AI services for production systems
RAG, agent workflows, LLM integrations, architecture reviews, and fractional technical leadership for teams that need working systems, not another demo.
AI Roadmap
A practical AI roadmap tied to data, product constraints, team capacity, and measurable risk.
Code Audit
Technical audits for AI, RAG, agents, codebases, vendor decisions, and production risk.
System Design
System design for LLM products, retrieval layers, evaluation loops, and resilient production paths.
Fractional CTO
Fractional CTO and Head of AI support for startups and teams that need senior judgment now.
ML Engineering
Model selection, inference paths, evaluation, and cost-aware production architecture.
Agent Swarms
Agent workflows with tools, permissions, traces, handoffs, and evaluation.
RAG Systems
RAG systems for internal documents, support, search, citations, and source controls.
UI Engineering
Interfaces for reviewing AI outputs, traces, confidence, source evidence, and operational status.
Voice Interfaces
Conversational audio flows when latency, interruption handling, and reliability matter.
Forgewright
AI-assisted scaffolding engine.
Directed Systems
Human-in-the-loop collaboration framework.
Custom Ops
Intake, review, reporting, and operations tools connected to the systems being built.