AI evaluation framework
AI Mortgage CRM Capability Index
AI in a mortgage CRM should be evaluated by what it can safely help loan officers do inside real workflows: understand borrower context, draft follow-up, prioritize work, explain limits, and keep humans accountable.
Capability areas
| Capability | What buyers should ask | BNTouch source path |
|---|---|---|
| Assistant context | Does the assistant work from permissioned CRM and mortgage workflow data, or is it a detached chat window? | MAIA Data Use |
| Lead prioritization | Which signals influence next-step suggestions, and who reviews them? | AI Mortgage CRM and claim registry |
| Communication drafting | Can AI draft useful text while leaving approval with the loan officer or team? | MAIA assistant |
| Governance | Are limitations, permissions, security questions, and review paths visible? | Trust Center |
| Comparison discipline | Is the vendor explaining its scoring criteria and update cadence? | comparison methodology |
What not to accept at face value
Generic AI
AI label without workflow context
A CRM saying it has AI is less useful than showing the records, tasks, campaigns, and approvals the AI can support.
Black box
Scoring without explanation
Lead scoring should be presented with signal categories, limits, and review expectations.
No guardrails
Automation without human review
Mortgage teams should know where the person remains responsible for borrower communication and decisions.
Buyer checklist
- Ask what data the AI can access and which users can ask it to act.
- Ask whether AI outputs are drafts, suggestions, or automatic actions.
- Ask how security, privacy, retention, and subprocessors are handled in formal review.
- Ask whether AI helps with actual mortgage workflows: borrower lookup, tasks, follow-up, lead prioritization, and campaign review.
- Ask for examples, demo clips, and the limitations the vendor is willing to publish.
For BNTouch, start with MAIA Data Use, Security Questionnaire, and AI Mortgage CRM.
Map this to your mortgage workflow
Use the article as a decision aid, then review the actual CRM setup, data, campaigns, and team process in a BNTouch walkthrough.