Public API overview

Connect your workflow. Check the result.

Send the question, allowed actions and evidence from your workflow. Forge returns the selected action with its evidence, policy checks, uncertainty and human-review requirements. Your system verifies the result before using it. The signature lets an outside reviewer check the record's integrity offline.

Start with the plain-language overview below. Engineers can continue to the first-call instructions, response fields and verification requirements. Customer-specific access and field mappings are agreed during the integration handoff.

Not Another Log

A log says what happened. Forge records the supplied evidence, encoded rule result, uncertainty, and human boundary. Integrity and replay checks do not prove that the evidence or business judgment was correct.

Built For Challenge

The output is meant for the regulator, auditor, insurer, board, customer, program office, or executive team that asks why this action was allowed.

Proof Starts First

The first workflow can run through a scoped test path on non-sensitive data, then expand only after the buyer sees the proof hold up.

Plain language: no engineering background needed

What you send, what comes back, and what a reviewer can check

Forge records the result and its basis when an action is evaluated. Your team keeps that record instead of rebuilding the explanation later from logs and emails. These are the inputs and outputs.

You send

The question, the allowed answers, and your evidence

  • The decision question. Stated in your own words, for example whether a trade may be sent to the order pad or whether a model may be promoted.
  • Your decision options. A closed list you define, such as proceed, hold, escalate, or reject. Forge chooses only from this list and cannot invent an outcome that is not on it.
  • The evidence your workflow already produced. Structured summaries, source references or hashes, approvals, and explicit signals for anything missing. Each item says which of your options it supports.
  • Your constraints and policy rules. The hard limits, the required approvals, and the conditions that must hold.
  • The human boundary. Where a person must retain authority, plus the option that means hold when the evidence is not sufficient.
You get back

One signed decision record

  • The question and the option list that were actually in force for this decision.
  • The selected disposition, taken only from your own option list.
  • The supplied evidence and its per-option support, so it is visible what each item counted toward.
  • The constraint and policy results, including which rule controlled the outcome.
  • Confidence and uncertainty, stated rather than implied.
  • The abstention or hold path taken when the evidence was not sufficient to support any option.
  • The human-review boundary and who retained authority over the action.
  • A canonical request basis hash that fixes exactly what was asked.
  • An Ed25519 signature over the complete record.
  • Offline verification material: the public key, the key id, and the algorithm.
A reviewer can check

Without trusting Forge or the system that acted

  • That the record was not altered after it was signed, using the signature and a key id provisioned through a separate trusted channel.
  • That the answer came from your list, not from somewhere outside the option menu you defined.
  • What evidence was in hand at the time, and what each item supported.
  • Which rule or constraint controlled the result, rather than a narrative written afterward.
  • How confident the result was and what stayed uncertain.
  • Whether the system held back. An abstention or hold is recorded as its own outcome, not hidden.
  • Whether a person kept authority, and where the review boundary sat.
  • That replay reproduces the record byte for byte under the pinned engine and configuration.
Why a reviewer is the audience. The person who eventually questions an automated action is usually not the person who built it, and often does not have access to the system that took it. The record is designed so that reviewer can work from the artifact alone: the option list, the evidence, the controlling rule, the uncertainty, the human boundary, and a signature checkable with a public key. That check runs offline. It does not require a call to Forge and does not require the producing system to still exist.
Read this before anything else

What the record does not prove

A signed decision record supports a defense. It does not prove that the evidence you supplied was true, and it does not prove that the business judgment was correct. It proves what was decided, on what basis, under which rule, with what stated uncertainty, and that the record has not changed since it was signed.

Plain language: how access actually works

How to get access

Before issuing credentials, we agree the workflow, technical owner and data boundary. The steps below show what your team needs for the handoff.

  1. Apply, or ask for a scoping call

    You send one message describing the decision you want proof for. Forge replies with either a scoping call or a straight answer that this is not a fit. There is no queue to sit in and no form that disappears.

    Bring: one named decision or automated action, the business reason it would be hard to defend later, and who owns it internally. One paragraph is enough.

  2. The fit conversation

    A short working call on that one decision. The goal is to establish whether the decision can be expressed as a closed option list with real evidence behind it. Some cannot, and that is a legitimate outcome of this stage. Forge says so rather than scoping a project around it.

    Bring: the workflow owner and a technical owner, the actions currently possible at that decision point, the rules and approvals that apply, and where a human must stay in control.

  3. Boundary and security review

    Before any credential exists, both sides agree what data may cross, where the record is stored, and which deployment shape applies. Forge is one API: the base URL picks the host, so a customer-operated deployment is a configuration decision rather than a different product.

