Workflows that think, act, and deliver.

Local-first AI agents that run on your machine, route across any model, and stay fully under your control.

Services

14-day sprints. Paid PoC, not free pilot. Before/after metrics on every engagement.

A

Ops Automation Sprint

14-Day Paid PoC

Map your highest-friction process, build the local-first automation, validate with real data, and hand off a system your team can run — with full audit trail and zero data leaving the machine.

  • Process mapping & bottleneck identification
  • Agent workflow build (local data, multi-model routing, approval gates)
  • Runbook & one-page SOP with audit logs
  • Before/after performance report with quantified outcomes
Outcome: 5–10 hrs/week recovered per team
C

Content Ops Sprint

14-Day Paid PoC

Define acquisition goals, then build the AI pipeline that connects ideation, production, distribution, and conversion — with every step traceable and every model interchangeable.

  • Funnel architecture & messaging framework
  • Production pipeline (ideation → draft → repurpose → publish)
  • Distribution scheduling & multi-channel routing
  • Baseline metrics & optimization cadence
Outcome: 2–3x throughput, higher consistency

How I work

Data stays local. Models stay swappable. Outcomes stay measurable.

Most teams don't lack AI — they lack a safe, practical way to deploy it. I build local-first agent workflows where data never leaves your machine and you're never locked into a single LLM. Every step is auditable, every output is accountable.

The systems I build aren't chatbots. They're executable workflows: triaging inputs, routing decisions to the right model, executing multi-step actions, and reporting outcomes — with human approval gates where it matters.

Focus

  • Local-First Agent Workflows
  • Multi-Model Orchestration
  • Auditable Automation

Previously

  • Web3 / DeFi Infrastructure
  • Full-Stack Product Engineering
  • 3x Founder

Find the workflow that's costing you the most — and fix it in 14 days.

One paid PoC. One high-impact workflow. Measurable before/after results.