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AI Action Assurance / Reference Architecture

One governed action. Evidence through recovery.

DigiTrust connects the information reviewed, the human who approved it, the permitted action, and its recorded outcome.

This architecture explains the common control path behind the referral-intake and documentation-review references. Each example uses synthetic data and a simulated internal queue.

Synthetic reference workflowsIndependent human reviewAWS-first deployment profile

Separate the request, the approval, and the effect.

A model can help prepare an output. It cannot supply missing evidence, grant itself approval, or decide that an uncertain action should run again.

INPUT BOUNDARY

Workflow and evidence

Source references, declared policy, tenant, purpose, and intended destination.

ASSISTANCE BOUNDARY

Approved model path

A bounded draft or summary, with the model and source context recorded.

DIGITRUST CONTROL BOUNDARY

Policy · Evidence · Independent approval

Verify the exact result, preserve gaps and corrections, and bind a separate authorized reviewer to a specific purpose, destination, and time window.

EXECUTION BOUNDARY

One permitted use

Revalidate approval and record the claim on the action before invoking the permitted effect.

RECOVERY BOUNDARY

Durable outcome record

Link the action, terminal observation, and delivery history so a lost response can be investigated.

Visible outcomesCompletedBlockedOutcome uncertain
Reference scope: The local execution adapter demonstrates a transactional internal queue and durable observation. Production adapters must prove their own transaction, authorization, revocation, and recovery behavior before activation.

Approval follows the exact evidence reviewed.

01 / VERIFY THE SUPPORT

Make missing evidence visible

Checks use explicit policy and declared metadata: integrity, source authority and history, freshness, lifecycle, relevance, completeness, and independence.

Unresolved gaps, conflicting assertions, or a failed disclosure rule remain visible. Current checks do not infer truth from arbitrary prose.

02 / BIND THE APPROVAL

Keep the reviewer accountable

The approval binds the result, evidence snapshot, role, purpose, destination, conditions, and expiration. The reviewer must be authorized and separate from the roles the policy excludes.

Changes create a new review requirement. A previous approval cannot silently transfer to a changed subject or destination.

A lost response is an unresolved outcome.

An action may have completed even when the caller did not receive its response. Recovery must inspect durable records and preserve uncertainty until the outcome is established.

Completed

The outcome is recorded

A matching durable observation identifies the completed action. Recover the receipt and continue delivery of its recorded event.

Blocked

A required condition failed

Missing approval, changed scope, expired authority, or insufficient evidence prevents the action from proceeding.

Outcome uncertain

Further inspection is required

A timeout or missing lookup does not authorize another attempt. Escalate unresolved cases and retain the original action identity.

The synthetic references exercise concurrent requests, replay rejection, lost responses, process restart, and receipt tampering. Whole-system restore, distributed revocation, recovery time, and recovery point objectives still require deployment-specific evidence.

Keep the control contract consistent. Validate the environment.

A different AI model and a different hosting platform are separate changes. Both need review of the exact capabilities used by the workflow.

MODEL CHOICE

Which model may assist?

Identify the approved provider, model, location, guardrails, evidence mapping, and permissions. Model access alone does not approve a workflow.

DEPLOYMENT PROFILE

Where do the controls operate?

Bind the application to its identity, storage, key custody, execution, event delivery, and recovery providers. Each adapter needs acceptance evidence.

SHARED CONTRACT

What must remain true?

Preserve tenant scope, independent approval, exact permitted use, minimized evidence, and visible failure or uncertainty across every environment.

AWS is the first deployment profile. Additional clouds and self-hosted production environments remain architecture work until their adapters and operating controls pass acceptance.

Reference evidence is available. Production acceptance remains open.

The merged source, installed runtime, and customer deployment are distinct evidence boundaries. Passing source tests or a synthetic simulation does not establish that a deployed workflow is ready for production.

Capability and acceptance boundary
AreaAvailable evidenceRequired before production use
Evidence and approvalReference checks bind policy, sources, result, reviewer, and permitted use.Accepted customer scope, roles, data access, and end-to-end identity and isolation checks.
Execution and recoveryA local transactional queue demonstrates one-time use, observation, and recovery from a lost response.Accepted production effects, durable approval and delivery integration, revocation, and restore evidence.
Cryptographic protectionAuthenticated reference history demonstrates context binding and tamper detection.Reviewed protection providers, tenant key custody, durable trust anchors, retention, and deletion controls.
DeploymentAn AWS runtime and deployment path exist. Reference source validation is separate.Acceptance of the exact release, configuration, provider composition, monitoring, support, and recovery objectives.
Customer activationSynthetic referral and documentation references support an architecture discussion.Named owners, approved integrations, a customer data decision, and a recorded go/no-go decision.
Customer responsibility: DigiTrust supports evidence and approval workflows. It does not replace clinical judgment, legal review, security programs, audits, certification, or regulatory obligations.

Start with the environment you can validate.

The AWS reference pattern provides the first implementation path. The deployment review binds its application image, provider configuration, identity, storage, key handling, and operational evidence.

AWS Marketplace provides a purchasing path for a scoped enterprise engagement. Marketplace availability and AWS solution review do not establish acceptance of every integration or customer workflow.

Choose the action, the owner, and the acceptance evidence.

Review a referral-intake or documentation workflow, confirm the boundaries, and define a production acceptance plan with DigiTrans.