    Bring: your security review route, your data-handling constraints, your deployment preference, and the procurement path this would follow.

  4. Scoped credentials, then one synthetic call

    Forge issues the named technical owner a signed onboarding descriptor and a separate display-once managed key file. The onboarding authority key id and public key arrive through an independent trusted channel. The first call runs on synthetic or sanitized evidence and ends with a verified record saved in your own environment. Restricted data enters scope only after that has worked.

    Bring: the named technical owner, a place to store the returned record, and a reviewer from security, legal, or the workflow itself to read the first proof.

Contact. Start at step one by writing to joseph@forgeorbital.com with the decision you have in mind. If you would rather read the sequence in more operational detail first, the onboarding path covers ownership, data boundary, and first-run preparation, and the procurement path covers the contracting side.
What does not happen at any stage. No key is issued from this page. There is no open evaluation endpoint and no anonymous trial. The signing-identity endpoint is operational readback and cannot be used to bootstrap its own trust: the full expected key id always arrives through the separate channel.
Technical reference begins here

First call after a scoped handoff

Enterprise handoff candidate. Forge gives the named technical owner a signed onboarding descriptor and a separate display-once managed-key file. The onboarding authority key ID and public key arrive through an independent trusted channel. Before this protected pre-action call, a customer administrator with recent MFA activates the staged key and pinned tenant control profile whose menu, fallback, constraints, and approvals match the sample. This page publishes no live key, tenant, or production-ready claim.

The first-call path takes four customer-supplied values: two local file paths plus the independently delivered onboarding authority key ID and public key. The SDK verifies the complete descriptor, reads the managed key without exposing it, confirms its active durable identity, derives every runtime and signer pin, sends one synthetic request, verifies the returned proof locally, and saves it before an adapter is written. The SDK derives a stable non-PII idempotency key for this exact first call.

The standalone enterprise API exposes one compact-v1 response contract. There is no response profile header to configure and no legacy diagnostic envelope in the buyer runtime. Every retry under the same Idempotency-Key returns the same committed compact response.

Reviewed fail-closed verification client. The supplied SDK sends the scoped request and verifies the complete response locally. A production online client must bind the response to the exact request it just sent and to the independently configured control environment and deployment. The reviewed Forge SDK does this with a unique request_id, a domain-separated client_request_sha256, and an exact signed forge_client_request_binding. A missing or mismatched binding fails closed. Execution safety still requires an exclusive customer-owned action path and atomic downstream idempotency.

The signed descriptor supplies the complete action menu, safe fallback, exact control profile, allowed operation, tenant, API origin, and record-signing trust anchor. The issued decision:write key can evaluate the described decision but cannot reach tenant administration, calibration, or unrelated routes.

The protected AI-agent operation is POST /v1/decision-records/pre-action. Forge returns a disposition and proof trail; only the customer's separately qualified boundary decides whether an action may execute.

First verified call (synthetic; replace only with values Forge issued)
export FORGE_VERIFIER_PY="$PWD/.forge-verifier/bin/python"
test -x "$FORGE_VERIFIER_PY"
export FORGE_ONBOARDING_DESCRIPTOR_PATH="/secure/forge-onboarding.json"
export FORGE_BOUNDARY_API_KEY_FILE="/secure/forge-managed-key.json"
export FORGE_ONBOARDING_AUTHORITY_KEY_ID="ed25519:<64-hex-key-id>"
export FORGE_ONBOARDING_AUTHORITY_PUBLIC_KEY_B64="<base64-32-byte-key>"
export FORGE_FIRST_CALL_RECORD_PATH="/customer-vault/forge-first-call.json"

PYTHONPATH=sdk/python "$FORGE_VERIFIER_PY" sdk/python/examples/quickstart.py

Run that command from the root of the verified Forge integration kit. The kit contains the SDK, verifier, examples, and an offline golden proof; no Forge source checkout is required. The example saves forge-first-call.json only after complete-record, request-binding, action-binding, and profile-v2 control verification succeeds.

Record and proof versioning

Record schema is forge-decision-record/v2; the complete-record proof scheme is v3. The two version independently. Authenticated responses include a complete v2 record Ed25519 signature. Offline attribution requires the verifier to use a full signing-key ID provisioned through a separate trusted channel; integrity and replay do not prove the supplied evidence or the business judgment.

