AI built for your business. Not a demo.
We build AI systems around how your business actually operates. One focused agent or a full multi-agent workflow. Grounded in your data, integrated into your tools, and ready to run on day one.
Everything it takesto build AI that actually works.
Use-case definition & guardrails
We define exactly what the system should do, what it should never do, and where a human stays in control.
Single agents & multi-step flows
One agent that does one thing well, or a coordinated system when the work needs it. We build what the problem actually needs.
Data, retrieval & grounding
We connect your data securely, build the retrieval layer, and ensure the model only answers from what it knows.
Tooling & integrations
We securely connect the system to your APIs, CRMs, ticketing tools, and any other tools you use with strict permissions.
Evaluation & monitoring
We set up clear checks that match reality. We monitor spot checks, regression sets, and signals
Launch, iteration & handoff
We stage, roll out, and document the entire system. We hand it over cleanly or stay on retainer to improve it as usage grows.
We did it for Unicollegelink.We can do it for you.
An AI system that matches, scores, and tracks every application.
Unicollegelink helps students get into universities across Canada, the UK, and the USA. V1 built the AI layer underneath for matching, scoring, and pipeline tracking so counselors stopped triaging and started advising.
From one agentto an orchestrated stack.
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.
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 need built. We will tell you if we are the right team for it and exactly how long it will take.
No sales pitch. No slide deck. Just a straight conversation about what you need.