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AI that does the work in production.

Agents, workflows, and knowledge systems wired into your real tools and data — evaluated before launch, observed after it, and governed throughout.

Start a projectHow we engage
Agent · live
Refund order #4192 and notify the customer.
Refunded $128.40 · email queued · ticket closed.
thinking · 2 tools used
Ask the agent…

AI Automation · 5 services

What we ship in this practice.

Agent · live
Refund order #4192 and notify the customer.
Refunded $128.40 · email queued · ticket closed.
thinking · 2 tools used
Ask the agent…

AI Agents

Production AI agents wired to your tools and data. We design, deploy, and operate them — with evals, observability, budget caps, and a kill-switch.

Tool useEvalsTracing

Run · 1.4s · 0 retries

ok
Trigger
Enrich
Branch
Notify
Persist

Workflow Automation

End-to-end automations across CRM, support, finance, and back office. Triggered, observable, and recoverable — built on n8n, Temporal, or custom workers, with AI steps where judgment is needed.

n8nTemporalWebhooks

Knowledge & Document AI

Retrieval over your docs, tickets, and code with cited answers — plus extraction pipelines that turn invoices, contracts, and forms into validated, structured records.

RAGpgvectorExtraction

Voice & Chat AI

First-line support and sales over phone, SMS, and chat. Low-latency voice, your brand's tone, clear AI disclosure, and a clean handoff to a person whenever the caller wants one.

TwilioWebRTCRealtime

AI Evals & LLMOps

Eval suites, tracing, cost controls, and release gates for the LLM features you already run. Catch regressions in CI, not in support tickets — and swap models without a rewrite.

EvalsTracingCI gates

How we engage

Embedded in your team, not parked at the door.

Every engagement starts in your repo, your standups, and your incident channel. We expand the team — we don't replace it. The output is software your engineers will own, with the tests and runbooks to prove it.

  • Two-week sprints with stakeholder demos at the end of each.
  • Code in your repo from the first commit — no black boxes, no IP escrow.
  • Pairing with your engineers so the knowledge transfers, not just the diff.
  • Exit-ready: every project ends with documentation your team can run on.
See how we work

Sprint · 2 weeks

in your repo

Week 1

ship
  • MonPlan
  • WedMid demo
  • FriPR review

Week 2

demo
  • MonPair
  • WedPre-demo
  • FriDemo + retro
Pair w/ your engOpen standupStakeholder demo

  • 1.5 s

    LCP budget every page is built to

  • AA

    WCAG 2.2 level we build and test to

  • Day 1

    Code in your repo and cloud accounts

  • 2 wk

    Between demos of working software

Ready when you are

Bring us your AI Automation problem.

A 30-minute discovery call. No deck, no pitch — just a working conversation.

Start a project