Response fields the caller uses

The response includes the complete signed record. The compact fields below are non-authoritative convenience projections and must match that record when the full envelope is verified:

Illustrative response excerpt; IDs and signature material are placeholders
{
  "decision": {
    "action": "block",
    "abstained": false,
    "abstention_reason": null
  },
  "record_reference": {
    "record_id": "FDR-<32-hex-issued-id>",
    "replay_key": "<64-hex-semantic-basis-id>",
    "verification_required": true,
    "complete_record_signature": {
      "algorithm": "ed25519",
      "key_id": "ed25519:<derived-64-hex-key-id>",
      "signed_field": "complete_decision_record"
    }
  },
  "record": {
    "schema_version": "forge-decision-record/v2",
    "selected_action": "block",
    "complete_record_signature": {"...": "complete signature block"}
  }
}

This sample is designed to exercise the fail-closed policy path: the submitted hard constraint fails, so the engine selects the in-menu block action with abstained=false. Treat that disposition as a refusal to send the trade. A separate low-confidence or incomplete-evidence request can select the configured hold abstention action, but that is not the result of this sample.

Do not branch on decision.action before verification. After the complete envelope verifies, those fields may be used for display because the verifier has proved they exactly match the signed record. Use record_reference.record_id as the issued-record handle and record_reference.replay_key as the semantic replay handle. Before relying on the result, verify record.complete_record_signature against the full Forge key ID provisioned through your separate trusted onboarding/configuration channel. The verifier must derive the key ID from the public-key bytes; a declared or embedded key ID, or same-API identity readback, is not a trust anchor.

Mandatory offline complete-record verification
"$FORGE_VERIFIER_PY" scripts/forge_verify_record.py "$FORGE_FIRST_CALL_RECORD_PATH" \
  --expect-key-id "$FORGE_SIGNING_KEY_ID" \
  --expect-control-environment "$FORGE_CONTROL_ENVIRONMENT" \
  --expect-control-deployment-id "$FORGE_CONTROL_DEPLOYMENT_ID"

# Continue only when the verifier reports all three:
# verified=true, full_record_integrity=true, production_attributable=true

The scoped handoff supplies the versioned forge_verify_record.py verifier with its reviewed runtime requirements. Obtain the full expected key ID separately; do not copy it from the response or identity-readback endpoint.

For an online execution boundary, use the reviewed SDK supplied in the managed handoff or implement the published forge-client-request-binding/v1 tagged-JSON contract exactly. The client must reject an old but otherwise valid signed record when the operation, request ID, question, evidence, action menu, or tenant differs from the request just sent. Only then may it read record.selected_action, and only a separately configured allow-family action may proceed.

Persist the complete record in the customer system of record. The v3 complete-record proof binds every delivered decision-record field, including signer and format metadata. Only its self-referential signature bytes and signed-message digest are omitted and independently checked. Deterministic replay is a separate reproducibility check; neither mechanism proves that customer-supplied evidence is true.

Fail closed in the caller

Compact error model

400 / 422Malformed or contract-invalid request, including an idempotency key reused with a different payload. Fix the request; do not execute.
401 / 403Missing, invalid, under-scoped, or tenant-mismatched credential. Stop and correct access through the named technical owner.
402The deployment license or scoped commercial entitlement is unavailable. Stop and resolve the account or deployment state with Forge.
409The same operation is still in progress or its replay window expired. Honor the response guidance; do not mint retries until the operation state is understood.
429Rate limited. Honor Retry-After with the same idempotency key and identical body.
500 / 503Service, signing, readiness, idempotency, or durable-state dependency unavailable. The request has no execution authority; retry only after recovery.
Trust-anchor boundary: the full expected key ID is provisioned through a separate trusted onboarding or configuration channel. The signing-identity endpoint is operational readback only and cannot be used to establish its own trust.
Demo boundary: the public agent-decision and model-governance pages are illustrative synthetic walkthroughs. They are not live customer calls or downloadable verification packages. The request above becomes usable only after Forge issues the scoped host, key, and separate signing pin. See the onboarding path for ownership, data-boundary, and first-run preparation.

What Forge does through the API

The customer keeps the workflow, data custody, policy authority, and final business decision. The API records the supplied evidence and encoded policy result for selected actions. It becomes a pre-action control point only after the customer deploys and validates an exclusive protected boundary.

Messy evidence becomes a clear case.

Forge accepts bounded JSON evidence summaries, source references or hashes, evaluated control results, approvals, and missing-item signals produced by the customer's existing workflow. Raw files, questionnaires, inboxes, and system-of-record data stay upstream unless a separately scoped adapter converts them into that contract.

The allowed action is bounded.

The customer defines the action menu. Forge does not invent business outcomes. It determines which allowed action the supplied evidence supports, such as proceed, hold, escalate, reject, or a customer-defined equivalent.

The why is preserved at decision time.

The result carries the evidence path, controlling rule, confidence, uncertainty, and human-review boundary. The proof is created when the action is evaluated, not after a problem forces someone to reconstruct what happened.

