turingstandard
AI reliability & economics engineering

Proven, or it
doesn't ship

Turing Standard makes AI work in production, provably and at a fraction of the cost. We build agentic systems to a standard, audit the code AI wrote, gate it with real evals, rescue stalled pilots, and stop your token bill from burning money. All without breaking what already works.

turingstandard · audit
$ tstd audit ./src --tokens
■ turing standard v1.0 · the test of genuineness
scanning 1,284 files · 211k LOC
ai-debt 38 cloned blocks · 8.1× baseline
eval cover 0 gates on 14 prompts in prod
token waste $4,310/mo recoverable
verdict REMEDIATION PLAN READY → ts/r/8f2c
95%

of enterprise AI pilots show zero P&L return

MIT, 2025

rise in duplicated code blocks since AI-assisted coding took over

GitClear, 211M lines
~45%

of AI coding spend is pure exploration waste, on files read for nothing

agent cost telemetry
70–85%

inference-cost reduction achievable with caching, routing & compaction

verified deployments
Services

Six doors. One discipline.

Every engagement runs on the same engine. Agents for scale, senior engineers for judgment, evals gating everything. Tap a card to see how each one works. Enter through whichever door is on fire, because the others are connected.

Method

The machine halts when the answer is proven

Named for the original test of genuineness. Every engagement moves along the same tape, and never advances a cell until the current one passes.

01

Audit

A fixed-price scan of the thing that hurts most, whether that is the codebase, the token bill, or the stalled pilot. The diagnosis is yours either way.

02

Gate

Evals before everything. We define what good means for your domain and wire it into CI, so nothing unverified ships again.

03

Ship

Re-architected around real workflows, deployed against a named KPI, with humans in the loop where judgment matters.

04

Operate

Overlays, guardrails, and eval suites need tuning as models drift. We stay on as the standing discipline, not a one-off project.

Waitlist

Be first through the door

We're onboarding early clients one at a time. Join the list and tell us what's burning. Audits and token scans go to the front of the queue.

No spam, no sharing. One email when your door opens.

Proven, or it doesn't ship