POST-GENERATION RELEASE CONTROL

Ship customer-facing AI without releasing every model output.

Your model still generates. SemeAI Gate checks the candidate against your policy, evidence, and context, then returns SHOW, REVIEW, or BLOCK with an auditable decision receipt.

Request a Gate pilot Run the live Gate

Working public API · deterministic scenarios · decision receipts · no model migration

Generation creates a candidate. Release is a separate decision.

Candidate outputRelease field

THE MISSING BOUNDARY

Fluent output is not permission to release.

Prompts, retrieval, moderation, and model confidence can inform a decision. They do not make the generated answer release authority. Before output reaches a customer—or becomes an action—your host needs an explicit decision boundary.

Invented customer facts

A support assistant promises a discount, refund, or entitlement that current business data does not support.

Ambiguous policy claims

Evidence is incomplete or conflicting, but the model answers with more certainty than the workflow can justify.

Unapproved action proposals

An agent proposes a change, message, or operation that should not proceed without a separate release and execution boundary.

Generated ≠ verified ≠ allowed ≠ released.

ONE RELEASE CONTRACT

Put the Gate after generation and before visibility.

SemeAI does not replace your model. It evaluates the candidate at the point where your application is about to expose it.

01 · CANDIDATE

Your model generates.

The output remains a candidate. It has not been released to the user or authorized for execution.

02 · BOUNDED INPUTS

Your workflow supplies policy, evidence, and context.

Only customer-approved inputs enter the decision. Retrieval is evidence—not automatic truth or permanent memory.

03 · DECISION

The Gate returns an explicit release state.

SHOW maps to PROCEED. REVIEW maps to NEEDS_REVIEW. BLOCK maps to SILENCE.

04 · RECEIPT

The decision remains inspectable.

A decision receipt preserves the trace. Any later execution or result belongs in a separate linked receipt.

SHOW

Release the evaluated candidate.

REVIEW

Keep the candidate withheld and route the case to your approved review process.

BLOCK

Deny release, withhold execution, and preserve the audit. SILENCE is not deletion.

If the Gate cannot make a valid decision, fail closed. Do not replace the candidate with newly generated or un-gated text.

SEE THE BOUNDARY

Run a deterministic Gate scenario.

Choose a published scenario and inspect the inputs, decision mapping, withheld behavior, and receipt. The demo proves the published scenario—not every policy or workflow.

Live Gate

Run supported, ambiguous, blocked, and error cases without entering private data.

Use only these published scenarios. Do not enter secrets, personal data, or private customer content.

Inspect bounded inputs

Inspect support scenarios

Ready. No candidate has been released.

IDLE

Choose a scenario, then run the Gate.

A candidate remains a candidate until a valid Gate decision permits release.

Inspect the decision receipt

Ask the evidence, not a sales script.

Axiom explains SemeAI from an admitted public evidence index. It is a guided demo—not release authority, private-workspace retrieval, or a source of custom commercial commitments.

START WITH ONE WORKFLOW

Use release control where a fluent answer can change a real outcome.

The first pilot should have a clear candidate, a clear release point, and policy or evidence the Gate can evaluate.

Customer support assistants

Check discounts, refunds, entitlements, and account claims against current business data before the answer reaches a customer.

Knowledge assistants and internal copilots

Hold answers when the source set is missing, conflicting, out of scope, or insufficient for the requested claim.

Generated reports and recommendations

Require evidence and policy checks before generated conclusions become customer-visible or operationally relied upon.

Agent action proposals

Gate the proposal before a separate execution authority decides whether any real-world action may occur.

SemeAI Gate does not provide medical, legal, financial, or compliance approval. Regulated workflows require the customer’s own qualified governance and separate review.

Request a Gate pilot

SEMEAI GATE PILOT

Prove the release boundary on one existing workflow.

The pilot is a bounded technical engagement. Together we map your release point, connect the Gate in an approved test path, run agreed scenarios, and produce an evidence-backed conclusion before any broader rollout.

