Professional services
Operating control for AI
Stop paying for context no one is using.
Taz looks at the actual prompts, context, model choices, tool boundaries, and approvals behind an AI workflow so teams can see what is useful, brittle, expensive, or unsafe to automate.
The process
Follow the context before it becomes invisible spend.
We trace the workflow in the order it really runs, then locate the choices that should be smaller, safer, or human-approved.
- 01Trace
Map prompts, context, models, tools, retries, and approvals.
- 02Sort
Separate useful context from repeated or low-value payload.
- 03Route
Match each task to the simplest reliable execution path.
- 04Control
Hand over an operating map with human stops called out.
What we map
- Inputs and context that repeat without changing the outcome.
- Tasks that need a different model, a smaller context, or no model at all.
- Tool calls, retry paths, and handoffs that create hidden operating risk.
- Actions that should wait for a human instead of running on confidence alone.
The operating map
You receive a readable inventory of the workflow, a context-and-routing map, a list of practical control points, and an implementation sequence that does not require a wholesale platform change.
route: lookup -> small model | build -> standard model | security decision -> expert review | payment or send -> human approval
What this does not do
Taz does not enter vendor accounts, accept billing responsibility, approve payments, or make security decisions for a client. The goal is a clearer operating system, not a black box.
What we make visible
Follow the context before it becomes invisible operating drag.
Taz traces context, routing, retries, and human stops so a team can baseline the workflow it wants to improve.
Context loadbaseline before change
Task routingfit the work
Retry pathssurface the detours
Human stopskeep the boundary
Industry scenarios
See the service in the work it is meant to support.
Illustrative planning scenarios, not client case studies or performance claims.
Logistics and supply chain
Cost and context review for shipment-status and dispute replies
Open scenarioD2C e-commerce