What we build
AI-native commercial operations
The agentic workforce behind your commercial growth engine. Custom AI software we build and run with your team, so a small team does what used to take a large one, and owns every piece of it.
Life sciences is years behind modern commercial software
Most commercial teams in this market still run on a generic CRM, third-party lists and manual work, with tools that don't talk to each other. The seams are where the pipeline leaks.
AI-native means the entire stack is built on AI from the ground up, not AI-enabled marketing: account intelligence, contact coverage, targeting, outreach, content and pipeline, built as one integrated system.
A workforce of agents, not a headcount
What it does
Agents and automated pipelines classify, score, research, draft and monitor around the clock: research an account, draft the outreach, watch a market and report what changed.
How it's held
Each agent runs inside limits a person sets: what it may touch, how far it may go before it stops, and what a person must approve.
Who decides
A person decides at the edge, and a person clicks send. The rep reviews; the rep doesn't transcribe.
Why it holds up
The skills and tools are the same whether a person or an agent is driving, so work moves to an agent only once it runs the same way every time.
Software we build, not software we resell
AI builds made for your market and owned by you. We build on top of the frontier AI platforms rather than competing with them, so the system gets better as they do.
Your own commercial software
- One screen your team opens every morning
- Enrichment pipelines that keep your market current
- Research grounded in your own data and documents
- LinkedIn, email and the rest of your channels, run from one place
Any model, Claude preferred
The model is a processor. When a better one arrives we swap it, and the data, the context, the skills and the agents built around it stay.
The method runs in the software
AI development grounded in life sciences data and proven sales method, so it runs the same way every time.
AI-native commercial operations, in plain answers
What does AI-native commercial operations mean?
It means the entire stack is built on AI from the ground up: account intelligence, contact coverage, targeting, outreach, content and pipeline, all connected and run as one operating system.
Does AI replace the sales team?
No. What the person stops doing is the clerical part: the system takes in the meetings and the email and writes the updates. A person still decides at the edge.
Do you build the AI software or resell a tool?
We build it, alongside your team, for your market. The data, the database, the repository, the app, the agents and the reasoning behind them are yours from the first day.
Which AI model does it run on?
Any model. Claude is our preference, and because the model is a processor, a better one can replace it without a rebuild.
Next step
Bring us your market. We'll show you the system.
Every engagement starts the same way: one working session on your market, your buyers and your goals, before anyone proposes anything.