org.tech / Governance Glass box. Nine pages, no PDF

Written for the person who has to sign off on this, and who will be asked, later, why they did.

Your policies, applied in the system. Not a PDF.

Most governance in this market is a document that describes a system nobody can inspect. Here the controls are denies evaluated by your cloud provider before a request reaches a model, the content policy is a numbered version with a recorded digest, and the page inside the product that describes your controls is generated from the code that builds them.

Written down, or enforced.

GOVERNANCE · 01

There are three places a rule about AI can live, and only one of them survives a bad afternoon. A rule in a document depends on everybody reading it. A rule in an application depends on nobody changing it. A rule in cloud identity policy is evaluated by the cloud provider itself, on every call, outside the application, using credentials the application cannot widen. We write the first two as well. We only count the third.

Enforced at every deployment
Available on a higher posture
Not built. Not claimed
01 Document

The policy as written.

Useful, and necessary for an audit. It binds behaviour only as far as attention goes. Nothing in a document refuses a request at three in the morning, and nothing in it tells you whether last quarter's answers were produced under this version or the one before.

AdvisoryHuman-enforced
02 Setting

The policy as a flag.

Better. It acts on every request that goes through the application. It is also a value someone can change, a code path someone can branch around, and a second caller, a script or an add-on, can miss entirely.

Application scopeChangeable
03 Deployed

The policy as a deny.

The request carries your content policy or the cloud provider refuses it. The refusal happens before a model is reached, for every caller using that role, including a module backend. Weaken the deny and the test suite fails the build.

Cloud identity policyFails closed

Your policies, applied in the system. Not a PDF, not a black box.The line this section exists to earn

Four things that are yours.

OWNERSHIP · 02

Governance is easier to hold when the thing being governed belongs to you. One deployment is one organization in one cloud account that the organization owns and is billed for directly. That single decision is what makes the rest of this section answerable rather than promised.

A

The account.

Your cloud provider bills you directly at list price. We do not resell compute and hold no client data on our own infrastructure. At the Baseline posture there is no cross-account role for us at all.

B

The data at rest.

Documents, the knowledge index, chat sessions and messages, usage records and module data sit in your account, in the storage region you chose. What crosses the line, and why, is set out on the boundary.

C

The records.

Model invocation logging records the model, the caller, latency and token counts, and deliberately carries no prompt or answer text. Administrator access to someone's transcript writes its own audit row.

D

The exit.

The monthly fee buys the service, not access. Stop it and the deployed platform, its source and its data stay where they already are. Running it afterwards needs a competent cloud engineer, which is why runbooks and infrastructure as code are deliverables.

Keep the claim exact

Data at rest stays in your account. That is not the same as "nothing leaves". A request to the managed model service leaves the account by design, which is why the boundary names what crosses, where it goes and under whose terms it is processed.

Every control, and how it is held.

CONTROL STACK

This is the whole stack on one page. The middle column is the part most vendor security pages leave out: not that a control exists, but what actually holds it in place when somebody tries to get around it.

ControlHow it is enforcedPosture
Client isolationOne organization, one cloud account you own and are billed forAll
Content policy on every inferenceDeny in cloud identity policy, on the chat role and every module inference roleAll
Governed route onlyDeny on any inference that bypasses the governed routeAll
Endpoint regionsDeny on inference outside the configured endpoint regionsAll
Retention electionDeny on any workload widening the account's retention electionAll
Policy versionPinned numbered version with the policy digest recorded, never a mutable draftAll
Model invocation loggingModel, caller identity, latency, token counts. No prompt or answer textAll
Per-person quotasReserve then settle against the provider's own record of the call. Fails closedAll
Module credentials15 minutes at most, tagged to a named person, access record written before the credential existsAll
Promotion to productionA named administrator approves the exact artifact hash. Our automation cannot promoteAll
Encryption keysProvider-owned, provider-managed, or customer-managed with rotationBaseline / Standard / Strict
Private network endpointPrivate path to the model service, network-attached chat computeStandard and Strict
Account-level audit loggingMulti-region, file validation, one-year retentionStandard and Strict
MFA enforcedIdentity policy. Can be added at BaselineStandard and Strict
Our management accessScoped and session-capped. At Baseline no cross-account role existsStandard and Strict
Inference residency pinAllow scoped to in-country destinations, plus a request-time refusal in wordsStrict

Posture column names the lowest posture at which the control is on. Every row is either enforced by cloud policy or by a deploy-time parameter an administrator cannot edit at runtime. The four rows marked as denies are covered in detail on enforced in cloud policy; the postures themselves on posture tiers.

Trust the standard, then the evidence.

VERIFIED · NOT TRUSTED
Checked by machine

A control you cannot test is a sentence.

Two mechanisms hold this section to the code, and both of them can fail us rather than flatter us.

