Operational control for AI, automation, and complex systems
When speed grows faster than responsibility.
We don’t replace your tools. We control how decisions, agents, and changes move through them.
Where systems actually fail
Not because tools are bad — but because decisions move without trace, exceptions escape scope, and execution happens without enforceable control.
Decisions without trace
Changes ship, approvals are implied, and no one can explain why a system acted.
Exceptions without scope
“Urgent” becomes a rule. The bypass becomes normal. Control erodes quietly.
Agents without limits
Automation expands faster than responsibility — until drift becomes damage.
Control layers (horizontal stack)
No diagrams of internal logic. Just clear boundaries: what each layer protects, prevents, and never does.
Modular operational systems — without exposing internals
Each system is presented by what it controls, what failures it prevents, and how it integrates above existing stacks.
E-Commerce Control OS
Controls: pricing changes, listing updates, release flows, exceptions.
Prevents: “urgent publish”, silent overrides, agent drift.
Integrates above: Shopify, Etsy, internal stacks.
Hub (Pro / Enterprise)
Adds: routing, governance, pausing, escalation, isolation.
Prevents: uncontrolled work entry and ambiguous responsibility.
Control Lines (as components)
Examples: approval gates, execution blocks, audit trace enforcement, human override.
Purpose: remove silent execution and approval leakage.
Evidence, not case studies
We validate control where teams usually rely on assumptions: approvals, exceptions, and changes under time pressure.
We don’t claim safety.
We prove control under pressure. Provable rules: no write without a decision log • no approval leakage • no silent execution
Validated signals
- Validated pilots (high-risk flow first)
- Policy exception blocked (e.g., TC-10)
- Decision audit enforced (traceable approvals)
- Observable enforcement under time pressure
Adopt control without fear
Clean, incremental adoption. No migration. No replacement. No big-bang.
Who this is for — and who it’s not
This is a control layer for real systems. If you’re “just experimenting,” this will feel strict — by design.
For
- Teams running AI or automation in production
- Organizations with compliance, audit, or real operational risk
- Systems that must not stop — and must stay explainable
Not for
- Hobby automation
- Prompt marketplaces
- “Let’s see what happens” teams
Entry to conversation
Not sales. Control reality. Tell us where decisions leak — and what would be catastrophic if it happened silently.