CMDI is built around a continuous case record. The goal is not to automate judgment away; it is to automate routine processing, surface exceptions, and keep the source evidence attached to the action a user is being asked to approve.
Workflow question
Template-first workflow
CMDI dispute-intelligence workflow
Where does a dispute begin?
Select a letter or reason code.
Begin with the client's imported report, normalized account facts, and source-backed findings.
How are later rounds handled?
Reuse, edit, or manually rewrite a prior letter.
Keep the prior dispute, response, unresolved issues, and connected parties tied to that account.
What happens when a response arrives?
A staff member reads it, interprets it, and manually decides what to create next.
CMDI can parse the response, connect it to the account and prior round, identify response gaps, and prepare an account-specific next-step review.
How is AI used?
Often as generic text generation or a chatbot.
AI is combined with case data, source observations, response history, workflow state, and human approval gates.
What does the owner see?
CRM records and task queues.
Case work plus agency intelligence, client readiness, response exceptions, workflow integrity, and Credit Deputy operational assistance on eligible plans.