Your integrations engineer has four questions.
Ragent already answered them.
Drop in the change request, the warehouse manager's email, or the vendor's half-finished scope. Ragent catches the edge cases your team would have shipped without noticing, asks the questions the agency was about to ask, and structures a sprint-ready backlog you can push straight to Jira. Stop the rework.
Built for Heads of Internal Systems and IT at logistics companies who are done being the translation bottleneck between the business and the build.
The business moves. Your builders need specs that don't.
Operations wants a new workflow in the WMS. Finance wants the NetSuite integration fixed before month-end close. The warehouse team wants a scanning rule that probably breaks three others. You coordinate a small internal team, an offshore agency, and a vendor who bills by the ticket. Every vague request becomes your problem:
Spec it wrong and the rework eats next sprint, plus the budget.
Miss an edge case and the warehouse prints the wrong labels for a week.
Write it loose for the agency and you'll get exactly what you described, not what you meant.
Ragent turns business language into builder language. Without misreads.
The four questions you were about to get asked anyway.
You sent the ticket. The agency opened it. Now they're drafting the clarification email that will land in your inbox at 11pm their time. Ragent runs the interrogation before any of that starts. It walks through the edge cases a seasoned integrations engineer would flag, pulls the answers from your input and your documented playbook, and surfaces only what genuinely needs your call.
THE QUESTION
"What happens if the order is already split across two warehouses when the status update fires?"
THE CATCH
Caught. Ragent flags the missing logic in the chat. You clarify it once, and it writes the multi-warehouse branch into the acceptance criteria.
THE QUESTION
"Which fields from the WMS are we pushing to NetSuite, and what's the mapping for the edge SKUs?"
THE CATCH
Caught. Ragent prompts you for the required mapping rules before generating the tickets. No back-and-forth emails with the agency later.
THE QUESTION
"What's the rollback if the new scanning rule rejects a valid barcode?"
THE CATCH
Caught. Ragent ensures a rollback and manual fallback are defined and added to the Epic before the work starts.
THE QUESTION
"Who gets notified if the integration fails at 3am?"
THE CATCH
Caught. Ragent asks for the escalation path and includes it in the story.
This is the Interrogation Engine. It's why your next build ships without a rework cycle.
From business ask to shippable backlog, without a BA.
You don't need to hire a Business Analyst. You don't need to run another requirements workshop. You need the translation to stop eating your senior people's time.
Drop it in.
Change requests, vendor emails, warehouse manager voice notes, the spec the operations director sketched in a meeting. Any format.
Let it interrogate.
Ragent reads your input and flags the edge cases your team would've hit in production, asking you for the missing details in a clean chat interface.
Approve and push.
Full Epic, Stories, acceptance criteria, rollback plan. One click into Jira. Your agency starts on the right thing.
No copy-pasting allowed. No rework cycle.
The Reality
What a clean integration looks like.
An IT Director at a 300-person logistics firm was asked to connect a new 3PL's API to their WMS before peak season. Old playbook: two weeks of spec writing with the agency, three rounds of clarification, one missed go-live date. New playbook with Ragent:
22 minutes to turn the operations brief and the 3PL's API docs into a scoped Epic.
Zero clarification cycles with the agency.
Shipped eight days ahead of peak.
The operations director asked why this one felt different. He said the spec.
Yes, but.
"Our stack is too bespoke for AI to understand."
Ragent doesn't guess at your stack. It learns from the context you provide it, so the backlog respects the integrations and architecture you've already built. If it doesn't know, it asks. Once.
"My agency bills by the hour. Won't they resist cleaner specs?"
The good ones will thank you. The ones who rely on vague specs to pad hours are the ones you want to find out about.
"We're running multiple systems, not just Jira."
Upload emails, transcripts, or docs directly into the chat. It pushes to Jira because that's where your builders execute. Source and destination are decoupled.
Send us the worst ticket on your desk right now.
The vague change request. The vendor's half-drafted scope. The warehouse manager's voice note you haven't transcribed. Ragent will turn it into a sprint-ready backlog and show you the edge cases it caught. Free. No credit card. No spec-writing.
Start the interrogation