What an internal agent can do.
Not fixed modules you book. These are the capabilities we most often most often turn out to be worth it in the audit. Every company is different — but these tasks come up almost everywhere.
Find knowledge and make it accessible
Almost every company has the same problem: knowledge exists, but it's hard to find. It sits in contracts, old emails, manuals, notes, and the heads of long-tenured staff. Whoever needs something searches — and often doesn't find it, or only after a long search.
An agent can open up these sources. It searches the documents you've approved and finds the relevant passages — inventing nothing, showing where the information sits with source references.
From: — · Received 09:12 · Email
Question from the team:
"Pull the relevant clauses and steps for disputed-invoice case #4812 — I need to respond to the customer by EOD."
Agent answer:
- ✓ Complaints are recorded in accounting (source: process manual, p. 12)
- ✓ For discrepancies > €500, management approval is required (source: internal guideline, 01.03.)
- ✓ Standard follow-up to customer: invoice number, order date, exact discrepancy
- ✓ Escalation for legal concerns to legal department
Important: The agent gives no legal advice. It shows what's in your documents — the assessment is up to the team.
Sort and structure requests
Requests come in daily: by email, via forms, typed up from phone calls. Most land unstructured in the inbox. Someone has to read them, decide what's urgent, what's missing, who's responsible — and start over every time.
An agent takes over this prep work. It reads every incoming message, categorizes it, recognizes urgency, and identifies missing information. Before a person deals with it, there's already structure in place.
Incoming message:
From: — · Received 09:12 · Email
"Hello — I ordered two weeks ago but haven't received anything yet. I need the product by Friday."
Agent analysis:
- ✓ Category: order follow-up — shipment issue
- ✓ Urgency: high — explicit delivery deadline (Friday)
- ✓ Action: check warehouse stock, compute pickup-by-4pm to make Friday's truck
- ✓ Routing: jump to top of warehouse queue, flag for packing ASAP
- ✓ Notification: human — needs to confirm packing today or escalate to customer
Prepare answers and handoffs
Many answers are similar. When a team member phrases the same follow-up for the tenth time, it costs time — not because the answer is hard, but because it's written anew every time.
An agent prepares drafts based on your guidelines. The team gets a draft to review, edit if needed, and send — not a finished text. The agent does the prep; the person decides.
Incoming message:
From: — · Received 09:12 · Email
"What's the status of my order #4812? It's been a week and I haven't heard anything."
Dear [Name], Thanks for reaching out about order #[Order #]. Here is the current status: - Current status: [shipped / in packing / awaiting carrier] - Tracking: [tracking link if available] - Expected delivery: [date if known] If anything has changed since you placed the order, just reply to this email and we'll take it from there. Best regards, [Team / Name]
Status: Draft — for team review. Fill in the current status, attach tracking if available, and send.
In this example: the tenth same answer wrote itself — a person approved it.Recognize sensitive topics and escalate them
Not every request is the same. Some need special attention: legal topics, complaints, conflicts, urgent cases. An agent recognizes these, flags them, and routes them to the right person.
What it doesn't do: answer them. For sensitive topics there's no automation. The agent prepares, flags, and forwards — nothing more.
Incoming message:
From: — · Received 09:12 · Email
"I'm not satisfied with the delivered service and demand a refund. If I don't hear from you by next week, I'll get my lawyer involved."
Agent recognition:
- ✓ Category: Complaint / refund demand
- ✓ Urgency: high — lawyer threat detected
- ✓ Risk: legally sensitive — NO automatic response
- ✓ Recommendation: Immediate routing to management / legal
- ✓ Draft: neutral acknowledgment (no substantive statement)
Document everything traceably
When an agent takes on work, it must be clear what it did. Not a matter of trust, but necessity: if something goes wrong, you need to reconstruct what happened.
Every agent step is logged: what it read, recognized, drafted, and forwarded. The log is searchable and usable for internal quality assurance.
Excerpt from the agent log — fictional data.
What gets documented
- ✓ Incoming message (original)
- ✓ Recognized category and urgency
- ✓ Identified missing information
- ✓ Created drafts and proposals
- ✓ Flags (sensitive, escalated, approved)
- ✓ Forwards and responsibilities
- ✓ Timestamps for every step
Which of these tasks come up daily for you?
That's exactly what we clarify in the Free AI Review. Not "what's possible," but "what helps you concretely."