What AI can do inside your CRM
The most valuable CRM AI work is quiet: summarizing a long email thread into the contact record, drafting follow-ups, cleaning and enriching fields, and flagging deals that have gone quiet. It keeps the CRM honest so your reports and forecasts mean something.
We integrate through your CRM's official API, so records update in the system your team already lives in — no separate tool to check.
- Summarize email and call threads into the contact or deal record
- Draft follow-up emails from the latest activity
- Enrich records from public sources and normalize messy fields
- Auto-tag or route leads based on their content
- Flag stale or at-risk deals for a human to review
Keeping your CRM data trustworthy
Automation that writes wrong data quietly is dangerous. We keep a human in the loop where it matters — proposing updates for review rather than silently overwriting, and logging what changed and why.
We also respect your CRM's permissions and your customers' data. AI-generated summaries live in the record with their source, so a rep can always see where a note came from.
- Propose-and-approve mode for sensitive field updates
- Change logs so every AI edit is traceable
- Respects existing CRM roles and permissions
- Doesn't overwrite human-entered notes without review
- Works with HubSpot and Salesforce APIs
More on ai integrations
Frequently asked questions
Does this work with HubSpot and Salesforce?
Yes. We integrate through their official APIs so updates land in the CRM your team already uses. If you're on a different platform, tell us in the consultation and we'll confirm what its API supports.
What if the AI writes something wrong into a record?
We guard against that. Sensitive updates run in a propose-and-approve mode, human-entered notes aren't overwritten without review, and every AI change is logged so you can trace and reverse it.
Will this replace our sales team's judgment?
No — it removes the busywork so they spend more time selling. AI drafts and summarizes; people decide. We deliberately keep humans in control of anything consequential.