The proof can stand outside the system.

With the full expected key ID provisioned separately, a reviewer can check complete-record integrity without relying only on the model, agent, workflow, or email trail that produced the original action.

The checked path is deterministic.

No language model sits in the checked path. Complete-record Ed25519 verification checks integrity; deterministic replay separately compares the governed action and replay key under the pinned engine and configuration.

AI agents Model governance Underwriting Vendor review Infrastructure risk Federal autonomy

How the integration fits

The public contract endpoints define the common request, response, verification, and deployment surfaces. Tenant-specific field mapping, adapters, scoring configuration, and operating runbooks are scoped after workflow fit and security review.

01 Name the decision

Pick the action that would be painful to defend later if the proof trail is scattered across tools.

02 Define the boundary

Set the allowed actions, required approvals, hard constraints, and when a human must remain in control.

03 Send bounded evidence

Use synthetic, sanitized, or non-sensitive examples first. Production data waits for the right agreement and path.

04 Get decision proof

Forge returns the supported action, why it was supported, what stayed uncertain, and what must be reviewed.

05 Measure outcomes

Later outcome tags let Forge show whether that workflow is calibrated, over-confident, or still too early to call.

What happens after yes

The handoff is practical. Forge issues a scoped API key to the buyer's technical owner, sends a synthetic workflow, and walks the team from first call to first proof trail before any sensitive production data is in scope.

Key and boundary

The buyer receives a scoped credential, the first workflow name, the data boundary, and the rule for where human authority stays.

Synthetic first run

The technical owner runs a synthetic AI-agent or workflow example, then stores the returned proof trail in the buyer's own environment.

Verification review

Engineering, security, legal, or the workflow owner reviews the action, evidence path, uncertainty, human-review boundary, replay key, and signature.

Outcome feedback

When the customer later tags what happened, Forge measures calibration for that workflow. It keeps score through feedback, not silent training.

The first implementation target is 10 business days, scoped to one decision surface. First name that decision surface and map its inputs and actions. Next run the API or synthetic path and generate proof trails. Then review gaps and decide the next step.

Public reference and private handoff

The common contracts are public; the internal scoring implementation is not. Customer-specific mappings and operating details stay inside the scoped handoff.

Private handoff: after workflow fit, Forge provides the scoped test key, tenant-specific field mapping, error and retry expectations, verification notes, and security answers for that workflow.

Calibration without training

Forge can measure calibration on a customer's workflow without training on customer data. The customer tags what actually happened after an evaluated action. Forge compares the earlier confidence to the later outcome and shows whether the workflow is calibrated, over-confident, under-confident, or too early to call.

What improves

The customer's understanding of whether the workflow can be trusted, where confidence is strong, and where review boundaries need to stay tight.

What does not happen

The default is no_training: no calibration row is retained. Metrics-only calibration requires an explicit retention opt-in and authorization reference. The standalone Forge product does not perform predictive training on customer data.

Why executives care

Leadership does not just need a decision. They need to know whether the system understands when it is right, when it is uncertain, and when a person must step in.

Why reviewers care

The proof trail shows the evidence and rule behind one action. Calibration shows whether that workflow is earning trust over time.

Security and data boundary

The open page is not a key handoff. Live access is scoped to a named buyer, named workflow, and agreed integration path. The customer keeps custody and authority.

Access
Scoped credentials only after workflow fit. No public evaluation access.
First data
Synthetic or sanitized evidence is preferred for the first technical screen.
Customer control
The customer keeps the source systems, evidence vault, policy authority, and final decision.
Verification
An outside reviewer can verify a complete v2 record against an independently provisioned full signing-key ID, then replay the governed action and replay key separately.
Training
The default is no_training, which retains no calibration row. Metrics-only retention is a separate explicit opt-in. The standalone Forge product does not perform predictive training on customer data.
Production
Restricted data and enterprise rollout wait for agreement, security review, and deployment path.
Read trust posture Open procurement path

What your integration team receives

Your handoff covers the agreed workflow, test access, data boundary, verification instructions and acceptance criteria. Engineering and security reviewers get the details they need for that integration.

For engineering

  • Workflow-specific quickstart.
  • Workflow-specific field mapping against the public common schema.
  • Retry, idempotency, and error handling notes.
  • Verification instructions for the returned proof.

For security and review

  • Trust and security answers.
  • Data handling boundary.
  • Hosted, customer-operated, or isolated deployment discussion.
  • Plain limitations before any production use.
Bring one decision. If Forge cannot show a stronger proof trail on that one workflow, the buyer should not expand. If it can, the expansion path is obvious.