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[ Selected work ]

Systems that make complexity operational.

Case studies in observability, automation, migration, and software ownership—designed around the decisions teams need to make and the constraints they cannot ignore.

[ Project profiles ]

Evidence first. Human decisions remain in control.

Each engagement pairs practical engineering with an operating model the client can understand, review, and own.

[ Regulated AI · Questionnaire automation ]

Stop rewriting security answers you have already written.

A private response engine turns approved questionnaires, device security forms, and compliance documents into cited drafts for new questionnaires and proposals—with an explicit abstain path.

  • Confidence-scored cited answers
  • Cross-framework retrieval
  • Human-reviewed proposal drafts
Cite-or-abstain AIDocument intelligenceSecurity workflows
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[ Governed AI · Business operations ]

From scattered tools to a platform where AI drafts and people decide.

A ground-up operations platform connects support, customer relationships, billing, pricing, content, and cited questionnaire responses on one governed cloud data backbone.

  • Four peer business applications
  • Cite-or-abstain document workflows
  • Human-reviewed agent actions
Governed AISystems integrationCloud architecture
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[ Delivery governance · Client acceptance ]

Turn delivery evidence into confident milestone decisions.

A secure project workspace connects discovery, private materials, testing feedback, retesting, acceptance criteria, and formal sign-off in one accountable workflow.

  • Visible discovery-to-acceptance flow
  • Evidence-backed retest workflow
  • Role-gated milestone sign-off
Delivery governanceHuman-gated AIClient workflows
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[ Field operations · Marina management ]

Marina operations, rebuilt around how the work actually happens.

A field-first operations platform connects estimates, customer approvals, service work, invoicing, inventory, slip billing, and fuel activity across the office and dock.

  • Connected quote-to-cash flow
  • Editable records with audit history
  • Offline-capable dock workflows
Field operationsOffline mobileCloud architecture
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[ Regulated reporting · Laboratory informatics ]

From lab data to exact-format deliverables—without the spreadsheet.

A web platform mirrors an existing LIMS into a reporting database, compiles three machine-validated deliverable formats, and connects generation with live operations, audit history, and billing capture.

  • On-demand deliverable generation
  • Golden-file conformance testing
  • Real-time operations visibility
LIMS integrationRegulatory reportingOperations software
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[ Operational intelligence · Laboratory informatics ]

Catch performance regressions while they are still trends.

An always-on monitoring agent unifies database, application, host, and cloud signals, learns the environment's normal operating range, and sends evidence-backed warnings before degradation becomes an outage.

  • Baseline-driven early warning
  • Advisory-only automation
  • Health and usage in one channel
SQL ServerMonitoring automationAI-assisted operations
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[ Legacy modernization · Content engineering ]

From hosted pages to a code-owned digital platform.

A structured website rebuild preserves service content, editorial assets, route continuity, and search signals while replacing platform constraints with a maintainable, portable foundation.

  • Owned code and content model
  • Search-safe migration controls
  • Reusable responsive design system
Next.jsContent migrationFrontend architecture
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[ Bring us the hard part ]

Have a system that only gets attention after something breaks?

We can help turn scattered operational evidence into a practical, reviewable path from diagnosis to working system.

Discuss your project