Intake preparation
Convert approved incoming work into a trusted job record instead of manually reading, sorting, and preparing each assignment.
MARPBOUNDMap your workflow Pilot Company · validation program
A 27-stage workflow. One controlled path from request to proof.
The Pilot Company scenario coordinates email, line-of-business systems, CRM, files, geospatial review, and design preparation while preserving human authority.
27ordered workflow stages
7+operational surfaces coordinated
45 to 75 minmodeled current hands-on rangeMODELED TARGET · VALIDATION REQUIRED
15 to 30 minMARPBOUND supervised targetMODELED TARGET · VALIDATION REQUIRED
25 to 50 mintarget savings per work orderMODELED TARGET · VALIDATION REQUIRED
45 to 70%target hands-on reductionMODELED TARGET · VALIDATION REQUIRED
The operational problem
The workflow exists, but its facts, decisions, and evidence are scattered.
Work crosses multiple applications and human handoffs. The same information can be re-entered, exceptions can surface late, and completion proof can remain disconnected from the original request.
- RequestApproved work enters from the operating environment.
- Trusted recordIdentifiers and source facts are reconciled.
- Company logicRules, sequence, and exceptions shape the plan.
- Supervised executionConsequential actions wait for approval.
- Verified completionReadback and evidence close the loop.
Workflow findings
Where hands-on time is being taken out.
The workflow review identifies five recurring categories of operator touch time. MARPBOUND targets repetitive preparation and coordination while preserving judgment and approval.
Repeated data entry
Reuse validated facts through approved actions instead of retyping them at each system surface.
Cross-system lookup
Bring facts, documents, system state, and next actions into one operator context.
Handoff management
Use ordered stages and readiness checks to clarify ownership, missing inputs, and the next required action.
Completion proof
Use readback and bound evidence instead of manually reconstructing whether the work finished correctly.
PRIMARY PILOT MEASUREHands-on minutes saved per work order
current hands-on baseline minus supervised hands-on timeThe 45 to 75 minute baseline and 15 to 30 minute target are planning estimates, not measured customer outcomes. Timing will begin with operator intake and end with verified completion. External waiting time will be reported separately.
Pilot measurement framework
Targets first. Verified outcomes after measurement.
The pilot will capture a current-state baseline, compare matched supervised runs, and publish only reviewed results. No savings percentage is presented as achieved today.
Cycle time
Measure total request-to-proof duration separately from operator touch time.
Manual entry
Count repeated entries removed across approved systems.
Exception rate
Track conflicts surfaced before consequential execution.
Evidence coverage
Confirm completed stages have bound readback evidence.
Expansion model
First workflowAdjacent workflowsDepartment layerEnterprise infrastructure