Operator Agents™
A new execution layer for your workflow
Operator Agents™ are deterministic finance engines that perform repeatable tasks — variance analysis, close routines, reconciliations, and modeling — using your actual data and frameworks, not probabilistic guesses.
What are Operator Agents™?
Operator Agents™ are automated execution partners that work inside your existing workflows.
They perform recurring finance tasks with structure, consistency, and context — the way real Operators work.
Agents specialize in narrow domains where discipline and accuracy matter most:
- Variance Agent™ — interprets variances, drafts the narrative, and links every movement to its underlying drivers.
- Close Agent™ — executes structured close routines, prepares schedules, and flags exceptions early.
- Reconcile Agent™ — matches transactions, identifies breaks, and drafts adjusting entries for review.
- Modeling Agent™ — maintains budgets, scenarios, and forecast bridges directly inside your model.
Each Agent focuses on one job and does it exceptionally well.
No dashboards. No reinvented systems. Real work, automated.
Technical Overview
Operator Agents™ are deterministic automation layers built on top of structured finance workflows — Excel, Power Query, and established models.
They rely on rules, process scaffolding, and memory — not free-form prompts or probabilistic guesswork.
Each Agent:
- Reads your real numbers
- Runs a defined analytical or procedural workflow
- Produces consistent outputs
- Stores context for the next run
- And integrates with the Operator Apps you already use
This is not a chatbot.
It’s a work engine designed for Operators.
Why It Matters
Operators aren’t asking for inspiration. They’re asking for execution.
Operator Agents™ deliver:
Operator-grade intelligence
Automated workflows built to match the way high-functioning finance teams actually operate.
Zero dashboard sprawl
No new systems to manage. Agents live inside Excel and your models — where the work already happens.
Repeatability and trust
Agents run the same workflow, the same way, every time. No inconsistency, no improvisation, no hallucinations.
Real leverage for small teams
Execute a month-end close, variance package, or model update with fewer hours and sharper accuracy.
The Operator Agents™ build sequence
This is the planned development pipeline from prototype to public launch. Each stage represents real work already underway, with private beta access opening to select Operators first.
Prototypes (Q2 2026)
Internal versions of Variance Agent + Close Agent.
Private Beta (Q3 2026)
Selected Operators from the AAF customer base.
Public Launch (Q4 2026)
Operator Agents Suite v1.0
Memory + Dataverse Integration (2027)
Agent-to-Agent coordination and long-term workstreams.
FAQs
An automated workflow engine that performs recurring finance tasks using your real models, data, and process structure.
No. The Apps validate Agent logic. Agents will sit on top of them and handle execution.
Final pricing will be announced at launch. Early adopters will have preferred options.
Excel at minimum. Power Query and Dataverse integrations will be optional.
Yes. Join the waitlist and we’ll reach out as slots open.