Hackathon build · simulated platformOperations agents

Product BreakEven

An agent that watches the numbers for you.

BreakEven was built for the Agentic Cinema hackathon. It watches ad delivery through Grafana, prices the revenue at risk, uses Gemini to name the broken creative, blocks just that one with a change it can undo, then re-checks the same metric and closes its own incident. If it cannot name a safe fix, it hands off to a person.

Watchesad delivery on 8 simulated channels
Fixesone reversible change at a time
Built withGoogle ADK, Gemini, Grafana, Cloud Run

01 Walkthrough videos

02 The real screens

Straight from the demo run.

Unedited screenshots of our own build on sample data. Select one to see it full size.

03 What it does

What BreakEven does.

An autonomous agent that watches a streaming channel’s ad delivery, finds what broke, applies a fix it can undo and checks that the fix held.

01
Notices on its own

Watches ad delivery through Grafana and confirms the problem in the real metric.

02
Names the exact cause

Gemini reasons over the evidence and names the broken creative, with the queries it ran.

03
A fix it can undo

Blocks that one creative on the one affected channel; a working ad plays instead.

04
Checks that the fix held

Re-checks the same metric, marks the dashboard and closes its own incident.

05
A person when it is unsure

If it cannot name a safe fix, it leaves the platform unchanged and emails a person.

06
A watchdog for safety

If the agent dies mid-fix, a separate watchdog undoes the change.

04 Price

Starting from.

India · starting from₹59,999one-time
UK · starting from£1,295one-time
US · starting from$1,750one-time
A custom monitoring agent like BreakEven: the starting price includesExact pricecontact us
  • A watching agent on one of your metric sources
  • Alerts that explain the cause and the money at risk
  • Hand-off to a person
  • 1 reversible fix, switched on only after 2 weeks in suggest-only mode

Exact price after a free 20-minute call: contact us.

05 Questions

Before the call.

Is this running for a real channel?

No. It is a hackathon build, recorded on a simulated streaming platform on Google Cloud Run. Every dollar figure in the demo is the simulator’s own and is labelled simulated.

Next step

Want an agent watching your numbers?

One 20-minute call: what you monitor today and which fixes are safe to automate. Then a written scope — or an honest "not a fit".