What the pilot includes

One workflow and one release-boundary map
Policy, evidence, and context field mapping
SHOW / REVIEW / BLOCK host behavior
Decision receipt verification
Deterministic supported, ambiguous, blocked, and error scenarios
Integration, limitation, handoff, and rollback notes

What we need from your team

A working AI workflow and technical owner
The point where output becomes visible or actionable
Non-sensitive example candidates and expected outcomes
Approved policy and evidence sources
A test environment and data-boundary requirements
Your intended review and withheld-output process

What success means

Agreed scenarios produce reproducible decisions; no candidate is visible before SHOW; REVIEW and BLOCK remain withheld; receipts are inspectable; operational behavior and limitations are documented.

Pilot scope and commercial terms are confirmed after a technical fit review. Submitting a request creates no purchase commitment.

Request a Gate pilot

INSPECT BEFORE YOU TRUST

Follow the decision from candidate to receipt.

SemeAI publishes working surfaces and their limits so your team can inspect the mechanism before discussing a broader deployment.

Live Gate

Run bounded scenarios and inspect SHOW, REVIEW, BLOCK, and receipt behavior.

Run the Gate →

API and schema

Inspect the request, response, canonical decisions, public mappings, and receipt fields.

View the contract →

Public implementation

Review the basic adapter, examples, tests, and deterministic behavior in the public repository.

Open the repository ↗

Architecture and boundaries

Read the Engineering Book and Research surfaces for design decisions, evidence, and explicit claim limits.

Read the evidence →

Repository Evidence Benchmark

The Benchmark evaluates bounded public repository signals. It is not a security audit, product certification, or production endorsement.

Open the Benchmark →

KEEP YOUR GENERATION STACK

One release contract, placed where your data is allowed to live.

The pilot selects an integration path based on your workflow, approved data boundary, and test environment. No deployment shape is assumed before technical review.

Hosted API

Evaluate scoped request data through the hosted Gate when your policy permits it.

Self-hosted path

Evaluate whether the published contract can run inside a customer-controlled environment. Customer-specific packaging and support require separate scope approval.

Open-source basic adapter

Inspect and run the basic deterministic adapter locally as implementation evidence.

Generate candidate → call Gate → release only on SHOW → withhold on REVIEW/BLOCK/ERROR → retain decision receipt

If your product needs customer-visible fallback or warning text, include it in a candidate evaluated before release or submit it through a separate Gate decision. Never mutate the released answer after the Gate.

WHAT THE GATE DOES—AND DOES NOT DO

A release decision is not a universal truth claim.

SemeAI Gate does

Evaluate an AI-generated candidate against bounded policy, evidence, and context
Return an explicit release state
Help the host withhold REVIEW and BLOCK candidates
Preserve an inspectable decision receipt
Keep release authority separate from generation and advisory metadata

SemeAI Gate does not

Replace your model or guarantee that generated content is true
Turn retrieval, memory, or metadata into release authority
Provide regulatory, medical, legal, financial, or compliance approval
Authorize real-world execution merely because content was released
Generate or rewrite a fallback after a blocked decision
Convert public evidence into proof of private customer outcomes

Is SemeAI self-serve?

The public Gate and evidence surfaces are available to inspect. Account, Workspace, and Dashboard access is approved-pilot access until the commercial onboarding journey is verified end to end.

How much does a pilot cost and how long does it take?

Scope and commercial terms are confirmed after a technical fit review. SemeAI does not publish an unverified pilot price or timeline.

What happens to a blocked candidate?

Release is denied, execution is withheld, and the audit record remains. The candidate is not deleted and must not be exposed through the page, events, receipts, or a generated fallback.

Does SHOW mean the answer is universally true or safe?

No. SHOW means the candidate satisfied the configured decision contract for that evaluated case. It is not a universal quality, security, compliance, or production endorsement.

