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A focused scope.
A useful result.
Bring the system or workflow that needs to work better. We’ll identify the right intervention, define the outcome, and build toward something your team can inspect and retain.
FOUR WAYS TO STARTFixed scope confirmed after fit review
01 / Focused consultingAI Workflow Map
You know a process wastes attention, but the right automation boundary is still unclear.
WHAT YOU TAKE AWAYA current-state map, automation candidates, authority boundaries, risk register, and smallest useful pilot recommendation.
Scope, inputs & acceptance +
- Inputs
- One repeated workflow, its users, current tools, representative inputs, and known exceptions.
- Scope
- Analysis and design only. No production integration or guarantee of savings.
- Acceptance
- The map names owners, inputs, decisions, exceptions, proposed effects, and a falsifiable next gate.
Custom Agent Pilot
One agent-assisted workflow has a clear owner and can be tested without reorganizing the whole business.
WHAT YOU TAKE AWAYA working pilot, configuration, test fixtures, explicit failure behavior, operator walkthrough, and handoff notes.
Scope, inputs & acceptance +
- Inputs
- The approved workflow map, sample tasks, authorized tools or data, and named approval points.
- Scope
- One agreed workflow and integration surface. External service fees and later expansion remain separate.
- Acceptance
- The pilot completes the agreed examples, refuses or escalates boundary cases, and leaves an inspectable execution record.
Business Knowledge Build
Useful answers are trapped across documents, notes, policies, or specialist knowledge that people repeatedly search for.
WHAT YOU TAKE AWAYAn indexed knowledge path, source-aware answer interface, update procedure, failure states, and evaluation set.
Scope, inputs & acceptance +
- Inputs
- An authorized source set, access rules, representative questions, update process, and escalation owner.
- Scope
- The system surfaces evidence; it does not replace policy owners or guarantee factual correctness.
- Acceptance
- The agreed questions return relevant sources, disclose missing evidence, and preserve the defined access boundary.
Systems Consulting + Ongoing Care
You need architecture judgment, reliability work, local-first deployment, Hermes customization, or continued improvement after a pilot.
WHAT YOU TAKE AWAYA scoped review, implementation pass, reliability audit, or agreed maintenance cadence with written receipts and handoff.
Scope, inputs & acceptance +
- Inputs
- The exact system boundary, current source or configuration, desired decision, and evidence required at the end.
- Scope
- Not a penetration test, certification, compliance opinion, or unlimited support agreement.
- Acceptance
- The engagement closes its named decision or change with mapped checks, results, limitations, and remaining delta.
WHERE I CAN HELP
Depth where
it matters.
Architecture and implementation can be separate engagements. Start with the decision that would change what you build next.
Agent runtime architecture
Graph design, model and tool boundaries, memory routes, failure states, receipts, and operator control.
Hermes integration
Skills, MCP servers, local memory, Rust-backed services, multi-agent workflows, and bounded performance work.
Local-first AI
Deployment topology, data residency, provider boundaries, offline behavior, recovery, and explicit degraded modes.
Reliability + proof
Hostile workflow review, replay cases, claim/evidence boundaries, acceptance tests, and release gates.
BEFORE WORK STARTS
Clear scope. Clear ownership.
The written scope names deliverables, acceptance checks, source ownership, credentials, support responsibilities, and external service costs. Estimates become commitments only after the scope is agreed. Consulting is not a certification or a guarantee of business outcomes.
THE NEXT CONVERSATIONGood systems start
with a clear question.
Hiring for agent infrastructure? Working through a difficult system? Tell me what you’re trying to make work.
Start a conversation ↗