My.NullProofStudio
AI agents that operate under explicit trust boundaries. Every decision auditable, every handoff governed, every escalation traceable.
- Human acceptance gates on every consequential action
- Decision boundaries encoded in governance protocols, not ad hoc prompts
- Continuous context across providers — swap models without losing the thread
- Domain-specific MCP connectors wired to your systems and vocabulary
One accountable lead. Multiple AI agents. Full audit trail.
Every business is different — here’s our implementation story.
Prototype in days · Operating model in weeks · Bespoke hardening in 60–90 days
See operating model →We filmed the work as it happened
Unedited. Real time. A complete task from open to closure — structure and judgment designed in from the start.
Full session: Watch on YouTube
The Problem
Organisations are deploying AI agents without governance, accountability, or audit trails. Decisions are made inside black-box conversations. When something goes wrong, there is no record of why. Tool fragmentation makes it worse — context scattered across providers, no single source of truth — but fragmentation is the symptom, not the disease.
- No audit trail for AI-assisted decisions
- No clear boundary between what agents decide and what humans must approve
- Context lost when switching between AI providers
- Vendor lock-in limits your ability to adapt
Governed Operations. Unified Context.
My.NullProofStudio puts governance at the infrastructure layer, not the prompt layer. Decision boundaries, human acceptance gates, and three-stage validation are built into the architecture. Agents operate within explicit trust boundaries — and every action is traceable.
Context preservation and provider flexibility follow naturally. Unify Notion, Claude, OpenAI, and local LLMs into a single workspace. Hotswap models without losing your train of thought. The operational clarity we document in the Codex, built as running infrastructure.
Start with What You Have
Our governance protocols work inside Claude.ai and ChatGPT today using Projects and Custom GPTs. No dedicated infrastructure required. Start lightweight — grow into the full platform when your needs demand it.
What You Get Immediately
- Governance protocols embedded in system prompts
- Multi-Clock Work task management via conversation
- Bandit scoring for priority decisions
- Notion integration through MCP (Claude) or plugins (ChatGPT)
- Configuration tailored to your business context
Natural Evolution
When you outgrow the lightweight path, we build on your existing configuration — upgrading to the full platform without starting over. Your prompts, your workflows, your context: preserved.
Get StartedWhat the governance layer gives you
Governance-First Design
Decision boundaries based on our Codex governance protocols. Clear rules for what AI handles autonomously vs. what requires human judgment. Not a bolt-on — it is the architecture.
Human Acceptance Gates
Every consequential action passes through a human checkpoint before execution. Three-stage validation with supervisor arbitration on disagreements. Accountability is structural, not optional.
Context Preservation
MCP maintains continuity across provider switches. Conversation history, knowledge base, and working context travel with you. Switch models mid-task without restarting.
Hotswap Providers
Claude for strategy, GPT-4 for code, local models for privacy. Switch mid-conversation.
No Vendor Lock-In
Open formats, exportable history, no proprietary lock. Leave anytime with everything you created.
Privacy-Aware
Local model support via Ollama. Sensitive work never leaves your machine.
See it in action
A real delivery thread: briefs → decisions → handoffs → human acceptance.
23 screenshots from my.nullproof.studio (redacted where needed).
Built on the Platform
Governance plus domain expertise. Not generic AI — targeted tools for specific operations.
Creative Camera
iOS app for the After-Image photography studio. AI critique and coaching in the field, trained on a specific aesthetic.
Brand compliance enforced before the shutter clicks, not after.
Photoboard Planner
Visual shoot planning with AI assistance. Composition guidance, lighting suggestions, and location scouting — governed by brand visual language and client requirements.
Creative direction maintained across 40+ shoots without manual review.
Trust & Provenance Tooling
DID-based identity and content provenance for governed agent operations. Verifiable lineage, endorsement-weighted reputation, three-state trust indicators.
Agents that can prove who they are and what they’ve done.
In DevelopmentThese exist because the platform makes them possible. Yours would be different.
Let’s Talk
We take a small number of architecture engagements each quarter. If governed AI operations matter to your business, tell us what you’re working on.
or email directly: [email protected]