My.NullProofStudio
AI agents with safeguards you can trust. Every decision has a clear history, every handoff has an owner, and every escalation is visible.
- Human sign-off on every consequential action
- Clear expectations built into the system, not left to ad hoc prompts
- One continuous thread across providers — switch models without losing your place
- Domain-specific MCP connectors wired to your systems and vocabulary
One accountable lead. Multiple AI agents. A clear decision history.
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 black-box problem
Most teams are using AI as a black box — you get a result, but you do not know how the AI got there, which makes it hard to trust for high-stakes work. Tool fragmentation makes it worse: context is scattered across providers, nobody owns the thread, and the useful history disappears when you need it most.
- No clear history of every AI-assisted decision
- No agreed line between what agents handle and what humans must approve
- Context lost when switching between AI providers
- Freedom to switch is limited by closed workflows and scattered history
Operational Confidence. One Continuous Thread.
My.NullProofStudio puts the safeguards into the system itself. Clear expectations, human sign-off, and staged checks are part of how the work runs. Agents operate inside safeguards you can trust — and every action leaves a clear history.
One continuous thread and provider flexibility follow naturally. Unify Notion, Claude, OpenAI, and local LLMs into a single workspace. Switch models without losing your train of thought. The operational clarity we document in the Codex, built into the system you use.
Start with What You Have
You can begin inside the tools your team already pays for — Claude.ai or ChatGPT — before committing to a dedicated platform rollout.
Our operating protocols work inside Claude.ai and ChatGPT today using Projects and Custom GPTs. No dedicated platform rollout required. Start lightweight — grow into the full platform when your needs demand it.
What You Get Immediately
- Clear expectations embedded in your AI workspace
- 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 thread: preserved.
Get StartedWhat this gives your team
AI with Guardrails
Clear expectations for what AI can handle and what needs human judgment. The safeguards are built into the system, so the agent can move quickly without going off the rails.
You Hold the Keys
Every consequential action reaches a human for sign-off before execution. The agent can navigate, prepare, and recommend; a person remains accountable for the final call.
No More Repeating Yourself
Your conversation history, knowledge base, and working context travel with you. Switch models mid-task without rebuilding the brief from memory.
Switch Providers
Claude for strategy, GPT for code, local models for privacy. Change tools without losing the thread.
Freedom to Switch
Open formats and exportable history mean your work remains portable as your needs change.
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 sign-off.
23 screenshots from my.nullproof.studio (redacted where needed).
Built from the Same Operating Pattern
Safeguards 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 — guided by brand visual language and client requirements.
Creative direction maintained across 40+ shoots without manual review.
Trust & Paper Trail Tooling
DID-based identity and clear paper trails for AI-assisted 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 implementation engagements each quarter. If safer AI operations matter to your business, tell us what you’re working on.
Tell us what you’re working on and we’ll take it from there.