The product management work that shouldn't need a person.

Competitive research, scoping, compliance mapping, and intake — built as systems that run on a schedule instead of someone's calendar.

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01 / AI-Native Build & Automation

Build the operational systems that run without a person in the loop.

Workflows, pipelines, integrations, and internal tools — built, tested, documented, handed over.

  • Configuration pipelines driven by client selections instead of manual setup
  • Intake and triage: requests auto-classified, deduplicated, and routed
  • Feedback pipelines that cluster support tickets and call transcripts into themes
  • API integrations across tools with no native connection
  • Test and demo data generated on demand, to spec
  • Status and release reporting pulled from tracker data, not written by hand
INTAKE QUEUE AUTO-CLASSIFIED
#412 Login timeout on SSO BUG P1 → Eng #413 Export to CSV FEATURE P3 → Backlog #414 Login timeout on SSO DUPLICATE → #412 #415 "Pricing page unclear" FEEDBACK → Product #416 Bulk user upload fails BUG P2 → Eng
SOURCES Slack · Email · Support · Calls
FEATURE COMPARISON UPDATED WEEKLY
YOU COMP A COMP B COMP C SSO / SAML ✓ ✓ ✓ ✓ Bulk import ✓ ✓ — ✓ Audit log — ✓ ✓ ✓ Custom roles ✓ — ✓ — API rate limits — ✓ ✓ —
GAPS Audit log · API rate limits
02 / AI-Enabled Product Research

Research as a standing system, not a report with an expiry date.

Competitive and market intelligence that runs continuously, and the scoping work downstream of it.

  • Competitor releases, pricing, and positioning tracked and diffed on a schedule
  • Review, forum, and app-store mining clustered into feature gaps and unmet needs
  • Feature comparison matrices that update themselves
  • MVP scope drafted from the research corpus, with exclusions stated and reasoned
  • PRDs, acceptance criteria, and API definitions generated from validated requirements
  • Regulatory and compliance requirements mapped to features as a traceability matrix
03 / Product Diagnostic

A fixed-scope review of product, delivery, and operational work.

Two to three weeks, fixed fee. Returns ranked findings and a scoped plan.

  • Delivery process and workflow review
  • Manual work mapped against automation opportunity
  • Intake and prioritisation assessment
  • Compliance and audit-trail readiness
  • Findings ranked by cost
  • Scoped build plan for the work that follows
REQUIREMENT TRACEABILITY
REQ-08 Data retention limit → Settings / Retention ✓ REQ-09 Right to erasure → Admin / Delete user ✓ REQ-10 Access audit trail → NOT MAPPED ▵ REQ-11 Consent capture → Onboarding / Step 2 ✓
UNMAPPED 1
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