Operating brief
Workflow & Approval Automation
Make automation stop for judgment and recover when execution fails.
Connect triggers, rules, agents, business systems, human approvals, recovery, and audit.
Judgment and recovery
Approval swimlane
Automated execution, accountable judgment, and failure recovery occupy separate lanes while sharing one run record.
- 01Automated execution
Intake
Create work from forms, email, webhooks, or system events.
- 02Automated execution
Normalize
Validate input, create idempotency identity, and bind the business object.
- 03Accountable judgment
Apply policy
Decide what can run automatically, needs review, or is prohibited.
- 04Automated execution
Execute
Invoke agents, APIs, scripts, and business systems.
- 05Accountable judgment
Human gate
Send candidates and exact versions to an accountable approver.
- 06Recovery handling
Retry and recover
Retry, pause, resume, or dead-letter by error class.
- 07Automated execution
Complete and audit
Retain inputs, artifacts, decisions, duration, and final state.
Operating chain
How the system operates, step by step
The sequence reflects real ownership and state changes; responsive layout changes presentation, not execution order.
- 01
Intake
Create work from forms, email, webhooks, or system events.
- 02
Normalize
Validate input, create idempotency identity, and bind the business object.
- 03
Apply policy
Decide what can run automatically, needs review, or is prohibited.
- 04
Execute
Invoke agents, APIs, scripts, and business systems.
- 05
Human gate
Send candidates and exact versions to an accountable approver.
- 06
Retry and recover
Retry, pause, resume, or dead-letter by error class.
- 07
Complete and audit
Retain inputs, artifacts, decisions, duration, and final state.
System modules
Composable delivery modules
Every module links to its public library record with inspectable inputs, outputs, and readiness.
- 01Validated
Workflow orchestration
Connect APIs, jobs, agents, and external systems without losing business state.
- Input
- Triggers, steps, dependencies, policy, and service contracts
- Output
- Observable runs, stage artifacts, and completion states
- 02Validated
Human approval
Bind high-value decisions to exact candidates, versions, and content hashes.
- Input
- Candidate artifacts, review policy, and decision owners
- Output
- Approvals, rejections, feedback, and audit records
- 03Validated
Retry and recovery
Make failed work idempotently retryable, pausable, resumable, and dead-lettered.
- Input
- Job state, idempotency keys, leases, and error classes
- Output
- Governed retries, recovery points, and operator queues
- 04Deployable
Forms and document flows
Connect information intake, files, confirmation, and signing to operations.
- Input
- Fields, files, approvals, notifications, and retention policy
- Output
- Governed records, document packages, and completion evidence
- 05Live
Internal tools and admin
Give operators interfaces built around real states and permissions.
- Input
- Business objects, roles, actions, and system APIs
- Output
- Admin consoles, workspaces, queues, and audit entry points
- 06Validated
Knowledge refresh
Detect stale sources and move updates through candidate, review, and publish states.
- Input
- Source versions, update dates, and review policy
- Output
- Refresh queues, candidate versions, and change records
- 07Validated
Editorial workflow
Connect topics, briefs, creation, revision, and approved versions.
- Input
- Topics, channels, materials, and brand rules
- Output
- Content packages, candidate versions, and review records
- 08Validated
Video recipes
Codify duration, shots, voice, rendering, and review rules as reusable recipes.
- Input
- Content type, target channels, brand, and quality policy
- Output
- Versioned recipes, batches, and stage runs
- 09Validated
Compliance review
Locate risky segments, compare versions, and retain human decisions against policy.
- Input
- Video, transcript, industry policy, and versions
- Output
- Timestamped issues, revision guidance, approval, and reports
- 10Deployable
Commerce and service operations
Connect catalog, payment boundaries, fulfillment, after-sales, and customer state.
- Input
- Commercial rules, catalog, orders, inventory, and service policy
- Output
- Composable commerce and service operations
- 11Deployable
Deployment and ongoing operations
Include environments, releases, monitoring, backups, and evolution in delivery.
- Input
- Runtime environment, SLA, data boundaries, and change process
- Output
- Rollback-ready releases, health checks, alerts, and operating cadence
Outcomes and boundary
What the system produces and does not promise
Expected outcomes
- 01Automation that recovers instead of failing silently
- 02Explicit boundaries between human judgment and automated execution
- 03Traceable inputs, outputs, and ownership for every run
Delivery boundary
Money movement, publishing, compliance, and irreversible actions retain human approval and least privilege by default.
Public evidence
Projects, products, and validation evidence
Evidence and boundaries come from the public project registry; items without media show a system map instead of an empty frame.
- Workflow Automation
- 01 / Evidence
- 02 / Operating path
- 03 / Outcome
Case study
LiveSNAPOP / LinkinPro
A multi-tenant content operations system connecting company knowledge, market signals, Wiki, creation, review, and publishing preparation.
Inspectable evidence
- Production version and live environment
- Candidate versions, human review, and publishing states
- Trend, competitor, content, and performance workflows
Truthful boundary
Some external collection, video generation, and platform publishing capabilities require customer credentials and platform-specific acceptance.
- Workflow Automation
- 01 / Evidence
- 02 / Operating path
- 03 / Outcome
Lab
ValidatedContent Operations Platform
A governed content platform spanning research, evidence, topics, assets, editing, reviews, publishing packages, and learning.
Inspectable evidence
- Five core services completed an E2 rollout and health checks in a controlled local environment
- Eighteen protected pages passed desktop and mobile browser checks
- Project, editing, human review, publishing, and learning paths were validated locally
Truthful boundary
Evidence is limited to E1/E2 local builds, contract tests, and synthetic fixtures. There is no public running URL, publishable product screen, or verified real operations loop, so this is not a production system.
- Workflow Automation
- 01 / Evidence
- 02 / Operating path
- 03 / Outcome
Case study
LiveCatBridge Cloud
An operating system for WeChat supply signals, authorized inventory, store demand, matching, video verification, and deal follow-up.
Inspectable evidence
- Live operations workspace
- Separated candidate signals and authorized inventory
- Demand, quote, verification, and follow-up states
Truthful boundary
AI supports extraction and matching; authorization, verification, and transaction decisions remain human-owned.