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Approval packet generation

Assemble a decision-ready approval packet from distributed evidence, control requirements, and visible exceptions so human reviewers can evaluate a governed request without the workflow making the approval decision itself.

Metadata

  • Pattern id: approval-packet-generation
  • Pattern family: Gather / Retrieve / Synthesize
  • Problem structure: Context gathering and synthesis (context-gathering-and-synthesis)
  • Domains: Finance (finance), Compliance (compliance), Engineering (engineering)

Workflow goal

Produce a governed approval packet that consolidates supporting evidence, required controls, provenance, and unresolved exceptions before downstream human review, while stopping at packet handoff rather than approval, recommendation, or execution.

Inputs

Approval request

  • Description: A scoped request, exception, or change proposal that needs a reviewable packet before an approval forum or decision owner can act.
  • Kind: request
  • Required: Yes
  • Examples:
  • Production architecture exception awaiting review board evaluation
  • Quarter-close covenant waiver request requiring controller review
  • Compliance control deviation packet for policy owner assessment

Supporting evidence sources

  • Description: Records, documents, analyses, and system artifacts that justify the request or explain its current state.
  • Kind: evidence-set
  • Required: Yes
  • Examples:
  • Financial schedules, forecasts, and prior approvals
  • Policy excerpts, control test results, and obligation mappings
  • Design documents, incident history, and rollout evidence

Approval criteria and control framework

  • Description: The thresholds, required approvers, policy checks, and mandatory disclosures that define what the packet must contain.
  • Kind: policy
  • Required: Yes
  • Examples:
  • Authority matrix and segregation-of-duties rules
  • Review board checklist and exception disclosure requirements
  • Change governance policy with required rollback evidence

Exception and dependency state

  • Description: Known gaps, unresolved questions, pending prerequisites, and conflicting evidence that must remain visible in the packet.
  • Kind: case-state
  • Required: No
  • Examples:
  • Open control deficiency awaiting remediation evidence
  • Missing sign-off from a required engineering owner
  • Conflicting interpretation of a compliance threshold

Outputs

Approval packet

  • Description: A decision-ready packet that links the request to supporting evidence, required controls, provenance, and reviewer context.
  • Kind: packet
  • Required: Yes
  • Examples:
  • Architecture review packet with evidence, dependency map, and control checklist
  • Finance exception packet prepared for controller and treasury review

Evidence and provenance index

  • Description: Structured mapping from packet claims and sections to source artifacts so reviewers can inspect support quickly.
  • Kind: trace
  • Required: Yes
  • Examples:
  • Section-to-source index keyed to document identifiers
  • Control assertion ledger with linked evidence excerpts

Exception register

  • Description: Explicit list of open issues, missing evidence, policy conflicts, and unresolved dependencies that prevent the packet from appearing cleaner than reality.
  • Kind: issue-list
  • Required: Yes
  • Examples:
  • Outstanding reviewer questions and blocked dependencies
  • Missing evidence items requiring manual follow-up before approval

Handoff record

  • Description: Structured record showing packet completeness status, intended reviewers, and the boundary where generation stopped and human review begins.
  • Kind: handoff
  • Required: Yes
  • Examples:
  • Review queue entry noting packet ready for committee evaluation
  • Submission manifest showing packet prepared but not adjudicated

Environment

Operates in governance-sensitive review processes where evidence lives across systems, exceptions are easy to bury, and reviewers need a compact but inspectable packet before making a consequential decision.

Systems

  • Document and evidence repositories
  • Policy and control libraries
  • Workflow or ticketing systems
  • Systems of record relevant to the request

Actors

  • Request owner or analyst
  • Control or policy owner
  • Reviewing approver or review board
  • Domain subject-matter contributors

Constraints

  • Preserve provenance for every consequential claim or required control statement in the packet.
  • Keep unresolved exceptions, missing evidence, and policy conflicts visible rather than smoothing them into a clean narrative.
  • Stop at packet generation and handoff; the workflow must not decide approval outcomes or execute any downstream action.
  • Reflect the current approval framework and reviewer routing without silently inferring authority.

Assumptions

  • Relevant source systems expose enough metadata or stable identifiers to support provenance.
  • Human reviewers or boards remain responsible for deciding whether the request is approved, rejected, or sent back for rework.
  • The packet format can accommodate both supporting evidence and unresolved exceptions without hiding either.

Capability requirements

  • Retrieval (retrieval): The workflow must gather supporting records, policies, and prior context from multiple systems before a complete packet can exist.
  • Synthesis (synthesis): Retrieved evidence has to be compressed into a decision-ready packet instead of remaining as scattered source material.
  • Verification (verification): Packet contents, source links, and claimed control coverage must be checked so reviewers are not handed unsupported assertions.
  • Policy and constraint checking (policy-and-constraint-checking): Approval criteria, required disclosures, and reviewer authority boundaries determine packet completeness and handoff readiness.
  • Coordination (coordination): Multiple contributors and evidence owners often need structured handoffs so specialist findings land in one coherent packet.
  • Memory and state tracking (memory-and-state-tracking): The workflow must preserve packet versions, open exceptions, source mappings, and completeness state across iterative assembly.

Execution architecture

  • Orchestrated multi-agent (orchestrated-multi-agent): Specialized retrieval, control-checking, exception-curation, and packet-assembly roles are often worth orchestrating separately because the packet must combine heterogeneous evidence while keeping provenance and reviewer context intact.
  • Human in the loop (human-in-the-loop): Humans remain part of the normal loop to confirm scope, resolve ambiguous evidence, and accept the packet handoff before any approval forum relies on it.

