Efficient when the process and all required conditions are known.
POLOXI ENTERPRISE WORKFLOW INTELLIGENCE
Determine what should happen next—and whether the workflow still makes sense.
Nearly every enterprise workflow eventually becomes a reasoning problem: what is the current state, what should the state be, what evidence is missing, which dependencies remain unresolved, and what is the safest next action?
POLOXI continuously evaluates enterprise workflows to detect when a process no longer makes sense, uncover missing dependencies, and recommend or execute the safest evidence-supported action.
Next-best actionReadinessExceptionsDependenciesGoverned execution
12Core capabilities
360°Process context
HITLGoverned action
01Horizontal layer
From deterministic routing to evidence-supported workflow reasoning.
Flexible, but action may not be sufficiently constrained or evidenced.
Produces an explainable next action while preserving governance.
Every transition is tested before the process advances.
EVENT / RECORD / REQUEST
↓
Current workflow state
↓
Generate possible next actions
↓
Check rules + dependencies
↓
Gather missing evidence
↓
Score candidate actions
↓
Detect exceptions / risks
↓
Converge
↓
Recommended next step
↓
Human approval or authorized executionWORKFLOW READINESS
Do not confuse a completed status with a ready process.
An insurance submission has documents uploaded and a quote requested. The workflow engine marks it Ready for Market, but POLOXI checks whether the business conditions support that transition.
Submission created → Documents uploaded → Quote requested System state: READY FOR MARKET POLOXI evidence review: • Loss runs are stale • Vehicle schedule conflicts with application • Carrier supplemental form is missing • Producer approval is absent
READINESS DECISIONDo not advance to market
Reconcile the vehicle schedule, obtain current loss runs, complete the carrier supplement, and secure producer approval first.
This is workflow reasoning, not simply workflow automation.
UNRESOLVED OBLIGATIONS
Detect when workflow status and business reality disagree.
Requested coverage change
↓
Carrier contacted
↓
Task closed
POLOXI asks whether evidence proves the requested change became effective. No endorsement, binder, carrier confirmation, or policy update is found.
WORKFLOW EXCEPTIONTask closed; business obligation unresolved
Risk: Possible E&O exposure.
Recommended action: Reopen, assign an owner, and escalate for immediate review.
NEXT-BEST ACTION
Compare viable actions instead of blindly following one route.
Current state: Customer request pending
Candidate actions:
H1 → Advance to fulfillment
H2 → Request missing information
H3 → Route for specialist review
H4 → Escalate due to deadline risk
H5 → Stop because a constraint is violated
Evaluate:
Evidence completeness · Dependencies · Authority
SLA · Risk · Cost · Reversibility · Business impact
↓
Explainable next-best action
Candidate actions remain visible, including why alternatives were eliminated and what evidence could change the decision.
STALL & DEADLINE INTELLIGENCE
Find workflows that are technically open but operationally abandoned.
No activity within expected intervalDependency owner has not respondedDownstream SLA is approachingTask repeatedly reassignedRequired evidence remains unavailableStatus unchanged despite new events
Workflow aging + Dependency aging + SLA trajectory
+ Owner availability + Business impact
↓
Stall probability and deadline exposure
↓
Nudge · Reassign · Escalate · Generate task · ReplanPROCESS INTEGRITY
Detect invalid or unsafe sequences.
A process may reach an apparently valid state while bypassing a required approval, verification, or control.
Observed sequence: Contract review → Execution Required sequence: Contract review → Exception identified → Legal approval → Business approval → Execution Missing transition: Legal exception approval
SEQUENCE CONTROLExecution should be paused
The current state is reachable technically, but the transition is not valid under the governing approval policy.
DYNAMIC ORCHESTRATION
Generate work from evidence gaps, not static templates alone.
When POLOXI discovers missing evidence or an unresolved dependency, it can recommend or generate the precise task required to advance safely.
The same workflow reasoning pattern transfers across enterprise systems.
Coverage change closed without proof
No endorsement, binder, or policy update confirms effectiveness.
Reopen and escalateClaim denied before evidence retrieval
Required eligibility evidence was never gathered.
Pause denial and investigateAlert closed despite compromise evidence
Related identity and endpoint signals remain unresolved.
Reopen incident and containContract executed without exception approval
A required legal review transition was bypassed.
Pause and route for approvalCAPA closed despite recurrence
Post-correction evidence indicates the defect persists.
Reopen effectiveness reviewPayment advanced with unresolved mismatch
Vendor banking details changed without independent verification.
Hold payment and verifyOne horizontal layer. Twelve workflow-intelligence functions.
Reason above existing BPM, ERP, CRM, AMS, claims, legal, and security systems.
Existing enterprise systems
BPM · ERP · CRM · AMS · Claims · Legal · SIEM · Operations
↓
Governed workflow evidence layer
Events · Records · Rules · Tasks · Approvals · SLAs · Audit trails
↓
POLOXI WORKFLOW INTELLIGENCE
State · Candidates · Evidence · Constraints · Dependencies · Risk
↓
Convergence
↓
Recommend · Request evidence · Generate task
Escalate · Pause · Advance · Execute when authorized
Every industry has workflows, even when it does not need the same domain-specific AI. That makes Workflow Intelligence one of POLOXI's strongest horizontal commercial capabilities.