Solution
Automated reporting and data automation for operations teams
Automated reporting uses AI agents and data automation to pull figures from your systems, reconcile them, and produce the regular reports your teams rebuild by hand each week or month, with a plain-English summary of what changed. It also covers the data entry and clean-up behind those reports, so the numbers are consistent and ready when people need them.
Vermilion Intelligence is an AI and automation consultancy helping mid-to-large organisations in Australia and New Zealand put AI agents to work on repetitive tasks.
Reporting and data work we automate
If someone in your team spends the start of each week or month exporting spreadsheets, pasting figures, fixing formats and writing the same commentary, that work can be automated, so skilled people can spend more of their time acting on the numbers instead of assembling them.
Agents can also spot what a person might miss at the end of a long report run: a missing feed, a figure that doesn't reconcile, an unusual movement.
Regular management reports
Weekly and monthly reports assembled from your systems in your existing format.
Data consolidation
Combining figures from finance, CRM, operations and spreadsheets into one consistent view.
Reconciliation and checks
Comparing sources, flagging mismatches and highlighting missing data before reports go out.
Commentary drafts
A plain-English summary of what changed and why it might matter, for a person to review.
Data entry and clean-up
Keying, standardising and de-duplicating the records reports depend on.
Scheduled distribution
Sending the right report to the right people, on time.
Alerts
Notifying owners when a figure moves outside the range you set.
How it works
How it works
Step 1: Map your reports
We list the reports, their sources, their audiences and the manual steps behind each.
Step 2: Fix the data flow
We connect the sources and standardise definitions so figures agree.
Step 3: Automate and explain
Agents assemble reports and draft commentary; a person reviews before distribution.
Step 4: Monitor
Checks run on every report, and failures are flagged rather than hidden.
FAQ
Frequently asked questions
How do we automate business reporting?
Start by listing the reports you produce, where each figure comes from and the manual steps involved. Then connect the source systems, agree consistent definitions, and automate the assembly and checks. AI agents can add a drafted commentary on what changed. A person still reviews the first runs and any report with flagged issues.
Can AI write the commentary in our reports?
Yes, as a draft. An agent can describe what moved, by how much and which areas drove the change, in plain English. It can't know the context your managers know, such as a delayed shipment or a one-off deal, so commentary should be reviewed and added to by the report owner before it's shared.
What if our data is messy?
Messy data is normal. Part of the work is standardising definitions, cleaning up duplicates and fixing the inconsistencies that make reports hard to trust. Agents can help with that clean-up and keep data tidy afterwards. The readiness assessment tells you how much preparation is needed before reporting can be fully automated.
Related services and solutions
AI systems integration
Connecting AI agents to your CRM, ERP, finance, email and document systems through secure, scoped access.
Administration
Back-office automation for documents, invoices, data entry and shared inboxes, with people checking the exceptions.
Workflow automation
Processes that move on their own across email, forms and systems, with AI agents handling the steps that need judgement.
Logistics and supply chain
Transport, freight and warehousing: bookings, proof of delivery, track-and-trace, invoice audits and reports.
Tell us about the repetitive work you'd like to hand over
Send us a short description of the tasks, the team and the systems involved. We'll reply with an honest view of whether AI agents are a good fit, and what an assessment would look at.
Or email raj@vermiliong.com.au