Ship AI Features in Days,
Not Months
Production-ready AI components to plug into your product. No AI team required.
Zach Deane-Mayer
FOUNDER
AI executive & Kaggle Grandmaster: 15+ years building with AI and ML.
Competitions
grandmaster15+
Years in Artificial
Intelligence6
Patents
Filed2
Classes
taught10,000+
Models
trained
AI Components
DOCUMENT INTELLIGENCE
Extract data from PDFs, tables, and technical drawings
- 60× faster than GPT-4o baseline
- 10× more cost-effective at scale
- Handles complex technical docs
- Typical delivery in 1-2 weeks
- Full API documentation included
VISUAL AI SYSTEMS
Object extraction, image alignment, multi-image reasoning
- Up to 98% accuracy
- As low as 500 ms response time
- Alignment & diff detection
- Typical delivery in 2 weeks
- Optional logging
CUSTOM AI AGENTS
Multi-step reasoning for complex workflows
- Meet your specific needs
- Hallucination mitigation built-in
- Reflection & validation loops
- Typical delivery in 4 weeks
- Includes evaluations
- Book a discovery call now!
How It Works
Discovery Call
30-minute session to capture your feature goals & success metrics.
Rapid Prototype
Working demo on your data in just 2–3 days.
Production Delivery
Fully tested, documented and deployed in 1–2 weeks.
Current and past clients
- 01
LightTable.ai
Built ML pipeline to auto-detect and remediate technical issues in construction drawings pre-construction, reducing errors and costly rework.
- 02
Durable.co
Interim Head of Engineering. Launched flagship blogging agent, rebuilt core architecture, established ML dev standards with robust logging and automated evaluations, and recruited 3 engineers.
- 03
Brain Chemistry Lab
Developed ML biomarker for diagnosing neurodegenerative diseases from blood tests, enabling earlier detection and intervention.
- 04
Airwave
Built vector search system for technical document RAG with table extraction and semantic table retrieval. Developed reflection-based prompting to reduce hallucinations.
- 05
DobbyHome.com
Advised on AI strategy and developed comprehensive AI roadmap.
- 06
Major Linux Distribution
Developed AI transformation strategy, repositioning HPC offering for AI workloads and creating product roadmap for AI-optimized Linux distribution with competitive differentiation in ML/DL market.
- 07
AI for Business Writing Startup
Matured an AI storytelling platform, built a company-wide AI strategy.
- 08
Kubernetes for AI Startup
Drove AI strategy and product development. Developed GPU forecasting algorithm, enhancing cluster efficiency and auto-scaling capabilities.
- 09
AI for Healthcare Startup
Drafted the company-wide AI strategy, synthesizing insights from executive and clinician interviews. Wrote 5-year product roadmap and initiated patent development.
- 10
AI-Driven Private Equity Fund
Drafted the company-wide AI strategy, projecting 5-years of market change and identifying opportunities to use AI to scale a tech and IP acquisition business.
- 11
DataRobot
VP of Engineering. Founded and led the GenAI team: launched Vector DB and LLM Playground products. Built core AutoML algorithms compressing weeks of ML engineering into minutes. Led the Core ML team integrating vector search and embedding models into the AutoML platform. Authored multiple granted patents.