Read
Agents that see everything
Deploy agents that read your existing database and observe real user interactions — not how the manual says the workflow runs, but how it actually runs. No hardware work. No rip-and-replace. Read-only, safe, fast.
We don't replace your systems. We build agents inside them. Keep your stack. Inherit the agentic layer.
Read
Deploy agents that read your existing database and observe real user interactions — not how the manual says the workflow runs, but how it actually runs. No hardware work. No rip-and-replace. Read-only, safe, fast.
Connect
Our engineers write thin, clean API adapters within your existing application. Your system starts exposing what it always contained — data, events, workflows — through standard interfaces.
Publish
The moment the adapters go live, your legacy system emits events: study.amended, consent.signed, result.received. Subscribers plug in. Your twenty-year-old platform suddenly talks to the modern world.
Keep
Existing systems stay un-migrated and un-replaced. No downtime, no retraining, no committee-killing rip-and-replace. Keep the body. Inherit the brain.
Upgrade
Agents graduate from seeing your workflows to executing them — on your trust schedule. Start read-only. Expand when compliance and the team are ready.
Compliance
Every event we publish is timestamped and traceable. Every agent action is logged. Pharma-grade by design — the same standards we built for clinical trials.
Problem
Data locked behind manuals. Humans copy-pasting between screens. Integrations queued on a vendor roadmap. Your systems don't need replacing — they need a nervous system.
For
Biotechs on powerful legacy software. Clinical teams drowning in swivel-chair workflows. IT leads with integration backlogs measured in years. Anyone who wants the agentic era without burning the stack.
Pilot
One conversation. One pilot system. One week. We pick your messiest workflow, attach the agents, wire the first webhooks, and show your data flowing — before you've changed a single line of your core system.