Enso Labs is an enterprise AI consulting firm offering three integrated service tracks: AI Transformation Consulting, Agentic Systems & Products, and Financial AI & Trading Intelligence. Pick one, or run them as a single program. Based in New York City.
Strategy, roadmaps, and governance for executive teams turning AI ambition into commercial growth. Built around the Strategy-to-Ship Framework.
12-month commercial AI roadmap rooted in business case, sized by ROI, and sequenced for pilot-to-production conversion.
Technical discovery, data audit, organizational scorecard. Where you are vs. where the deck says you are.
8–15 person cohorts. Hands-on with Claude, Gemini, GPT-4, MCP, and N8N. Decision-makers leave with a working artifact.
Defensible business case with sensitivity analysis. The version your CFO will actually sign.
NIST AI RMF · FDA / MLR / PRC compliance · model evaluation framework · policy & documentation.
Org design, comms, enablement curriculum. Measured by adoption and value realized — not seats sold.
We architect, build, and ship the production systems your strategy depends on. Same operator, no hand-off from advisor to engineer.
LangGraph / CrewAI orchestration. ReAct agents, parallel fetchers, evaluator loops. Built for observability and rollback.
Domain-encoded retrieval. Eval harnesses, hallucination guardrails, evidence-trail UX. Tuned for expert review.
N8N + Claude API + scheduled tasks. Lead gen, research pipelines, ops automation. Quietly running 24/7.
Model Context Protocol servers, tool integrations, custom connectors for Claude & Perplexity Computer.
CoE design, knowledge bases, brand-safe templates, governance, enablement curriculum. Heller-grade.
End-to-end product builds: front-end, agent backbone, eval loop, deploy & ops. From v0 to production.
We design and deploy AI agents for financial services — from autonomous trading systems to market intelligence platforms. Built on Claude’s financial services infrastructure with MCP-connected brokerage APIs, real-time signal processing, and production-grade security.
Claude + Alpaca/Public.com/Interactive Brokers. Strategy engines, execution layer, risk caps, kill switches.
Real-time signal aggregation and synthesis. News-driven pipelines, RWW scoring, evidence-trail UX.
Model Context Protocol for financial APIs. Paper to live, structured tool calls, typed surfaces.
Options Lab with IV surfaces, flow analytics, strategy testing. Decision support, not black box.
Multi-exchange, multi-agent. Automated screening, position sizing, on-chain execution.
End-to-end data pipelines for market data, alternative data, and financial analytics.
Audit trails, encryption, access controls. Production-grade security for regulated environments.
Maturity assessment, opportunity map, prioritized backlog. End with a written roadmap and a working agentic prototype.
Diagnose · Design · Build · Hand-off. The full Strategy-to-Ship Framework, scoped to one high-leverage use case.
Senior advisor + builder embedded with your team. Continuous shipping, governance, and CoE stewardship.
AI transformation consulting is an enterprise AI consulting engagement that helps organizations convert AI ambition into commercial outcomes. The work spans AI strategy and roadmapping, AI readiness and maturity assessments, executive workshops, business case and ROI modeling, change management, and responsible-AI governance — anchored on the Strategy-to-Ship Framework. Enso Labs is an AI consulting firm in New York that delivers these engagements principal-led.
Agentic systems are production AI workflows where autonomous agents — built on LangGraph, CrewAI, the Claude API, and the Model Context Protocol — orchestrate tools, retrieve from RAG knowledge bases, and ship work end-to-end. Enso Labs builds them with eval harnesses, observability, and rollback baked in from day one.
12–24 weeks for full Strategy-to-Ship engagements, with 2-week diagnostics available as a fixed-fee starting point.
Healthcare and Pharma, Financial Services, B2B Technology, and Advanced Manufacturing.
Anthropic (Claude Code), Google AI, OpenAI. Sav Banerjee is also a Perplexity AI Business Fellowship winner and member of Perplexity Business.
Yes. Enso Labs provides cloud managed services for AI infrastructure — including deployment, monitoring, and operational support for production agentic systems, MCP servers, RAG pipelines, and Claude API integrations. Our cloud managed services cover architecture design, CI/CD pipelines, observability, and compliance layers across AWS, GCP, and Vercel environments.
We build production AI agents for trading, market intelligence, portfolio management, and financial analysis — using Claude's financial services infrastructure with MCP-connected brokerage APIs (Alpaca, Public.com, Interactive Brokers). Our Enso Trading Terminal has been running autonomously in production since 2025, predating Anthropic's formal financial services agent launch.
End-to-end Claude implementation and operational support — from MCP server development to multi-agent deployment to compliance-ready governance. Certified Anthropic partner with shipped production systems.
Most engagements span two tracks. The Trading Terminal proves a principal-led studio can run consult, build, and ship simultaneously.
