Client Outcomes and Production-System Proof Anonymous client engagements lead this portfolio, followed by non-identifying architecture proof from private systems and verified public open source. Client and private-product identities stay confidential; outcomes, operating constraints, and current stages remain explicit.9 Client Engagements · 6 Private System Proofs · 1 Open-Source Tool
Strong proof without exposing private identities
Anonymous client cases disclose only claim-gated scale, architecture, stage, and outcomes. Private systems are presented as non-identifying architecture proof. Only verified public open-source work links out.
Status: All (16) Industry: All (16) Commerce & Marketing (2) Customer Service (1) Finance & Analytics (3) Healthcare (3) Knowledge & Learning (1) Legal (3) Platform & Infra (3)
Illustrative workflow From handoff to improvement
01 / Observe Conversation
02 / Diagnose Knowledge gap
Workflow gap
Tool readinessReview & approve 03 / Follow up Usage & handoff signals ↶ Reversible access changes
Improvement feature · rollout scheduled AI Customer Operations Platform Enterprise AI, with customer evidence shaping what engineering changes next
Agentic AI
Workflow Automation
Evaluation
Architecture overview A question. A controlled query.
Ask Operational question
Schema context Locations ↔ Operations
Question → SQLAccess boundaries · validation
Audited result
→ Feedback review Architecture overview · project-specific illustration Regulated Pharmacy Analytics HIPAA natural-language-to-SQL analytics platform across 50 pharmacy locations
Illustrative workflow One request, connected context
Customer intent
Respond Human escalation
Illustrative workflow · project-specific illustration Commerce Support Automation Multi-intent support for a multi-store commerce operator
Shopify
Email
Shipment Tracking
Architecture overview Private sources, reviewable drafts
Attorney review before use
Architecture overview · project-specific illustration Private Legal Intelligence On-premises retrieval and drafting in a client-controlled environment
On-Premises AI
RAG
Document Intelligence
Architecture overview Identity before intelligence
Authorization boundary Issuer Audience Scope Tenant
Strict JSON
Private engine
Architecture overview · project-specific illustration Enterprise AI API & Identity Entra-secured integration with strict production contracts
Illustrative workflow An evidence-led case file
CASE EVIDENCE
Source material
Supporting records
Reviewer workspace Risk + complexity
Analysis + mandate
Illustrative workflow · project-specific illustration Corporate Credit-Risk Automation Evidence gathering and structured analysis with review controls
Agentic Retrieval
Risk Analysis
Structured Outputs
Illustrative workflow Every section has a source
Context ↗
Technical section ↗
Expert revision → Approval
Illustrative workflow · project-specific illustration Technical-Document AI AI-assisted generation integrated into expert workflows
Document AI
Retrieval
Workflow Integration
Illustrative workflow Qualify. Route. Keep context.
Conversation + captured context
QualificationBusiness rules
Relevant route
Exception route
Illustrative workflow · project-specific illustration Conversational Lead Qualification Multi-step qualification with live-call transfer
Conversational AI
Lead Routing
Live Transfer
Illustrative workflow Recover the path to release
Runtime API + TLS recovery TestFlight beta Technical handover
Delivery Illustrative workflow · project-specific illustration Consumer-Health Interim CTO Three-month stabilization, beta delivery, and governed handover
React Native / Expo
NestJS / Prisma
PostgreSQL
Architecture overview One registry. Many agent hosts.
Canonical registry Capabilities + ownership
IDE host
CLI host
Agent host
Compile native configuration ↓ Audit drift → Review → Reconcile ↶ Canonical registry
Architecture overview · project-specific illustration Operational Personal System
Agent Capability Control Plane Governed skills, tools, policy, and drift control across agent hosts
PowerShell
MCP
Policy as Code
Illustrative workflow From facts to a reviewed packet
Case facts Jurisdiction
Deterministic rule checks Assembled packet Draft · ready for human review
Illustrative workflow · project-specific illustration Invite-Only Controlled Beta
Rules-Governed Filing Workflow Legal intake, deterministic preflight, and reviewable packet assembly
Illustrative workflow Claims connected to their proof
Claim element Source link Review
Element A Evidence ↗ Linked
Element B Evidence ↗ Linked
Element C Open question Review
Matter-scoped · attorney judgment
Illustrative workflow · project-specific illustration Matter-Scoped Claim Assurance Source-linked evidence review with calibrated uncertainty
Evidence Review
PostgreSQL
Next.js
Illustrative workflow Follow the calculation back
Exception review Inspect → Decide → Record
Illustrative workflow · project-specific illustration Source-Grounded Financial Operations Close and covenant review with explicit evidence and exceptions
Financial Evidence
PostgreSQL
Workflow
Illustrative workflow A case with a clear next action
Administrative case Tenant-bound Evidence + proposed action
Audited, staff-ready outcome
Stage 1 · synthetic non-PHI data Human-Controlled Healthcare Resolution Tenant-bound administrative workflow with evidence and approvals
Illustrative workflow Lock first. Measure honestly.
Prediction locked Before the event · source-bound
Event Source agreement Settlement Pre-registered Dual-source check Recorded
Published evaluation Market benchmark wins. Negative findings stay visible.
Archived evaluation · market benchmark wins Pre-Registered Forecasting Lab A model-evaluation system that publishes when the market wins
Python
Calibration
Pre-Registration
Architecture overview Every certificate, checked against the record.
Model draft: “Certificate complete.”
Rules compute: INCOMPLETE Tensile test missing · cited MTR page 1
Hidden 1 pt text flagged untrusted · release refused
Every step on a signed receipt chain
Architecture overview · project-specific illustration Open Source · pre-release
Heatlot Every certificate, checked against the record.