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SERVICE · PRO

AI Agents & Assistants

Production-grade chatbots, knowledge assistants and autonomous agents built on OpenAI, Claude and LangChain.

Humanoid assistant robot, warm interior light

We design, build and operate LLM-powered agents that ship real work — not demos. Pilot first: a scoped prototype in 2–4 weeks, measured impact, then a production service with monitoring, evals and guardrails.

  • 2–4 wk

    PILOT

    first working agent

  • 24/7

    UPTIME

    monitored in production

  • 3

    LLM PROVIDERS

    OpenAI · Claude · self-host

SECTION 01

WHAT WE BUILD.

Agents that ship real work — not demos.

  • SERVICE / 01

    Support agents

    Grounded in your knowledge base. Escalate to humans with full context when confidence drops.

  • SERVICE / 02

    Internal assistants

    One answer box over scattered docs, tickets and CRM. Permission-aware by design.

  • SERVICE / 03

    Workflow agents

    Research, outreach, triage, QA. Autonomous where safe, supervised where it matters.

  • SERVICE / 04

    Content generators

    Drafts tuned to your brand voice, with review gates before anything ships.

  • SERVICE / 05

    RAG pipelines

    Retrieval that stays fresh: ingestion, chunking, embeddings and re-ranking as a service.

  • SERVICE / 06

    Evals & guardrails

    Every agent ships with regression evals, output filters and a kill switch.

WHY IT WORKS / 01

Grounded in your data.
Guarded by evals.

We treat agents as software: versioned prompts, automated evals on every change, monitoring on every conversation. You see how often the agent was right — in numbers, not anecdotes.

— EVALS · GUARDRAILS · OBSERVABILITY

Network mesh structure — nodes and connections, wireframe
SECTION 02

HOW A PILOT RUNS.

From discovery call to production agent in weeks.

  1. 01

    Discovery

    Define the task, data sources and success metrics.

  2. 02

    Prototype

    2-week spike with the smallest useful scope.

  3. 03

    Harden

    Evals, guardrails, logging, retries, observability.

  4. 04

    Ship

    Deploy, integrate with existing tools, train the team.

  5. 05

    Operate

    Ongoing tuning, model upgrades, monitoring.

STACK

  • OpenAI
  • Claude
  • LangChain
  • LlamaIndex
  • vLLM
  • Ollama
  • Pinecone
  • pgvector
  • Langfuse
  • Vercel AI SDK
  • BigQuery
  • Supabase
PRINCIPLE / 012

We build support agents that take over routine inquiries fast — and measure satisfaction before and after, so impact is a number, not a hope.

SECTION 03

QUESTIONS.

What buyers ask before starting an AI pilot.

  • No. We use zero-retention API tiers or self-hosted models. Data processing terms are part of every engagement.