Agent 22 · Digital Marketing
PerformReport Agent
Builds the daily campaign brief and flags CPA spikes.
Agent PackInsightLangGraph
Found6
Fixed + verified6
Held for approval0
Recalln/a
One offline run on demo data with planted problems (recorded platform test, November 2026).
How PerformReport heals data, step by step
INData inSame ads dataset.
01Detect6 problems found
02Diagnose1 problem type named
03Plan6 safe to fix · 0 need a person
04Fix + verify6 fixed and re-checked
05ReportPlain-English report and Control Tower record
- Client problem
- Spend spikes are noticed days late.
- What it does
- Aggregates campaign metrics and detects CPA anomalies.
- How it heals
- Writes the brief and alerts on spikes.
- Human gate
- None.
- Typical buyer
- Marketing teams
- Built with
- LangGraph self-healing loop
- Demo data
- Same ads dataset.
- Tables
- fb_ads ← Kaggle madislemsalu/facebook-ad-campaign
- Target outcome
- Target: brief by 7 AM; spikes within a day.
- Path to production
- Insight Pack.
Issues detected on the demo data
| Issue | Risk | Proposed fix | Count |
|---|---|---|---|
| cpa_spike CPA 735.0 vs median 133.9 | low | Explain in today's brief | 6 |
How we demo it
- Run PerformReport.
- Read the brief.
Built on AWS
Runs in the platform container on EC2 Graviton (or on demand in Lambda), writes healed tables to the S3 lakehouse, uses Amazon Bedrock only to write explanations, and reports six metrics to CloudWatch.
Step into DigiQuench.
Agents that heal your data.
Watch an agent find planted problems, fix the safe ones and wait for your approval on the rest. Thirty minutes, live.