Peak risk
Known peaks still catch teams out
Salary day, Diwali, Eid, Black Friday. Everyone knows they're coming, but capacity plans rarely link them to monitoring and screening workloads.
Risk and Governance squad
Percy Planner — Senior AI Capacity Planning Strategist
AI capacity planner for monitoring and screening
Percy Planner — Senior AI Capacity Planning StrategistPercy Planner is an AI agent that forecasts how much compute and storage your transaction monitoring and sanctions screening will need. He reads transaction growth, seasonal peaks and new product launches, then recommends capacity changes to your platform team. The goal is simple: checks keep pace with volume, every day of the year.
Percy Planner
Screening capacity forecast
IllustrativeReady for review
Headroom risk · medium
Flag explained
“Festival-week volume forecast exceeds current screening capacity.”
Job description
What Percy Planner does Job description
Percy Planner is a Senior AI Capacity Planning Strategist. He reads your volumes and system metrics, forecasts what monitoring and screening will need, and recommends changes to the people who own capacity.
AI AGENT · RISK AND GOVERNANCE SQUAD
PERCY PLANNER
Senior AI Capacity Planning Strategist
REPORTS TO
Your platform lead, with the MLRO informed
WORKS WITH
Your transaction feeds, monitoring and screening systems, cloud or data centre metrics and change calendar
DEPLOYED
Shadow mode first, then the autonomy you set
KEY RESPONSIBILITIES
01Forecast compute and storage needs for monitoring and screening from transaction growth and seasonal patterns
02Map known peaks, product launches and campaigns to the load they'll add
03Flag where forecast volume will exceed current headroom, with the date and the service affected
04Recommend capacity changes to your platform team with the forecast and assumptions attached
05Record each forecast against what actually happened, so the next one improves and the history is reviewable
AUTONOMY MODEL
LOWMEDIUMHIGH
Low risk
Can apply pre-approved scaling steps, if you allow it
Medium risk
Goes to your platform lead by default
High risk
Always goes to your platform lead and MLRO
You set the threshold per rule.
Kill switch: Turn Percy off at any time
Options
How the options compare
| CRITERIA | Spreadsheet forecast | Cloud autoscaling alone | Percy Planner |
|---|---|---|---|
| When it acts | At the next planning cycle | After load arrives | Ahead of forecast peaks |
| Who decides | Platform team | Scaling rules | Platform lead, inside bands you set |
| Knows compliance workloads | If the author does | No, it sees CPU and memory | Yes, monitoring and screening are sized separately |
| Handles known events | Manually | No | Yes, from your launch and campaign calendar |
| Evidence for examiners | A spreadsheet version | Scaling logs | Forecasts, assumptions and approvals on record |
| Where it's weaker | Stale between cycles | Reacts late to sudden peaks and can't scale fixed systems | Forecasts are only as good as your history and event calendar, and new products have little of either |
Works best with
AI agents that work best with Percy Planner
Percy plans ahead. These agents handle what happens on the day.
RISK AND GOVERNANCE
Theo Surge
Lead AI Transaction Surge Controller
Tells legitimate peaks from attack spikes in real time and feeds that back into Percy's forecasts.
Meet TheoRISK AND GOVERNANCE
Sol Runnr
Senior AI Service Reliability Engineer
Watches latency and uptime of monitoring and screening, so Percy sees where capacity is already tight.
Meet SolRISK AND GOVERNANCE
Cory Bankson
Director AI Core Banking Modernization
Shares the volume changes a core migration will bring.
Meet Cory
Thoughts that matter
Insights on AI agents, financial crime and compliance
What we're learning about AML, fraud and the evidence examiners ask for.
Best AML Software in 2026: An Honest Comparison for Banks and Fintechs
Read More
goAML Registration and STR Filing in the UAE: A Step-by-Step Guide for Reporting Entities
Read More
Transaction Monitoring Software: UAE Acceptance Checklist
Read More
PEP and Sanctions Screening: What the MLRO Owns
Read More
Session Risk Scoring: Continuous Authentication for Banks
Read More
Impossible Travel Detection in Banking: How It Works
Read More
Questions? We Have Answers
-1.svg)
Frequently Asked Questions
Still have questions?
Talk to the people who build the agents. We'll answer per capability, yes or no.
Percy Planner forecasts the compute and storage your monitoring and screening need, using transaction growth, seasonal peaks and your launch calendar. He flags shortfalls ahead of time and recommends changes to your platform team with the forecast attached.
Only where you allow it, and only with scaling steps you've pre-approved. Other recommendations go to your platform lead by default, and anything that risks screening or monitoring coverage always goes to a person. A kill switch turns Percy off without touching your other systems.
Autoscaling reacts once load arrives and only works where systems can scale on demand. Percy plans ahead for known peaks and growth, and he sizes monitoring and screening specifically.
Percy forecasts on your real volumes and makes recommendations, but nothing changes. You compare his forecasts with what actually happens before acting on any of them.
Transaction volumes by channel, processing times from monitoring and screening, resource metrics, and a calendar of launches and campaigns. More history gives better forecasts.
Yes. He reads metrics through APIs. On fixed infrastructure his recommendations give your team more lead time to add capacity.
FluxForce runs as SaaS, on-premise or hybrid, built on Microsoft Azure. We agree data residency and which components run inside your environment during deployment design, before any data moves.