DevCanDoItAI systems & internal tools
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Consulting

Turn a messy operational workflow into software your team can run.

I work with owners, operators, and lean teams that have outgrown spreadsheet tracking, inbox triage, or verbal handoffs. We start with the bottleneck, preserve the human decisions that matter, and ship a practical next step.

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Engagements

Three clear ways to work together

Scope comes before a quote. These formats define the outcome and boundaries without publishing a number that ignores the actual work.

One week

AI & Workflow Audit

A focused diagnosis of one costly workflow, the evidence behind it, and the safest route to a useful system.

Best fit

Teams that know a workflow is costly but are not yet sure what to automate or build.

Trigger problem

Requests, approvals, reporting, or internal questions are getting lost across spreadsheets, inboxes, and verbal handoffs.

What I own
  • Discovery and workflow mapping
  • Risk, data, and human-review analysis
  • Opportunity prioritization
Discuss this engagement
Two to four weeks

Build or Rescue Sprint

A bounded implementation sprint that turns a validated workflow into a working product slice—or gets a stalled build moving again.

Best fit

Lean teams that need visible progress and one defined outcome without staffing a full product squad.

Trigger problem

A strong idea needs a working proof, or an existing internal tool is unreliable, unclear, or unfinished.

What I own
  • Technical and product framing
  • Interface and workflow implementation
  • Verification and handoff
Discuss this engagement
Ongoing cadence

Fractional Systems Support

Ongoing technical ownership for teams that need a dependable partner to improve a system after its first release.

Best fit

Teams with a live workflow or internal product that needs steady iteration, guardrails, and operational care.

Trigger problem

The system works, but priorities keep changing and no one owns the complete path from workflow to interface to implementation.

What I own
  • Iteration planning and implementation
  • Reliability and guardrail improvements
  • Technical decision support
Discuss this engagement

How engagements work

Diagnosis, boundaries, and a defined outcome.

Every engagement keeps the workflow, interface, implementation, and handoff in one accountable lane.

Step 1

Diagnose the real bottleneck

Start with the handoff, queue, reporting burden, or repeated question that is costing time—not a predetermined technology.

Step 2

Define the human boundary

Map who decides, what software can prepare, and where review must remain visible.

Step 3

Ship one useful outcome

Deliver a bounded artifact the team can evaluate: a decision-ready plan, working product slice, or documented iteration.

Deliverables and boundaries

Know what the engagement produces—and what it does not include.

Clear exclusions prevent an audit from quietly becoming an application build, or a bounded sprint from turning into an undefined backlog.

AI & Workflow Audit

Deliverables
  • Current-state workflow map
  • Ranked opportunity and risk brief
  • Recommended system shape
  • Implementation-ready next-step plan
Not included
  • A production application
  • Unreviewed autonomous decisions
  • Large-scale data migration

Build or Rescue Sprint

Deliverables
  • Working product slice
  • Core interface and system wiring
  • Documented constraints and decisions
  • Verification results and next-step roadmap
Not included
  • An open-ended feature backlog
  • Unsupported production promises
  • Hidden third-party or infrastructure costs

Fractional Systems Support

Deliverables
  • Agreed iteration cadence
  • Prioritized improvements
  • Release notes and operating documentation
  • Clear handoff and ownership boundaries
Not included
  • Unlimited on-call coverage
  • Undefined response-time commitments
  • Work outside the agreed system boundary

Start with the bottleneck

A short project brief is enough for the first conversation.

Describe what is getting lost, repeated, or delayed and what a better system would make possible.

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