REQUEST A TECHNICAL FIT REVIEW

Name the workflow you want the Gate to control.

Tell us where generated output becomes visible or actionable. We will review the fit for one bounded Gate pilot by email.

Include these non-sensitive details

Your role, company or project, and current workflow stage
Where generated output becomes visible or actionable
One supported, one ambiguous, and one withheld case
What should happen on REVIEW or BLOCK
Your model/host stack and data-boundary requirement

Request by work email

Do not submit secrets, credentials, personal data, proprietary prompts, private documents, or customer content. A short non-sensitive description is enough for the first review.

Request a Gate pilot Approved pilot sign in

This opens your email client with a safe subject only. It is a non-binding fit request, not account creation or a purchase. Scope and commercial terms are confirmed separately.

SemeAI · governed release control

Generation creates a candidate. Release is a separate decision.

SemeAI is a governed release-control layer for AI-generated outputs. The model produces a candidate; the Gate evaluates evidence, policy, and context before the host receives SHOW, REVIEW, or BLOCK.

Generation is not release authority.

Run the Benchmark Explore the Gate Enter Genesis

01 Candidate LLM output

02 Evidence data and context

03 Decision SHOW / REVIEW / BLOCK

04 Receipt audit preserved

BoundedEvidence and policy remain scoped

InspectDecision criteria stay visible

RetainReceipts preserve the decision trace

Candidate field Release field Audit preserved

SemeAI Core Living release ecosystem Memory, evidence, timelines, receipts, and release decisions evolve without deleting audit history.

Memory is governed.

Raw archives and generated answers do not become trusted memory by default. SemeAI keeps source evidence separate from admitted memory.

raw evidence != admitted memory

Navigate the system

One principle. Distinct places to understand it.

Start with the question you have now. Each route has one job; none of them replaces the release decision.

WhyGenesisThe conceptual and emotional origin. WhatSemeAI GateThe post-generation release authority. EvidenceRepository Evidence BenchmarkThe principle operating on bounded public evidence. HowEngineering BookArchitecture, decisions, receipts, replay, and continuity. BoundaryResearchEvidence, experiments, limitations, and claim boundaries. EnterWorkspaceIdentity and governed context, with explicit access to the operator Gate console.

Control corridor

The answer crosses a boundary before it reaches anyone.

SemeAI does not replace the model. It adds the missing release layer between fluent generation and real-world exposure: business data, context integrity, risk checks, release decision, and audit record.

Candidate answer The LLM writes text. It is not release authority.

Evidence and context Business data, rules, and expected scope are checked before release.

SemeAI Gate Returns SHOW, REVIEW, or BLOCK while preserving canonical audit states.

Receipt trail Decisions and withheld outputs remain replayable instead of disappearing.

SHOW = PROCEED

REVIEW = NEEDS_REVIEW

BLOCK = SILENCE

Explore the Gate Inspect the architecture

Why this matters

AI answers can be fluent and still not allowed.

Fake promo codes are only the smallest demo. The same boundary applies wherever generated output can mutate customer-visible facts, workflows, medical guidance, finance claims, game worlds, or internal operations.

Support

Invented entitlement

Discounts, refunds, and account promises must match business data before release.

Finance

Unsupported claim

Fees, returns, eligibility, and account status need a source of support.

Medicine

Patient-visible advice

Generated guidance should be reviewed before becoming a visible recommendation.

Worlds

Canon mutation

AI-generated lore, quests, economy, and game state should pass a release boundary.

Ops

Action escalation

Deploy, delete, config, and approval-bypass suggestions need a gate before action.

generated != verified != allowed != released

The output is a candidate until evidence, context, business rules, and release control allow it to reach the user.

Product depth Open the live Gate demo and deployment paths Release outcomes · public demo · hosted and self-hosted boundaries

Release-control pipeline

Attention generates. The gate decides release.

The gate is not a bigger model. It is the boundary after generation: evidence, context, rules, risk, decision, receipt.

