AI Operations Agent
The Monday report writes itself
- 3output fields
- A structured result, not a paragraph you have to re-read
- ≤7steps per run
- Bounded work: at most 6 tool calls, enforced by the runtime
Read-only by design. This agent has no path to sending, spending, publishing or committing anything. Where that limit is the product, removing it would remove the reason to trust the output.
Overview
Built for scheduled workflows: it pulls data from the endpoints you configure, compares against the previous period, and writes the summary a team actually reads — what changed, what it probably means, and what needs attention.
It names anomalies rather than burying them, and says when a change is within normal variation.
Benefits
Weekly
Reporting without the meeting
The summary arrives written.
Nothing quietly drifts
Anomalies are named every cycle.
Compares against last cycle, every cycle
The report is written against the previous period rather than in isolation, so a number that moved is visible without anyone remembering what it was.
What it does
Schedule-native
Designed to run inside a scheduled workflow.
Period comparison
Always reports against the previous period.
Anomaly flagging
Separates real movement from noise.
Delivered where you work
Emails or webhooks the summary out.
What this changes
What this changes about your week
- It takes over
- Watching the routine work and noticing what has stalled.
- Done today by
- Nobody, until something breaks.
- How often
- Daily.
- Typical manual effort
- Checking every running process is an hour a day of nothing happening.
Why Operations in particular. Operational failures are cheap to catch and expensive to discover. This is the check nobody has time to keep doing.
Runs unattended
Started by you or by an event, and it finishes on its own. Nothing waits for someone to be at a desk.
The same standard every time
The two-hundredth item is held to the bar the first one was. Consistency is the part people cannot sustain.
It cannot act on its own
AI Operations Agent has no path to sending, spending or committing. That limit is why its output is safe to act on.
How it runs
This agent runs server-side through the PROMIVO runtime. Each run is logged step by step and every tool call is permission-checked before it executes.
- 1InputValidated against the agent input schema
- 2Modelclaude-sonnet-5 with automatic fallback
- 3Toolshttp_request, summarize_text, send_email, call_webhook
- 4PermissionsRuns READ actions automatically; anything higher waits for approval
- 5OutputStructured result matching the output schema
- 6LoggingTokens, duration and every step recorded
Demo
Demo dataIllustrative sample output.
Input
{
"period": "2026-W34",
"current": {
"orders": 1840
},
"previous": {
"orders": 1920
}
}Output
{
"changes": [
{
"delta": "-4.2%",
"metric": "orders",
"assessment": "within normal variation"
}
],
"summary": "Orders down 4.2% week on week, within normal variation for late August.",
"needsAttention": []
}Requirements
Integrations
- http
- webhooks
Before you start
- HTTP / REST endpoints for the workflow to fetch your data from
- Connect Email to receive the summary, and Webhooks to push it onward
- Requires the All-Access plan or higher
Use cases
Weekly ops report
Monday morning summary to the team channel.
SLA monitoring
Flag breaches and near-misses.
Pricing
All-Access
Billed monthly through your PROMIVO subscription. Cancel at any time.
Runs consume your plan allowance for agent executions and tokens. See plan limits
FAQ
How does it get my data?
Through workflow HTTP nodes that call your endpoints. Credentials live in the workflow configuration, encrypted at rest, and never reach the model.
What happens when an endpoint is down?
The run records the failure and the report says which figure is missing, rather than carrying last cycle's number forward as though it were current.
Who pays for the AI usage?
You do, on your own provider key. This one runs on a schedule, so it is the agent most worth setting a spend limit for at your provider before you leave it running.
Reviews
Reviews open once customers have run this agent.
Need this agent to work differently?
Tell us what to change and our team will scope a customised version for your business.
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