Procurement · Illustrative Workflow
Supplier Onboarding
Supplier activation is delayed by missing information and approvals scattered across systems.
For Procurement operations and supplier-risk reviewer. Illustrative Workflow — scope and availability require validation. Not a commercially available Pack, live integration or customer deployment.
Agent Assist
- Review onboarding forms and extract supplier information
- Identify missing documents against policy
- Prepare a risk summary and next-action recommendation
Agent Execution
- Request missing documents and update onboarding tasks
- Route procurement or compliance reviews
- Submit approved activation steps through validated interfaces and verify status
Human Control
Policy exceptions and final supplier authorization require the appropriate human reviewer.
Exceptions and Failure
Missing or expired documents block activation. Withheld approval routes to revision or escalation, not automatic completion.
Systems and Prerequisites
Procurement · ERP · Document storage. Identify the exact product/version, validate interfaces and authorized data access, define separate read/write permissions, approval owners, rate limits and verification evidence before implementation.
- Example Input
- An onboarding form, submitted documents and requirements list.
- Example Output
- A completeness review, approval record and confirmed activation status.
Outcome Measurement
Agree the Baseline Before Acting.
Define each KPI, source, comparison scope and observation period. Simulated completion and modeled time reductions are not verified customer outcomes.
- Onboarding cycle time
- Incomplete applications
- Review effort
- Exception rate
Fictional Investigation
Inspect the Sources, Decision and Authorized Path.
Fixed sample inputs and illustrative scores—not hidden reasoning, live data, verified deployment documentation or customer evidence.
Agent Findings
Investigation has not run. Review the fixed evidence before generating the sample decision summary.
Fictional enterprise demonstration · Trigger: Onboarding request idle for 9 business days · Yesterday, 16:03. All records and timestamps are fictional.
Evidence Sources and Reconciliation
Procurement suite · SUP-0932/evidence-1
- Collected / compared
- Tax form status: missing; bank details: verified
- Freshness
- Fixed demonstration snapshot; live freshness not established
- Reliability
- Record supplied as fictional evidence
- Missing or conflicting
- Offline communication with the supplier is not captured.
- Read permission
- Read the referenced sample evidence; no live source access
ERP · SUP-0932/evidence-2
- Collected / compared
- Request for tax form sent once, no reminder
- Freshness
- Fixed demonstration snapshot; live freshness not established
- Reliability
- Signal supplied as fictional evidence
- Missing or conflicting
- Offline communication with the supplier is not captured.
- Read permission
- Read the referenced sample evidence; no live source access
Configured policy · SUP-0932/evidence-3
- Collected / compared
- Sanctions screening passed
- Freshness
- Fixed demonstration snapshot; live freshness not established
- Reliability
- Policy check supplied as fictional evidence
- Missing or conflicting
- Offline communication with the supplier is not captured.
- Read permission
- Read configured approval policy
Procurement suite · SUP-0932/evidence-4
- Collected / compared
- Tax form required for this jurisdiction
- Freshness
- Fixed demonstration snapshot; live freshness not established
- Reliability
- Document supplied as fictional evidence
- Missing or conflicting
- Offline communication with the supplier is not captured.
- Read permission
- Read the referenced sample evidence; no live source access
Evidence Confidence
Illustrative fixed-input assessment: arithmetic mean of listed evidence-quality factors (0–100). Not statistically calibrated, business impact or authorization.
Evidence Confidence · 60/100 illustrative
- Sample source completeness: 60/100 fixed sample input — Offline communication with the supplier is not captured.
- Sample agreement: 60/100 fixed sample input — Onboarding is waiting on a single missing document; all other checks complete.
Operational Risk Score
Moderate · 2.25/3 illustrative risk band
Weighted mean of impact factors rated 1–3: Low < 1.5, Moderate 1.5–<2.5, High ≥ 2.5. Independent of evidence confidence; no score grants permission.
- Business impact: 2/3 × weight 2 — Project purchase order cannot be issued until supplier is active
- Change sensitivity: 3/3 × weight 1 — Supplier-communication permission; no ERP write until approval
- Reversibility and scope: 2/3 × weight 1 — Consequential actions require named approval and outcome checks
Next Best Actions
Ranked recommendations appear after investigation.
Approval Status
Detected · Procurement Operations Lead. Scope: Supplier-communication permission; no ERP write until approval. Authorization comes from the configured authority, never from confidence or risk scores.
Execution Activity
Stable case/operation keys and original approval scope govern retries; completed operations are not replayed. Requests below are fictional, not real API specifications.
1. Write · Procurement suite
Request: Send guided document request; sample operation key SUP-0932-1
Not executed. No result exists yet.
2. Write · ERP
Request: Validate submitted form; sample operation key SUP-0932-2
Not executed. No result exists yet.
3. Write · Document storage
Request: Create supplier in ERP; sample operation key SUP-0932-3
Not executed. No result exists yet.
4. Write · Procurement suite
Request: Notify requester that the PO can be raised; sample operation key SUP-0932-4
Not executed. No result exists yet.
Verified Outcome
Not verified. An API response or completed operation is insufficient.
- Supplier active in ERP · pending
- First purchase order issued to the supplier · pending
KPI to measure separately: Onboarding cycle time (days). ~10 days faster activation (modeled).
Practical Rollout
Start With One Workflow. Prove the Value. Expand Deliberately.
Scope and readiness are agreed for your environment—not promised against an unsupported deployment timeline.
01Select
Customer Provides
One recurring challenge, its owner and representative examples.
Fynite Helps Configure
A bounded assist/execution workflow and the decisions it should support.
Completion Gate
Owner, problem and success criteria agreed.
02Connect
Customer Provides
System inventory, interface owners, data-access and authentication prerequisites.
Fynite Helps Configure
Validated sources, permissions and separately scoped read/write actions.
Completion Gate
Required interfaces and access approved and tested.
03Configure
Customer Provides
Business rules, allowed actions, approval thresholds and verification criteria.
Fynite Helps Configure
Assistive behavior, deterministic steps, human checkpoints and escalation routes.
Completion Gate
Workflow boundaries and accountable reviewers signed off.
04Validate
Customer Provides
Representative normal cases, exceptions and failure/review examples.
Fynite Helps Configure
Tests for evidence quality, policy, rejected actions, retries and outcome checks.
Completion Gate
Acceptance criteria met; unresolved gaps have owners.
05Deploy and Measure
Customer Provides
Production-readiness review, baseline metrics and observation period.
Fynite Helps Configure
Agreed deployment approach, monitoring and comparable outcome measurement.
Completion Gate
Readiness approved; measured results reviewed against the original baseline.
Scope and availability require review. This example does not establish supported connectors, autonomous actions, timelines or guaranteed outcomes.