Claude doesn't get raw database access — it calls structured tools, the same ones you'd call programmatically. Here is the mapping between a plain-language question and the calls behind it.
You ask
“Summarize my unread chats from today and flag anything that looks like a complaint.”
Tools called
entergram_list_accountsentergram_list_live_chatsentergram_list_messages
You get
Claude resolves your account, pulls the live view with unread counts, reads recent history per thread, then reasons over the text to classify tone. Forty unread threads collapse into a one-page briefing with complaints called out.
You ask
“Which VIP contacts haven't had a reply from us in 24 hours?”
Tools called
entergram_list_custom_columnsentergram_list_contactsentergram_list_messages
You get
It reads your CRM schema first to find the VIP column, filters contacts by that option value, then checks whether the last message in each thread was inbound or outbound. You get a list with wait times — and can follow up with “draft a check-in for each”.
You ask
“Open a high-priority billing ticket for the chat with Lena and assign it to support.”
Tools called
entergram_list_chatsentergram_create_ticketentergram_list_ticket_custom_columns
You get
Claude finds the chat, reads the ticket schema to map “high priority” and “billing” onto your real option values, and creates the ticket linked back to the conversation. It appears in your queue immediately, without you leaving the chat.
You ask
“Tag every chat from the last 7 days that mentions a refund as urgent.”
Tools called
entergram_list_messagesentergram_get_chat_custom_fieldsentergram_patch_chat_custom_fields
You get
A bulk operation that would be an afternoon of manual filtering. Claude scans message content, builds the match list, and patches the custom field on each chat — then reports exactly which chats it touched so you can spot-check.
You ask
“What was our average first-response time this week, by team member?”
Tools called
entergram_list_workspace_chatsentergram_list_messagesentergram_list_members
You get
Ad-hoc analytics you never had to pre-configure. Claude identifies the first inbound message and first outbound reply per thread, computes the delta, and aggregates by sender — then will happily compare it to last week if you ask.
You ask
“Leave an internal note on the Acme thread explaining where we left off.”
Tools called
entergram_list_chatsentergram_create_chat_comment
You get
The note is visible to your team inside Entergram and never to the customer. This is how you hand a thread from Claude back to a human — the reasoning stays attached to the conversation.