CRM & AI
Ask a customer question, then check the records behind it.
Use authorized CRM tools to find contacts, inspect deals and identify customers without a recently logged interaction. Review proposed changes before applying them.
Review these customer records and their latest logged interactions.
You decide whether to change a record or contact a customer.
Start with a business question rather than a filter puzzle
A manager may want to know which customers have not been contacted recently or who is responsible for a particular company. Those questions cross names, ownership and recorded activity. Tsumira AI has defined CRM read tools that can search and inspect the information the current person is allowed to use. The answer should lead back to identifiable customer records, where the team can verify the context.
Search through the CRM’s actual fields
Contact search supports a query together with constraints such as company, role, owner and creation-date range. Company and deal tools provide their own supported views of business information. Ask a specific question with a customer name, time range or responsible person when useful. Clear criteria help the assistant use the available tools accurately; a natural-language request does not mean the system has information that was never recorded.
- Customer and company search
- Owner and date constraints
- Record-specific read tools
Interpret inactivity from recorded activity
A CRM tool can list contacts without a logged interaction during a defined number of days. That is a useful prompt for a team review, but it describes the data in the CRM. A conversation held outside the recorded workflow may not be reflected. Read the customer history before drafting a follow-up and ask colleagues if information is missing. Use the result as a review queue rather than a claim about the customer’s intentions.
- Defined inactivity window
- Last recorded activity context
- Human interpretation of missing information
Turn answers into reviewable next steps
CRM write tools can propose new contacts, field changes and other supported actions under the relevant permissions. Drafting and execution are separate decisions. Review the proposed customer, field values, message and recipient before applying a change or sending communication. AI does not obtain broader record access by being asked a question. The user’s permissions remain the boundary for both the answer and any proposed action.
- Permission-scoped tools
- Review before CRM changes
- Human decision before external communication
You decide whether to change a record or contact a customer.
A concrete workflow
State the question clearly
Name the customer group, owner or date window you need instead of asking for an undefined general sales opinion.
Inspect the returned records
Check the relevant contact, company or opportunity and the activity on which the answer is based.
Request a specific draft
Ask for a follow-up note or proposed record update using the verified context.
Review and decide
Check the proposed data and, for external communication, the recipient and wording before approving execution.
An illustrative working example
Illustrative workflow: prepare a customer review
A team lead asks which visible contacts have no recorded interaction in the last month. The assistant uses the supported inactivity query and returns the relevant customer context. The lead checks the history and notices that one account has an unlogged call known to a colleague. For another account, they request a follow-up draft. The team reviews its content and recipient before deciding whether to send it.
Questions about this topic
Does AI have access to customers I cannot read?
No. The CRM tools operate under the caller’s permissions and record-access rules. Asking the assistant does not grant additional access.
Does no logged activity mean the customer has gone silent?
Not necessarily. It means the CRM lacks a logged interaction in the selected interval. Check the record and the team’s knowledge before interpreting the result.
Will AI send a follow-up immediately?
External communication requires the relevant reviewed action and human decision. A prepared draft is not the same as a sent message.
Can AI answer from information that was never entered?
Do not assume that. The useful basis is accessible CRM data and recorded context. Check important conclusions against the source record.
Explore connections around this workflow.
Ideas for intended connections. Check the actual availability, permissions and supported data for each app before using a scenario.
Notion
Workflow concept: Compare accessible account notes when preparing a checked customer answer.
Google Drive
Workflow concept: Identify the permitted customer document needed to answer a specific question.
Slack
Workflow concept: Review the relevant discussion before accepting an AI-written account summary.