Private preview opens soon

Cut the token load.
Keep the proof.

AITOS intercepts AI traffic before it becomes cost or action. It removes redundant context, gates tool use against policy, and writes a traceable receipt for every intervention.

Illustrative request tracerun_aitos_0429
Policy verified
Prompt context18,420 tokens
Deduplicate cached context−8,940
Retrieve task-relevant history−3,200
Provider request6,280 tokens
Secrets scanPassed
Tool permissions3 of 3 allowed
Optimization receiptRecorded

Control the expensive parts

Efficiency, security, and observability in the same path.

Input

Context routing

Build a smaller working set from the context that matters, while keeping approved representations stable for cache reuse.

Tokens

Deterministic reduction

Remove duplicate, low-value, and oversized material before reaching for lossy compression.

Action

Policy enforcement

Check tool scope, permissions, and budgets beside the execution path, not after the fact.

Evidence

Cost observability

Correlate each request with token volume, provider usage, policy decisions, and optimization receipts.

Learning

Workflow efficiency

Detect repeated waste and turn validated improvements into reviewable, versioned playbooks.

A request passes through four controls

Change less. Know more.

AITOS keeps the fast path deterministic. It reduces what is safe to reduce, blocks what is not authorized, and records the evidence needed to reproduce the decision.

  1. 1
    Intercept

    Capture the request, context, and intended tool action.

  2. 2
    Reduce

    Project, retrieve, and bound eligible content before model use.

  3. 3
    Authorize

    Apply permissions, budgets, and execution policy at the boundary.

  4. 4
    Account

    Write the cost, policy, and quality evidence into one receipt.

Operational guarantees

Savings are useful only when the workflow stays trustworthy.

Quality

Preserve required outcomes

Every technique declares what it preserves, what it can lose, and when the original must remain.

Security

Never silently bypass policy

Optimization can fall back safely. Mandatory security checks cannot disappear when a component fails.

Accounting

Separate evidence from estimates

Provider billing, trace telemetry, and measured workflow savings remain distinct and reviewable.

Efficiency you can account for

AITOS will launch soon.

The first private preview will help teams reduce redundant tokens, enforce tool policy, and trace every optimization back to its cost and outcome.

Review the launch roadmap