Enso Labs is a principal-led AI managed-services studio. We encode your industry expertise into managed agents — then build and operate them in production. From stakeholder research to a shipped, running system — across healthcare, finance, manufacturing, media, and B2B tech.
↳ managed agents, built and operated
Enso Labs is a principal-led studio founded by Sav Banerjee — a 15-year enterprise strategist turned agentic-systems builder.
Every engagement is led by a senior advisor who also builds. Our specialist network scales with the work — no bloated teams, no hand-offs.
We run the same infrastructure we build for clients: the Enso Trading Terminal runs autonomous signal intelligence, multi-agent research, and brokerage execution in production — twenty-four hours a day.
The same encode → build → operate we bring to regulated operations, we bring to growth — segmentation, campaigns, and brand, run as agents.
It starts with research — stakeholder interviews, data and workflow audits, AI-readiness assessment — to frame the decision the system must make and the roadmap to get there, across healthcare, finance, manufacturing, media, and B2B tech.
Then we build the custom AI product — agent architecture, RAG, MCP integrations, and workflow automation — engineered against your real data and shipped end-to-end by a principal-led team.
The shipped intelligence system, running in production — financial AI agents, autonomous trading, and real-time signal intelligence, built on the same Claude infrastructure that Goldman Sachs, Citi, and JPMorgan now adopt. Brokerage API integration and MCP-connected agents. Anthropic Certified.
Pulled from live enterprise engagements and the Enso Trading Terminal. No vanity metrics.
Four phases. Principal-led delivery. Designed so a Fortune 500 pilot doesn’t die in the lab.
AI maturity assessment, technical discovery, stakeholder mapping. We measure where you actually are — not where the deck says you are.
Roadmap, business case, governance frame, and the production architecture. We design for shipping — not for the deck.
Agent architecture, RAG, MCP, integrations. The advisor and the build team work as one unit — so nothing gets lost in translation.
Center of Excellence, enablement cohorts, governance handoff. We engineer ourselves out of the org — by design.
Have a system that needs to ship? Let's talk.