01 Candidate LLM answer

Generated text is a proposal, not release authority.

02 SemeAI Gate release control

Evidence, context, rules, risk, and policy are checked before release.

03 Host action SHOW / REVIEW / BLOCK

The product follows a business action while internal states stay canonical.

SHOWREVIEWBLOCK

04 Receipt trace Release denied still preserves audit.

SILENCE withholds output; it does not delete the candidate, decision, or replay metadata.

SHOW

Release

Maps to PROCEED. The answer is supported enough to be shown automatically.

REVIEW

Hold for operator

Maps to NEEDS_REVIEW. The system keeps audit metadata and does not auto-release.

BLOCK

Withhold

Maps to SILENCE. Release is denied, execution is withheld, audit is preserved.

Live API bridge

Run the gate on a real payload.

This browser demo calls api.semeai.tech/v0/demo/check. No customer data is stored in this public demo path.

User message AI candidate Business data

ready free checks left: 5

Gate result

idle

BLOCK

internal: SILENCE

Select a scenario and run.

Hero smoke check

internal: SILENCE

BLOCK

User sees nothing. Audit preserved.

Response JSON

{}

{}

Deployment model

SaaS when speed matters. Self-hosted when data cannot leave.

The architecture supports three paths: open-source adapter, hosted API, and enterprise self-hosted deployments for teams that must keep documents inside their own perimeter.

Open SourceRun the adapter yourself. Inspect tests, examples, schemas, and receipts. Self-hosted EnterpriseDeploy in your VPC or internal network. We do not need to see your documents. Hosted API fit reviewEvaluate an approved pilot path without assuming self-service access or commercial terms.

Trust boundary

The gate runs where your data is allowed to live.

SemeAI is not forced into one deployment shape. Small teams can start with the hosted API. Sensitive teams can run the same contract inside their own perimeter, so documents do not have to leave.

View self-hosted path Integration guide

Open source Inspect the adapter, tests, examples, schemas, and canonical mapping.

Self-hosted Run in VPC, private network, or customer-controlled infrastructure.

Same contract

SHOW / REVIEW / BLOCK

One release-control shape across hosted and self-hosted deployments.

SaaS API Fast pilot path when scoped request data is allowed by policy.

Audit trail Blocked outputs preserve decision metadata instead of disappearing.

Public instrument

See the release principle operate on a real repository.

The Repository Evidence Benchmark reads bounded public GitHub evidence and produces inspectable criteria, a candidate score, a display-only Benchmark Presentation Gate decision, and a local receipt.

SHOW means evidence is sufficient to display. It is not a quality approval, security verdict, or production endorsement.

Run the Benchmark View evidence boundaries

Input

A public owner/repository name selects the evidence surface.

Bounded evidence

Visible repository signals are normalized against fixed, inspectable criteria.

Presentation Gate

SHOW, REVIEW, or BLOCK controls benchmark result display only.

Local receipt

The decision trace is downloadable with an integrity hash, not a signature.

Why · Genesis

Possibility forms before authority arrives.

Genesis is the conceptual origin and visual language of SemeAI: candidate formation, divergence, and the moment generation becomes insufficient.

Enter Genesis

How · Engineering Book

The architecture remains inspectable.

Read the implementation boundaries behind candidates, Gate decisions, evidence, receipts, replay, continuity, and product surfaces.

Read the Engineering Book

Research and evidence

Public artifacts behind the thesis.

SemeAI is developed as working software and as a narrow research direction around release authority after generation. The links below are public evidence records, not production-certification claims.

View Research

SSRN paperabstract_id=6613718 Zenodo archived recordrecord 20525820 silence-as-controlgovernance source context semeai.techproduct surface

Enter the ecosystem

The model generates. The Gate decides. The receipt preserves the trace.

Build AI products where generated output has to pass a release boundary before it becomes user-visible, action-visible, or memory-visible.

Open Dashboard Run the Benchmark Explore the Gate