic workflows (n8n and custom), so the ambiguous parts get AI judgment and everything around them stays predictable.

One client cut lead processing from hours to minutes, around the clock, without touching their CRM.

See it in production: AI Lead Qualification System →

What's included

  • Lead qualification & routing
  • n8n workflow orchestration
  • Document processing pipelines
  • Email & inbox automation
  • CRM enrichment & synchronization
04

AI Strategy & Architecture

Where AI actually moves the needle in your business — and where it doesn't.

For founders and CTOs who need a technical partner, not a hype vendor. We assess your product and operations, identify where AI creates measurable value, and design the architecture — including telling you plainly when the answer is a simpler system or no AI at all.

Deliverables are concrete: architecture documents, build-vs-buy calls, cost models, and a roadmap your team can execute with or without us.

Read our thinking: How to choose an AI development partner →

What's included

  • AI opportunity assessment
  • System architecture & model selection
  • Build vs. buy decisions
  • Run-cost modeling (API costs at scale)
  • Roadmaps your team can actually execute

Not sure which one you need?

That's normal — and exactly what a first conversation is for.

Describe Your Project