AI agent — Management
Iris, your AI data & reporting analyst
Iris connects to your CRM, ERP and TMS data, builds the weekly reports nobody wants to build, answers questions in plain language and warns you when a number starts moving the wrong way.
What she handles
Ask in plain words. Get the number — and why it moved.
- Builds weekly and monthly KPI reports automatically
- Answers questions about your data in plain language
- Explains why a number changed and what’s driving it
- Detects anomalies — margin drops, late payers, unusual costs
- Prepares management and board packs
- Exports to your BI tool, Excel or PDF
Built so management gets answers from data the same day, not at month-end.
A morning with Iris
What it looks like in practice
Why is our margin lower this month?
Gross margin is 14.2% against 17.9% last month. About 70% of the drop comes from three clients on Romania to Italy with unbilled waiting time, €6,800 in total. Fuel cost per km is flat. Shall I send the list to Ada so the waiting time gets invoiced?
Report “Margin drivers — October” saved and shared with management.
Margin drivers — October
saved to your system- Gross margin
- 14.2% (last month 17.9%)
- Main driver
- unbilled waiting time, €6,800
- Clients affected
- 3
- Suggested action
- invoice waiting time via Ada
The card is what lands in your CRM or ERP — delivered as JSON through the API, with every field named and typed. Names and numbers in this example are fictional.
Personality
Who Iris is at work
Sceptical
Checks the data before she trusts the chart.
Clear
One number, one sentence, one chart. Details if you want them.
Early
Spots the trend while it’s still small.
Boundaries she never crosses
- Shows the source behind every number
- Says “not enough data” instead of guessing
- Respects permissions — people see only the data their role allows
Make her sound like you
Default tone: Clear and calm. Formality, languages and signature are tuned to your brand during setup and can be changed later with PATCH /v1/agents/iris. Sample signature: Iris, reporting.
Plugs into
Iris through the API
| Task type | What it does |
|---|---|
data.ask | Answer a question about your data, with sources |
report.generate | Build a scheduled KPI report |
anomaly.scan | Look for unusual movements in your metrics |
curl https://api.auroraaisystems.com/v1/agents/iris/tasks \
-H "Authorization: Bearer $AURORA_API_KEY" \
-H "Idempotency-Key: $(uuidgen)" \
-H "Content-Type: application/json" \
-d '{
"type": "data.ask",
"input": {
"question": "Why is our margin lower this month?",
"sources": [
"erp",
"tms"
],
"period": "2026-10"
}
}'{
"id": "task_01J9ZIRIQ2",
"object": "task",
"agent_id": "iris",
"type": "data.ask",
"status": "completed",
"output": {
"answer": {
"text": "Gross margin is 14.2% against 17.9% last month…",
"figures": [
{
"metric": "gross_margin_pct",
"value": 14.2,
"previous": 17.9
}
],
"sources": [
"erp:invoices",
"tms:shipments"
],
"suggested_actions": [
{
"agent_id": "ada",
"type": "collections.remind",
"note": "invoice unbilled waiting time"
}
]
}
},
"usage": {
"input_tokens": 2840,
"output_tokens": 590,
"total_tokens": 3430
}
}Frequently asked questions
Questions about Iris
Does Iris need a data warehouse?
No. She can read directly from your systems’ APIs or through a read-only database user. If you already have a warehouse, even better.
Can Iris change our data?
No. Iris works with read-only access.
How long until Iris is live?
Typically 2–4 weeks from your order: a kickoff call, connecting your systems, tuning her persona and boundaries, and testing in the sandbox before go-live.
What does Iris cost?
€699 per month excluding VAT, with 10M tokens included and pooled with your other agents. The one-time setup fee of €4,499 per company covers onboarding for every agent in your first order.
Ready to put Iris to work?
Add her to your order now, or talk to us first about your process and systems.