AI Strategy & Implementation
From audit to roadmap to deployment. Together we identify the workflows where AI meaningfully changes the unit economics, then implement them end to end.
AuditRoadmapBuildHandover
Services
AI consulting and implementation, built around working systems.
Every engagement is scoped to ship. The deliverable is operational AI inside your business — not a deck, not an indefinite pilot.
What I do
Four practices, designed to interlock.
Workflow Automation (n8n + APIs)
Production-grade automations connecting your tools, data and AI models. Triggered, observable, version-controlled — designed to replace recurring manual work.
n8nAPIsWebhooksIntegrations
AI Copilots
Domain-specific assistants grounded in your context — operations, compliance, partnerships, sales. They respond using your data, your rules and your tone.
Custom GPTsRAGTool-useGuardrails
Decision Systems (BUY / WAIT / AVOID)
Frameworks that ingest signals and produce a clear recommendation with rationale. Useful wherever a person is repeating the same judgment — procurement, hiring, partner risk, market entry.
ScoringRules + LLMAudit trail
Engagement models
Three ways to work together.
Project sprint
Fixed scope, phased delivery, one operational system. Best for organizations with a clear bottleneck and an internal owner ready to take handover.
AI Partner retainer
Ongoing partnership: monthly capacity to design, ship and iterate systems as priorities evolve. Best for teams building AI as a continuous capability.
Diagnostic engagement
Focused audit and roadmap. We identify the highest-leverage workflows and produce a prioritized implementation plan with realistic effort and impact ranges.
Deliverables
What you get at the end of an engagement.
Every project ends with a system your team can run, evolve and audit — not a black box.
- Working system in production
- Architecture and data-flow documentation
- Runbooks and observability setup
- Versioned automations and source code
- Stakeholder demos and handover sessions
- Optional ongoing monitoring and iteration
Ready to scope a project?
See how these services apply in practice in the use cases, or send a short brief — you'll get a personal reply within 48 hours.