I build AI companies that ship.
30 years. Fortune 500 transformations. AI startup exits. 1000+ person global teams. One playbook that works at every scale.
Track Record
Most venture builders talk theory. I ship products.
In the last 30 years, I've:
- • Built $100M+ in enterprise value with data
- • Built and exited multiple companies (latest: Conclusn, 2024)
- • Led global teams from 1 to 1000+ across three continents
- • Created an AI coding engine that cuts development time by 70%
Now I build the next ones.
Agentic coding research
I study how AI coding agents actually work.
I run a private research mart over my Claude Code and Codex CLI work, then publish the factory so other serious operators can measure their own loops.
Canonical latest-session mart for behavior analysis
Shell, file edits, search, planning, delegation, MCP, and web
Sanitized logs and spans for runtime and dispatch analysis
I analyze real Claude Code and Codex CLI work locally: sessions, turns, tool calls, errors, retries, verification gaps, and runtime telemetry.
The point is not dashboard theater. I look for non-obvious loop failures and turn them into concrete protocols that make agentic coding more reliable.
The raw data stays private. The methods, schemas, skills, benchmark cards, and repeatable operating practices become public infrastructure.
Projects, Ventures & Exits
Building AI-powered companies that solve real problems and create real value across industries.
Active Ventures
Insurance AI
Boring AI for real businesses. Turns AI tasks into governed, auditable business processes. Same outcome every time. No hallucinations where it matters. First vertical: insurance. Submission triage. Claims intelligence. Bordereaux validation.
Projects
AI Orchestration Brain
The control plane for AI agent fleets. Coordinates multi-step workflows across machines: intent classification, task routing, retry, and full observability. Turns "agents on different servers" into one coherent system. Built on Temporal.
API → AI Tool in 60 Seconds
Convert any API into an enterprise-ready AI-enabled tool in 60 seconds. The integration layer that lets enterprises plug AI into existing systems without months of custom work. 50% faster API integration than build-it-yourself.
Enterprise AI Agent Platform
Enterprise-hardened fork of OpenClaw. Multi-channel AI gateway connecting Claude to 35+ messaging platforms and tools — Slack, Discord, Teams, internal systems. Auth, routing, and workflow orchestration for conversational AI in production.
AI Coding Infrastructure
Intelligent System for AI Augmented Coding. AI coding infrastructure that learns from every error. Thinks like a senior architect, catches hallucinations, and ships clean code 40% more accurately than baseline.
Cross-Machine Agent Coordination
Task dispatch protocol for AI agents on different servers. Send an intent, get structured evidence back. Multi-step workflows route across machines with automatic retry and policy enforcement. No SSH scripting. No manual orchestration.
Open Standard for Agentic AI
Apache 2.0 specification giving auditors, security teams, and engineering leaders a common vocabulary for governing AI agents. Declarative agent contracts, memory governance, identity delegation, observable execution. Designed to make AI auditable before regulators make it mandatory.
B2B Target Prioritization & AI Readiness
Six-dimension ICP scorer for B2B targets. Pulls SEC filings, job postings, patents, Reddit sentiment, and technical signals. Composite score yields tier + close probability. Auto-syncs to HubSpot. In active use for SynapseDx BD pipeline.
Programmatic Otter.ai Transcript Pipeline
Unofficial Python API and CLI for Otter.ai. Batch download transcripts, manage speeches and speakers, export to JSON, TXT, PDF, or DOCX. Powers the SynapseDx meeting intelligence stack — every transcript that flows into the knowledge base comes through here.
Multi-Provider Model Routing
Minimal, auditable bash tool for switching AI providers in Claude Code. One command swaps between Anthropic, DeepSeek, Gemini, KIMI, or local models. Configuration-driven. No hidden network calls. For developers who want control over which model answers.
Successful Exits
Healthcare Analytics
Conclusn is a healthcare analytics platform transforming EHR/PM data into actionable business intelligence for medical practices. Specialized in ophthalmology and specialty practices with custom dashboards, predictive insights, and revenue optimization tools.
Enterprise Business Intelligence
Microsoft Certified Partner specializing in Business Intelligence and Information Worker competencies. Built enterprise data warehouses, OLAP solutions, and integrated Microsoft platform implementations. Delivered training partnerships with Microsoft and achieved significant ROI across multiple verticals through advanced SQL Server Analysis Services and SharePoint solutions.
What I Do
Three things, across AI startups and Fortune 500 transformations.
From napkin sketch to exit. Current portfolio spans enterprise AI infrastructure, insurance AI, and AI development tools. My own AI engine means I ship in weeks, not years.
I've driven $100M+ in enterprise value, saved $30M+ by fixing broken processes, and turned data graveyards into goldmines. Avanade, Oracle, Fortune 500. Been there, transformed that.
I advise boards and C-suites on AI, digital transformation, and data monetization. When executives need to know what's real and what's a slide deck, they call me.
Results Speak Louder Than Pitches
Expertise Areas
Broad spectrum of technical and business expertise spanning multiple industries and scales.
AI & Machine Learning
Startup → Scale → Exit
Enterprise Digital Transformation
$1B+ Impact
Data Monetization & Analytics
30 Years Deep
Cloud Architecture & Optimization
70% Cost Reduction
Team Scaling
1 → 1000+ Global Teams
Advanced Modeling & Simulation
CFD to AI
Michael Isaac
Chief Product Officer, SynapseDx
I've spent three decades turning chaos into cash flows.
Started coding at 12 on a Commodore 64. Built my first company at 25. Led thousand-person teams at Avanade by 40. Exited my latest venture at 55.
The highlights reel:
- • Drove 27% revenue growth for a Fortune 100 with analytics
- • Led global teams generating $50M+ a year
- • Designed data strategies across healthcare, aerospace, and finance
- • Built ISAAC — an AI coding engine that cuts errors by 40%
- • Built Coherence Gateway — turns any API into an AI-ready tool in 60 seconds
Today: My day job is Chief Product Officer at SynapseDx, building enterprise AI infrastructure for Fortune 500s. MPIsaac Ventures is my personal brand. Through it, I take select advisory engagements and back early-stage AI ventures. Healthcare, fintech, enterprise. If data can transform it, I'm interested.
Instrument-rated pilot. Scotch enthusiast. Grandpa to 5 girls. I wish I still held the 1983 world record for Atari Seaquest.
Get in Touch
Have a question or want to work together? I’d love to hear from you.
Email: [email protected]
Location: Excelsior, MN