Written changeKeep approval human. Escalate after 4h.
Human review4h timerEscalation record
Baseline—Candidate—
Evidence and boundary
Evidencerecorded · synthetic
Boundary
The public interaction is a synthetic local replay; native runtime binding is unverified, and recorded patch generation used a deterministic replay bank rather than proven live model generation.
02Featured system
Lead Response Control Room
Controlled outcome
Turn an inbound request into a reviewable next step—without losing opt-outs, ambiguity, or human control.
No live model, inbox, message delivery, owner alert, persistence, response timing, booking, or business outcome is shown; every public record and score is fictional.
03Featured system
Opportunity Intelligence
Controlled outcome
Turn a noisy batch into a small, inspectable shortlist—without hiding rejections, duplicates, or permission gaps.
Turn a written vertical-video brief into an inspectable four-section assembly with frozen layout, aligned captions, explicit QA, and a delivery manifest.
Make long-running work explainable when it stalls: preserve the last healthy checkpoint, freeze evidence, apply one bounded repair, and prove integrity before completion.
Synthetic replay · no background jobincident-replayView case07
Real-Time Visual Content Engine
Tune one repeatable content format, see the episode restructure immediately, and inspect its render contract before anything is published.
Synthetic model · source assets excludedexplainable-funnelView case08
Evidence-Led Language Tutor
Turn mixed speech and writing evidence into one focused learning target without double counting, vanity scores, or premature mastery claims.
Turn precise feedback into inspectable revision lineage and reusable scoped learning without rewriting history, publishing automatically, or inventing performance claims.
Descriptive next-context receipt
Immutable origin
Fictional review only · manual publication owner-gated · no publisher connectedcommand-to-stateView case10
Closed-Won Handoff Studio
Turn a fictional sold promise into a traceable delivery contract, surface contradictions before work starts, and preserve the human review boundary.
In scope
Out of scope
Milestones
Dependencies
Risks
Tasks
Owners
Acceptance criteria
Promises recorded
Synthetic lab · human review only · zero external actionsbuild-genealogyView case
Proof standard
Every case must answer three different questions.
A polished interface never upgrades weak evidence. Maturity, evidence, and limitation remain separate.
01
Maturity
What kind of system is actually shown?
02
Evidence
What observable artifact supports the claim?
03
Limitation
What the visitor must not infer from the available source or evidence.
Inspect the complete evidence taxonomy
Maturity
Owner-operated production
Observed as an owner-operated production system at the stated date.
Technical or internal product
A functioning product surface without an implied commercial outcome.
Prototype
A bounded implementation that does not represent production readiness.
Original demonstration
A synthetic technical demonstration created for this portfolio.
Evidence
Current-live
Verified by a stated recent route-specific observation.
Recorded
Backed by an artifact from an observed run at a stated date.
Synthetic
Safe fabricated or redacted data demonstrates bounded behavior.
Unverified
Withheld from public proof surfaces until evidence exists.
One source, claim, or evidence label never upgrades another.
About the work
I design and build practical AI-powered automation for media operations, conversational workflows, CRM-adjacent processes, and long-running systems.
I care less about the demo moment than what happens next: clear state, human checkpoints, recovery when something fails, and proof that the system actually ran.
Start with the workflow, not a call.
Written-first handoff
Start with the workflow, not a call.
Describe the current process, where it breaks, what must stay human, and what a useful result would look like.