/01Automate
AI agent development
Goal-driven agents with tools, memory and hard guardrails. They read your systems, take actions, hand off to a human when confidence drops, and log every decision they made.
AI agent & automation studioEmbedded senior engineers
We build the agents that do the work.
We map the work your team repeats, then build and run the systems that do it: custom agents, workflow automation and retrieval over your own knowledge. The leverage of a senior AI hire, without the headcount.
Map
Find the work worth automating
Build
Put a pilot live inside eight weeks
Run
Operate, measure, improve
Any model. Same system.
We build around your workflow, not around one vendor's API.
OpenAIAnthropicGoogleDeepSeekMistralOllamaMeta
01 · Services
What we build, and run.
Three ways in: automate the work your team repeats, build the product around it, or embed our engineers alongside yours. Usually all three, in that order.
/02Automate
Workflow automation & integrations
The unglamorous plumbing that makes the rest possible. n8n, queues, retries, idempotency, webhooks and the twelve edge cases nobody wrote down.
/03Automate
RAG & internal knowledge
Answers with citations, or no answer at all. Chunking, hybrid retrieval, permissioning that respects who is allowed to see what.
/04Build
LLM apps & MVPs
Full products, not demos. Streaming interfaces, model routing, cost ceilings, offline evals and a deployment story your team can maintain.
/05Embed
Embedded engineers & AI strategy
Senior AI engineers in your standups and your repositories, plus a ranked roadmap for the quarters after this one.
02 · Process
From free audit to production.
Four phases, each with something you keep at the end. The audit is free; everything after it is fixed-price, quoted up front. Most teams have a pilot live inside eight weeks.
01Week 1 · Discovery
Audit
A free 30-minute call, then a working session on your real process. We map the workflow, count the handoffs and rank what is actually worth automating.
→ workflow map, ranked list
02Week 2 · Strategy
Roadmap
What we build first and what it replaces. Where your data is allowed to go, which models run where, and a fixed price for each phase before anyone writes code.
→ roadmap, fixed quote
03Weeks 3–8 · Build
Implementation
Agent, tools, guardrails and the boring reliability work. Shipped behind a flag to one team, with evals, traces and cost caps on from the first request.
→ pilot in production
04Ongoing · Optimize
Operate or hand over
We watch it settle, tune the thresholds and extend it to the next workflow, or teach your engineers the whole thing and leave. Both are fine outcomes.
→ runbook, handover
03 · Live run
Watch one run.
A customer emails about a double charge. Follow the agent through each step, from reading the email to sending the refund. A person steps in only when it isn’t sure.
refund request · example runillustrativeready
- Email arrivesinbox
- Sent automatically Person reviews
The customer asks
Dana Whitfield
dana@northfield.example
Charged twice?
Hi, I think I was charged twice for invoice #4471 on the 3rd. Can you fix it before our month-end close on Friday? Thanks, Dana
What the agent is doing
Waiting for a ticket…
The answer
Nothing written yet.
waiting...
04 · Stack
Every tool your engineer arrives with.
The kit we build and run with, and a straight answer on who pays for what. Anything billed by usage or holding your data goes in your name, so you own it outright when we step back. The rest is open source.
- Anthropic APIClaude modelsYour account
- OpenAIGPT modelsYour account
- Google GeminiLong-context, multimodalYour account
- Ollama · Llama · MistralOpen weights, on-premOpen source
- MCP serversTool access for agentsOpen source
- n8nWorkflow automationOpen source
- TemporalLong-running jobsOpen source
- ZapierQuick SaaS glueYour account
- Postgres + pgvectorStore and searchOpen source
- SupabaseManaged PostgresYour account
- PineconeVector search at scaleYour account
- UnstructuredDocument parsingOpen source
- AWSPrivate workloadsYour account
- VercelApps and endpointsYour account
- CloudflareEdge and workersYour account
- DockerPortable deploysOpen source
Plugs into what you already pay for
- Slack
- Microsoft 365
- Google Workspace
- HubSpot
- Salesforce
- Stripe
- Zendesk
- Notion
- Jira
- + anything with an API
05 · FAQ
The awkward questions.
Straight answers to what people usually ask on the second call.
01How do you actually work with our team?
Embedded. Our engineers sit in your standups, work in your repositories and ship through your review process, so the context stays with your team and the work doesn't arrive over the wall at the end. You get the leverage of a senior AI hire without adding headcount.
02What happens when the agent gets it wrong?
It's designed to get things wrong quietly and visibly. Confidence gates, allow-lists on side effects, dry-run modes, and a full trace of every tool call. Anything irreversible needs a human, by default, until you decide otherwise.
03Does our data go to a model provider?
Only if you want it to. We build against your keys and your accounts, and where policy or regulation says data stays in, we run open weights on your infrastructure instead. That decision gets made in week one, not discovered in month two.
04Who owns the code?
You do, from the first commit, in your repositories. No wrapper platform, no per-seat license on your own automation, no hostage situation if you'd rather take it in-house.
05What does it cost?
Fixed price per phase, quoted after the audit, so you're never buying an open-ended hourly commitment. The first call is free, pilots are deliberately small, and if the audit says automation is the wrong tool, we say so and there's nothing to buy.
06How soon can we start?
The audit is a 30-minute call and then a working session on your real process. Build work starts once the roadmap and the fixed quote are signed off, usually the week after.
06 · Next step
Bring your worst workflow.
Thirty minutes, no deck, no sales pitch. Describe the process, we'll tell you where an agent fits, where it doesn't, and what the first eight weeks would look like.
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