Custom consulting for private AI systems
ResonanceWorks helps founders and small teams design governed, local-first AI systems: architecture, workflows, memory, routing, governance, and long-term operating design.
If you want a ready-made install instead of a custom engagement, start with Torque Engineering.
Agent Architecture Review
A focused diagnostic for founders and operators evaluating an AI stack.
Deliverables
- Current-state review
- Architecture memo
- Priority map
- Next-step recommendation
Systems Design Sprint
A custom engagement to design governance, workflows, memory, and deployment patterns for your team.
Deliverables
- Stack blueprint
- Implementation plan
- Governance model
- Buy-vs-build recommendations
Fractional AI Systems Lead
Ongoing strategic and technical guidance for teams building durable private AI capability.
Deliverables
- Architecture oversight
- Vendor / tool evaluation
- Rollout guidance
- Iteration support
Choose the path that fits where you are.
Choose this if you need custom architecture, team workflows, governance design, or ongoing strategic support.
Choose this if you want a proven local-first AI system installed quickly for personal use, founder workflows, or lightweight operator use.
What engagements look like.
What's in an Agent Architecture Review?
A focused diagnostic of your current AI stack. We review your architecture, workflows, memory layer, routing, governance, and deployment, then deliver an architecture memo, a priority map of risks and opportunities, and a clear next-step recommendation. Usually one to two weeks, depending on stack complexity.
How does a Systems Design Sprint work?
A custom engagement to design governance, workflows, memory, and deployment patterns for your team. We collaborate closely with founders and technical leads to produce a stack blueprint, an implementation plan, a governance model, and buy-vs-build recommendations. Typically three to six weeks.
What does Fractional AI Systems Lead mean?
Ongoing strategic and technical guidance for teams building durable private AI capability. We act as an embedded architect and advisor — overseeing architecture decisions, evaluating vendors and tools, guiding rollout, and supporting iteration. Month-to-month, with a small number of engagements at a time.
Who do you work with?
Founders and small teams building governed, local-first AI systems. We take a small number of engagements at a time and prioritize long-term fit over volume. If you want a ready-made install instead of a custom engagement, Torque Engineering is our productized companion. If you do not need custom architecture or team-specific workflow design, Torque is usually the better first step.
How do we start?
Tell us what you're building and where you're stuck via the contact form. We respond within a few days with a real reply — not a template — and scope a first conversation from there.