Applied AI Excellence
The list of people who have done this before, is short.
AI Transformation
Strategy & Implementation
End-to-end AI transformation services helping organizations develop strategy, build capabilities, and establish AI software factories for sustainable innovation.
Services
Boundary Enforcement
Control & Safety
Implementation of robust guardrails and safety measures for AI systems, leveraging our research in neuro-symbolic engines, cryptographic gating, and behavioral proof techniques.
Services
Case Studies
The Future Now: 15 Years Building at the Frontier of AI
From distributed face recognition networks in 2010 to personal assistant AI and long-goal agents in 2025, Differential AI Lab staff have consistently shipped production AI systems years ahead of mainstream adoption — across computer vision, NLP, generative models, RAG, and autonomous agents.
The Differential Method: AI Fluency That Compounds
The Differential Method moves through three phases — Mindset, Skillset, Toolset — in that order, every time. Small cohorts of 8-15 people. Hands-on from minute one. Participants' own work as input, durable artifacts as output. The market is full of AI training that teaches concepts. This methodology changes behavior.
Agent Action Gating: Cryptographic Boundaries for AI Cloud Purchasing
Our PolicyGate smart contract written in Rust for NEAR Protocol enforces hard boundaries on AI agents purchasing cloud infrastructure. Every agent action must pass budget certification and goal certification before execution, providing cryptographically verifiable proof that autonomous spending stays within authorized limits.