Discovery and security
Confirm the workflow, systems of record, data boundary, users, reviewer authority, and required vendor controls.
CONTROLLED ENTERPRISE PILOT
Prove one measurable workflow before expanding.
A CONHUBAI pilot is paid, professionally scoped, and limited to named users, approved project information, agreed security boundaries, and measurable operational outcomes.
Scope, onboard, measure, decide.
Configuration and onboarding
Set the approved workflow, sample records, roles, terminology, sources, and human review path.
Controlled operating period
Run the workflow with named users while tracking quality, preparation time, review cycles, and exceptions.
Measured decision
Compare results against the baseline and agree whether to stop, adjust, renew, or add another project.
Agree on the result before work begins.
Every estimate and target is documented as an estimate—not a guaranteed saving.
Baseline versus pilot time to create a review-ready record.
How often a reviewer must return the draft for basic facts or references.
Number of revision loops before approved transmittal.
Presence of the governing revision, location, attachment, owner, and date.
Named users completing the agreed workflow under the operating rules.
Security, support, integration, governance, and change-management requirements for another project.
Tell us what must work—and what must be protected.
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