SenseiStackLabsSenseiStackLabs
Platforms, AI workflows, security posture, and training built with the same discipline as the dojo: clear standards, repeated reps, and calm execution under pressure.
Platforms forged in live operating rooms.
These are not portfolio thumbnails for show. They are working product surfaces built around decisions, handoffs, controls, and measurable action.
hmnppl
HR operations platform
Profile-first employee workflows, compliant action records, roster import, and AI-assisted documentation.
Commander Control
Live tabletop control surface
Tablet and TV views for MTG Commander events, visitor analytics, and production-ready auth flows.
DigiDojo
AI marketing console
Campaign generation, editable creative variants, launch tracking, and performance drill-in for operators.
RPG Engine Lab
Interactive systems prototype
Game-loop architecture, save flows, engine pivots, and local AI agent tuning for rapid product experiments.
Better systems through harder standards.
I help teams make the next technical move: what to build, what to retire, what to automate, and what must stay human-owned.
Microsoft AI Stack
Plan Copilot adoption, Agent 365 controls, Microsoft Foundry builds, and Purview governance as one operating model.
AI Workflow Architecture
Map where models belong, wire the boring parts, and keep humans in control of approvals, risk, and review.
Platform Builds
Design and ship internal tools, dashboards, portals, and operator workflows with production behavior.
Security Posture
Threat-model your product surface, harden auth and data access, and turn controls into daily practice.
Technical Strategy
Translate executive goals into scoped roadmaps, launch criteria, and engineering decision records.
Role-specific reps for the AI era.
Each training track is designed around what that audience has to decide, defend, ship, or govern after the workshop ends.
Executives
AI strategy without theater
- Portfolio triage
- Budget and risk decisions
- Board-level operating language
Devs
Ship with AI as a disciplined pair
- Agentic coding workflows
- Code review guardrails
- Evaluation and handoff habits
Managers
Lead technical work with clearer signals
- Delivery visibility
- Workflow redesign
- Team adoption patterns
Security
Operationalize secure AI use
- Data boundary mapping
- Access controls
- Incident-ready playbooks
Belt levels for practical AI mastery.
White through black belt certification paths turn training into visible proof: workflows, controls, playbooks, platform plans, and capstone systems.
View certificationsStack kata
Architecture drills that turn vague ideas into constraints, diagrams, and decision records.
Operator manuals
Documentation that tells people what to do on Monday, not just what the system does.
Dojo cadence
Training, review, and reinforcement loops so adoption survives past the kickoff.
Bring the next hard problem to the mat.
Use this for platform builds, AI workflow planning, executive briefings, manager enablement, developer training, or security posture work.