From prompts to systems.
We build AI that fits your workflows. Whether it's a single focused agent or multi-agent orchestration, grounded in your data, and built to scale.
Most AI projects die after the first screenshot.
They die because nobody defined success, the data isn't ready, or the system can't be fixed when it drifts — and the team that built the demo isn't the team that has to run it Monday morning.
We start from outcomes and failure modes, not buzzwords. Models are tools; judgment is still yours — we make the system legible, testable, and possible to improve without re-architecting every month.
One lane or many —designed as a system.
Use-case definition & guardrails
What "good" looks like, what must never happen, and what humans still own. We don't ship a chatbot because the board asked for "AI" — we ship something with a job.
Single agents & multi-step flows
A focused agent that does one thing well — or orchestration when the work genuinely spans tools, approvals, and handoffs. Same team, same standards either way.
Data, retrieval & grounding
What the model can see, how it's retrieved, and how freshness is handled — so answers aren't confident fiction when the wiki is wrong.
Tooling & integrations
APIs, CRM actions, ticketing, scheduling — with clear permissions and logging so automation doesn't become a backdoor.
Evaluation & monitoring
Lightweight checks that match reality: spot checks, regression sets, and signals when quality drops — so you catch drift before customers do.
Launch, iteration & handoff
Staging, rollout, and documentation for prompts, configs, and failure modes — plus retainer if you want us improving the system as usage grows.
From one agentto an orchestrated stack.
We did it for Relaydesk.We can do it for you.
Support that scales without sounding like a robot.
We combined a triage agent with ticketing integrations and human escalation — grounded in their help center with evals tuned on real conversations, not cherry-picked demos.
Anyone can prompt ChatGPT.We build something you can run.
Demo on a slide deck
Staging you can stress-test with real data slices — before you promise it to customers
Model as the whole product
System design: retrieval, tools, permissions, and failure handling — the model is one piece
Mystery prompts nobody owns
Versioned configs and change notes — so updates don't happen by accident
Ship fast, fix never
Monitoring and iteration plan — AI behavior shifts; we plan for that
One-off scripts
Architecture that can grow from single agent to orchestration without a rewrite
Typical pilot window for a scoped agent or workflow — depends on integrations
Design, implementation, and evaluation — not a separate "AI team" and app team
Straight talk on limits — we'd rather under-promise and ship something solid
Simple process.No surprises.
Discovery
Focused intake. Right questions asked upfront — goals, audience, competitors, scope. Clear direction, not just notes.
Strategy & Direction
One clear recommendation: positioning angle, design direction, approach. No decision fatigue.
Build
Design and development run simultaneously using AI to move fast without sacrificing quality. Staging link before anything goes live.
Launch & Handoff
Live together. Full walkthrough so you can manage the basics. Retainer available for ongoing partnership.
Three waysto work with us.
AI Quick Build
Starts at
$2,500
A landing page, a single automation, a specific tool. Scoped tight, delivered fast.
- Clear scope upfront
- 2–3 week delivery
- Staging + QA included
- Full handoff
AI Workflow Overhaul
Starts at
$10,000
A full site, product, or set of connected systems — designed, built, and handed off properly.
- Strategy session included
- Design + dev in parallel
- Staging + revision rounds
- Full walkthrough at launch
V1 Retainer
Fixed monthly
$6,000/month
V1 as your ongoing build and AI team. An AI department on demand, without the overhead.
- Dedicated monthly capacity
- Priority turnaround
- Regular syncs
- Direct Slack access
Don't take our word for it.
“We'd already burned budget on a 'copilot' that hallucinated our pricing. V1 rebuilt the retrieval layer and added checks we could actually see in logs. It's boring in the best way — it works in prod.”
Hannah Weiss
VP Product, Relaydesk
Questions we get a lot.
Your next versionstarts here.
Tell us what you're building. We'll tell you how fast we can help.
No decks. No drawn-out process. Just a real conversation about what you need.