Most teams can ship an agent demo. Few can keep a fleet reliable, governed, and improving in production. Automata Lab designs, builds, and operates AI agents and agentic workflows — for companies of every size.
The hard part isn't the first demo — it's reliability, governance, and continuous improvement once an agent is doing real work. That's the half of the lifecycle almost no one sells. It's the half we specialize in.
agent initiatives never make it from pilot to production. We exist to close that gap — and keep it closed.
Design → Build → Run
Model-agnostic, integrated into your tools and data through open standards — and operated like a product, not a side project.
We map your workflow, find where autonomy beats rules, and design the human-in-the-loop checkpoints before a line of code is written.
Single agents or coordinated multi-agent systems, wired into your stack via open protocols — production-grade, not a throwaway prototype.
Monitoring, evaluation, guardrails, model upgrades, and continuous tuning — billed monthly. This is how agents stay reliable and keep improving.
Agents we build and operate today — ● marks our highest-leverage, fastest-payback offers.
Real, sellable delivery experience across regulated and high-stakes verticals — the places generic automation can't safely go.
Support resolution, dev-productivity agents, and SDR/qualification — built to scale your team without scaling headcount.
Clinical-admin and documentation agents with HIPAA-aware controls, audit trails, and human-in-the-loop by default.
Claims, underwriting, approvals and faster close — with compliance baked in, not bolted on.
Multi-agent inventory → procurement → logistics flows, plus catalog and support automation.
Pharmacovigilance triage, regulatory-submission support, and medical-affairs monitoring — GxP-aware, with full traceability.
From a single agent for a lean team to governed, fleet-scale orchestration for the enterprise.
The managed-operations layer most competitors skip is our core product — so your agents actually stay in production.
Human-in-the-loop, evals, and audit trails on every engagement. The reason your risk committee says yes.
Regulated, finance, and pharma experience that generic "AI automation agencies" can't match.
A distributed team built to serve North America, Australia, and the Middle East — including sovereign-hosting options.
A low-risk path from "what's possible?" to a governed agent running in production.
We map your highest-ROI agent opportunities and give you a prioritized plan. No cost, no obligation.
In 2–6 weeks we ship one production-grade agent against one measurable KPI.
We run, monitor, govern and improve it — and expand to the next workflow when you're ready.
Send us the workflow that's eating your team's time. We'll come back with where an agent pays back fastest — and what it takes to get it into production.