Structure before power
We codify guardrails, consent, and feedback loops before automation or capital scale.
Structure before power
Open People
A living operating system for mission-led companies. We build transparent loops between intention, intelligence, and action.
Live metric loops
48
Realtime telemetry across the SWL testbed.
Ethical guardrails
12
Policies codified before any automation ships.
Alignment score
98%
Consensus across operators, data, and community.
Mission
Design alignment before acceleration
Open People expands the scope and scale of consciousness by pairing human intention with accountable intelligence.
Humanity before machine
Respect for dignity, proof, and shared language keeps teams and AI moving together.
Alignment before acceleration
Speed is earned through measurable trust and transparent instrumentation.
Open People Studio
Where hypotheses meet operators
We pilot real businesses with a cadence designed for learnings, not vanity metrics.
- Phase I Align Business — prove intention/action loops.
- Phase II Align Individuals — amplify judgment with accountable agents.
- Phase III Align Humanity — federate shared ethics into global primitives.
Snow White Laundry
Operational transparency, carbon-aware routing, and intention-to-action dashboards.
Operator cockpit
Roles, rituals, and decision support embedded into a shared command center.
Proof of alignment
Quantitative trail that proves ethical guardrails were honored at every handoff.
Systems
A living OS for high-agency teams
Purpose-built modules track focus, burn, compliance, and human wellbeing in one orchestration layer.
Focus telemetry
Countdowns, runways, and micro-commitments keep every operator aligned on the next decisive move.
Finance observability
Unified ledger parsing, vendor intelligence, and nudges anchored to cash ethics.
People & rituals
Traceable agreements, restorative cadences, and operating principles that evolve in public.
AI copilots
Agents with transparent prompts, version history, and proof-of-work before they execute.
About Me
Tom Lane — Studio Operator
Designer, systems thinker, and operator obsessed with building humane automation. I lead Open People Studio to prove that aligned telemetry can scale businesses without compromising ethics.
What I ship
Operational dashboards, feedback loops, and playbooks that keep teams accountable to the mission.
What I protect
Consent, clarity, and psychological safety. Guardrails are built before power scales.
Where I work
Between Snow White Laundry’s frontlines and a distributed network of builders committed to ethical AI.
Documentation
White paper & public repositories
Explore the research, primitives, and community calls that keep the OS open and accountable.
View on GitHub
PDF (coming soon)
Have access? The dashboards evolve daily. Enter with the shared password to review latest loops.
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