PAGE / 02 Services

Three tracks.
Principal-led.

Enso Labs offers three integrated service tracks: AI Transformation Consulting, Agentic Systems & Products, and Financial AI & Trading Intelligence. Pick one, or run them as a single program.

Avg. engagement  12–24 weeks
Cohort size  8–15 leaders
Sectors  Healthcare · Finance · B2B Tech · Mfg
TRACK / 01CONSULT

AI Transformation Consulting.

Strategy, roadmaps, and governance for executive teams turning AI ambition into commercial growth. Built around the Strategy-to-Ship Framework.

StrategyRoadmappingWorkshopsROI modelingGovernance
01
AI Strategy & Roadmapping

12-month commercial AI roadmap rooted in business case, sized by ROI, and sequenced for pilot-to-production conversion.

6–10 wk
02
AI Readiness & Maturity Assessment

Technical discovery, data audit, organizational scorecard. Where you are vs. where the deck says you are.

2–4 wk
03
Executive Workshops & Cohorts

8–15 person cohorts. Hands-on with Claude, Gemini, GPT-4, MCP, and N8N. Decision-makers leave with a working artifact.

1–2 days
04
Business Case & ROI Modeling

Defensible business case with sensitivity analysis. The version your CFO will actually sign.

3–5 wk
05
Responsible-AI Governance

NIST AI RMF · FDA / MLR / PRC compliance · model evaluation framework · policy & documentation.

4–8 wk
06
Change Management & Adoption

Org design, comms, enablement curriculum. Measured by adoption and value realized — not seats sold.

8–16 wk
TRACK / 02BUILD

Agentic Systems & Products.

We architect, build, and ship the production systems your strategy depends on. Same operator, no hand-off from advisor to engineer.

LangGraphClaude APIMCPCrewAIN8NRAGPython
07
Multi-Agent Architecture

LangGraph / CrewAI orchestration. ReAct agents, parallel fetchers, evaluator loops. Built for observability and rollback.

8–14 wk
08
RAG Knowledge Systems

Domain-encoded retrieval. Eval harnesses, hallucination guardrails, evidence-trail UX. Tuned for expert review.

6–10 wk
09
Workflow Automation

N8N + Claude API + scheduled tasks. Lead gen, research pipelines, ops automation. Quietly running 24/7.

3–6 wk
10
MCP Server Development

Model Context Protocol servers, tool integrations, custom connectors for Claude & Perplexity Computer.

2–6 wk
11
AI Center of Excellence

CoE design, knowledge bases, brand-safe templates, governance, enablement curriculum. Heller-grade.

12–24 wk
12
Custom AI Products

End-to-end product builds: front-end, agent backbone, eval loop, deploy & ops. From v0 to production.

12–20 wk
TRACK / 03SHIP

Financial AI & Trading Intelligence.

Production-grade trading infrastructure powered by the Enso Trading Terminal. We run our own — and we’ll build yours.

AlpacaPublic.comHyperliquidaltFINSAES-256-GCM
13
Signal Intelligence Platforms

News-driven signal pipelines, RWW (Real / Win / Worth) scoring, evidence-trail UX. Production-tested at Gore.

10–16 wk
14
Autonomous Trading Systems

Strategy engines, execution layer, risk caps, kill switches. Equities · options · crypto / DeFi.

12–20 wk
15
News-Driven Algorithms

Event detection, sentiment classification, signal-to-trade pipelines. Latency-aware where it matters.

6–10 wk
16
Options Flow & Strategy Lab

Options Lab with strategy testing, IV surfaces, flow analytics. Decision support, not black box.

6–12 wk
17
Crypto / DeFi Strategy Engine

Hyperliquid + altFINS integrated. Automated screening, position sizing, on-chain execution.

8–14 wk
18
Brokerage API Integration

Alpaca, Public.com, Hyperliquid — paper to live, with full compliance & audit trails.

3–6 wk
§ 04 Engagement models

Three ways to start. All fixed-fee.

DIAGNOSTIC

2-Week AI Audit

Fixed fee

Maturity assessment, opportunity map, prioritized backlog. End with a written roadmap and a working agentic prototype.

  • Stakeholder interviews · 6–8 leaders
  • Technical & data audit
  • Opportunity scorecard
  • Working agentic prototype
★ MOST COMMON

12-Week Pilot-to-Production

Strategy    ship

Diagnose · Design · Build · Hand-off. The full Strategy-to-Ship Framework, scoped to one high-leverage use case.

  • Roadmap, business case, governance
  • Production agentic system
  • Eval harness & ops runbook
  • 8–15 person enablement cohort
RETAINER

Embedded AI Operator

Quarterly

Senior advisor + builder embedded with your team. Continuous shipping, governance, and CoE stewardship.

  • Weekly working sessions
  • Direct access · Slack / Signal
  • Architecture & eval reviews
  • Quarterly strategy refresh
§ 05 Common questions

Five answers, asked often.

What is AI transformation consulting?+ open

AI transformation consulting helps enterprises convert AI ambition into commercial outcomes. The work spans 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.

What are agentic systems?+ open

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.

How long does a typical engagement take?+ open

12–24 weeks for full Strategy-to-Ship engagements, with 2-week diagnostics available as a fixed-fee starting point.

What industries do you work with?+ open

Healthcare and Pharma, Financial Services, B2B Technology, and Advanced Manufacturing.

What certifications does Enso Labs hold?+ open

Anthropic (Claude Code), Google AI, OpenAI. Sav Banerjee is also a Perplexity AI Business Fellowship winner and member of Perplexity Business.

Pick a track.
Or run all three.

Most engagements span two tracks. The Trading Terminal proves a principal-led studio can run consult, build, and ship simultaneously.