  • 01
    Tests that fail the build. The denies are asserted at infrastructure-synthesis level. Weaken one, widen a region list, or admit a directly-inferring add-on on a posture that promises private inference, and the build fails. Those assertions sit inside roughly 2,700 automated test cases across about 170 test files. They run when a release is cut, and no tag exists until they pass.
  • 02
    A page generated from the code. Inside the product, signed in, you see your deployment's resolved controls. It is generated from the same typed posture object that builds the infrastructure, so the description and the deployment cannot drift apart. A test fails the build if they disagree.
  • 03
    Standing exceptions, shown to you. The same page carries what we have not closed: the residual exceptions from the controls matrix, and any override you asked for, with the reason it was granted.
Evidence that exists todayGOV-EV
  • Controls matrix17 technical control rowsMapped to SOC 2 Trust Services Criteria and ISO/IEC 27001:2022 Annex A, each with an enforced, partial or not-enforced verdict
  • Test suite~2,700 cases · ~170 filesIncluding synthesis-level assertions on the denies
  • Release discipline72 tagged releases in 52 days28 Jul to 18 Sep 2026. Every deploy from a pinned tag and a clean checkout
  • ArchitectureDiscovered model per deployEmitted from what was actually deployed and reconciled against the drawn diagram
  • Third-party attestationNoneDesigned to align with SOC 2 and ISO/IEC 27001. We provide the technical controls that support your program
Artifacts·Named, dated, countable

How a review of us goes.

SECURITY REVIEW

Most vendor security reviews start with a questionnaire you send us and end with a document we send back. This one runs the other way round, because the questions we most want answered are about your requirements, not our marketing.

  1. 01Before any build

    The posture questionnaire

    We publish the questions before the call. It covers your current AI landscape, residency with the capability tradeoff stated plainly, the security controls you need, your compliance program, and a recommended posture. It also asks you, in writing, to confirm you understand we hold no third-party attestation.

    Gate
    Does the recommended posture meet your requirement, and is every override written down?
    Decides: your security or privacy owner
  2. 02On request

    The evidence pack

    The controls matrix with its per-row verdicts, the resolved posture object for your deployment, the data-flow description, the shared-responsibility split, and the standing exceptions. Nothing in it is written for the occasion: the matrix is the only control narrative in this company tied directly to code, and the posture object is the same file that builds your infrastructure.

    Gate
    Can your reviewer trace each claim to a mechanism rather than a paragraph?
    Decides: your reviewer, with us in the room
  3. 03A working session

    The architecture walk

    A live walk through the deployment: where each store sits, which role carries which deny, what the invocation log holds and what it deliberately does not, and what happens on a request that violates the policy. Questions we cannot answer become items, with owners. Questions that expose a gap go on your plan page as an exception rather than into a drawer.

    Gate
    Is the residual risk one you are willing to carry, in writing?
    Decides: your executive sponsor

Everything in governance.

THE SECTION

Nine pages. Read them in order if you are preparing a review, or jump to the one your objection lives in.

The ones that come up first.

QUESTIONS · REVIEWERS ASK
01Can an administrator of ours turn the content policy off?

No. Administrators manage users, roles, grants, quotas and module channels. They cannot change the model allowlist, the content policy, the posture, residency, or admit a module. Those are deploy-time parameters, changed through a release, and the policy itself is held by a deny in cloud identity policy rather than by the application. Detail on administration.

02Is every prompt and response auditable?

No. Model invocation logging records the model, caller identity, latency and token counts, and deliberately carries no prompt or answer text. You get request metadata and token evidence. An administrator reading a user's chat transcript is a separate, audited action that writes its own record.

03Are you SOC 2 attested?

No. We hold no third-party attestation. The platform is designed to align with SOC 2 and ISO/IEC 27001, and we provide the technical controls that support your program, mapped row by row with an honest verdict per row. An independent CPA firm issues a SOC 2 report; a vendor cannot hand you one. See compliance alignment.

04Who reviews the governance itself?

A small senior practice, one principal with a bench of contractors, and worth weighing as such. What holds the controls is machine-checked rather than attested by headcount: the denies are asserted in tests, the plan page is generated from the code, and the exceptions are published to you inside the product. Your own reviewer is the second pair of eyes, and the questionnaire is built to make that easy.

05What happens if you find a gap after we sign?

It goes on your plan page as a standing exception, with what it is and what closes it, and into the operations journal. The denies are asserted in the build, so closing it is a recorded change rather than a quiet edit: see enforced in cloud policy. We fix in the direction of refusing: when a control is ambiguous, the system denies and we get a support call, rather than allowing and nobody noticing.

The recommendation

The recommendation is not "trust Sam".

It is: own the environment, inspect the evidence, and keep the exit open. Every page in this section is written so that a sceptical reviewer can check it rather than believe it.

  • 01
    Own the environment. Your cloud account, your bill, your data at rest, your records.
  • 02
    Inspect the evidence. The controls matrix, the posture object, the plan page and its exceptions.
  • 03
    Keep the exit open. Runbooks and infrastructure as code are deliverables, not favours. Ownership and exit.
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Your private AI, inside your control ·

A bounded first engagement that ends in a network topology and data-flow map you keep, whether or not you proceed.