Autonomy profile

  • Level: Human directed (human-directed)
  • Reversibility: The packet is editable and can be regenerated, but an incomplete or misleading packet can still bias downstream reviewers toward poor decisions before problems are detected.
  • Escalation: Escalate whenever required evidence is missing, policy interpretation is disputed, reviewer authority is unclear, or the packet would otherwise imply readiness that the available controls do not support.

Human checkpoints

  • Confirm the request scope, approval boundary, and required reviewers before broad packet assembly begins.
  • Review the assembled packet, evidence index, and exception register before handoff into downstream approval review.
  • Decide whether unresolved gaps are acceptable for review or whether the packet must be returned for more evidence.

Risk and governance

  • Risk level: High (high)
  • Failure impact: An inaccurate or incomplete approval packet can mislead high-stakes reviewers, obscure control gaps, create financial or compliance exposure, and shape downstream decisions that are difficult to unwind once formal review begins.
  • Auditability: Preserve source mappings, packet versions, completeness checks, exception states, human overrides, and handoff timestamps so reviewers can reconstruct why the packet looked decision-ready at transfer time.

Approval requirements

  • A human owner must approve packet completeness and reviewer routing before the packet is handed to the downstream approval process.
  • Any missing mandatory evidence, unresolved control conflict, or authority ambiguity must be explicitly accepted by a human reviewer rather than suppressed by the workflow.

Privacy

  • Limit inclusion of sensitive financial, personnel, security, or regulated data to what reviewers genuinely need.
  • Apply masking or access controls when packet evidence references confidential source material.

Security

  • Use least-privilege access for retrieval from systems of record and control repositories.
  • Log packet assembly, evidence inclusion decisions, and exception-handling steps for later inspection.

Notes: High-risk posture is appropriate because the pattern shapes governed decisions in finance, compliance, and engineering while stopping just before the formal approval act.

Why agentic

  • The workflow must adapt retrieval and assembly paths as packet gaps, conflicting evidence, and reviewer-specific requirements emerge.
  • Producing a trustworthy packet requires stateful coordination across specialized evidence, control, and exception-handling roles rather than a one-shot summary.
  • The system must decide what belongs in the packet, what remains an open exception, and when to stop at a governed handoff instead of drifting into recommendation or execution.

Failure modes

Required evidence is omitted while the packet appears complete

  • Impact: Reviewers make consequential decisions without seeing material support gaps or missing control context.
  • Severity: high
  • Detectability: medium
  • Mitigations:
  • Check packet sections against explicit completeness criteria derived from the approval framework.
  • Keep missing mandatory evidence visible in the exception register and handoff record.
  • Require human sign-off on completeness before handoff.

Exception visibility is collapsed into summary language

  • Impact: Open conflicts, policy concerns, or unresolved dependencies are understated and reviewers receive a falsely reassuring packet.
  • Severity: high
  • Detectability: medium
  • Mitigations:
  • Maintain a dedicated exception register linked from the main packet.
  • Block handoff when open exceptions are present but not categorized and surfaced.
  • Impact: Reviewers cannot verify the packet quickly, and weak or misattributed evidence may survive into formal review.
  • Severity: medium
  • Detectability: medium
  • Mitigations:
  • Validate section-to-source mappings before packet finalization.
  • Preserve stable source identifiers and reviewer-visible evidence indexes.

The workflow drifts into implicit recommendation or approval language

  • Impact: The gather-and-synthesize boundary is blurred and humans may treat the packet as a decision artifact rather than a review input.
  • Severity: medium
  • Detectability: high
  • Mitigations:
  • Label the output as preparation and handoff material only.
  • Keep downstream recommendation or approval steps outside the generated packet scope.

Evaluation

Success metrics

  • Percentage of approval packets accepted for review without missing mandatory evidence or routing corrections.
  • Rate at which material exceptions are surfaced before downstream approval meetings or queues begin.
  • Reviewer time to inspect provenance for a challenged packet claim.

Quality criteria

  • The packet clearly separates supporting evidence, control context, and unresolved exceptions.
  • Every consequential claim or checklist assertion is traceable through the provenance index.
  • The handoff record makes the family boundary explicit by showing that packet generation stopped before approval adjudication.

Robustness checks

  • Test with conflicting evidence and verify the packet preserves the conflict rather than forcing a false synthesis.
  • Test with missing required artifacts and ensure the packet remains visibly incomplete or escalates instead of appearing ready.
  • Test with shifting approval matrices and confirm reviewer routing and completeness rules are recomputed.

Benchmark notes: Evaluate governed packet usefulness together with provenance integrity and exception visibility; polished briefing quality alone is insufficient.

Implementation notes

Orchestration notes

  • Keep retrieval, control-context assembly, exception curation, and final packet composition as explicit stages sharing durable packet state.
  • Preserve structured handoff boundaries so downstream recommendation, approval, or execution systems cannot be mistaken for part of this pattern.

Integration notes

  • Common implementations integrate evidence stores, systems of record, policy repositories, and review workflow tooling.
  • Keep the pattern neutral about specific governance platforms, ticketing systems, or document stores.

Deployment notes

  • Start in review processes where packet incompleteness currently causes delay, rework, or hidden exception risk.
  • Tune completeness rules with control owners so the workflow stays conservative about handoff readiness.

References

Example domains

  • Finance (finance): Assemble a covenant exception packet with supporting schedules, prior approvals, and unresolved variance notes for controller review.
  • Compliance (compliance): Build a control deviation packet that links obligations, evidence, and open remediation gaps before policy-owner adjudication.
  • Engineering (engineering): Prepare an architecture or production-change exception packet with rollback evidence, dependency risks, and review-board context before human approval.

Grounded instances

Canonical source

  • data/patterns/gather-retrieve-synthesize/approval-packet-generation.yaml