RESEARCH & ADVISORY

Financial intelligence, rigorously evaluated.

Atlas Financial Intelligence works where the finance function meets AI — planning and analysis, independent evaluation and governance, decision support, and process automation.

RESEARCH · 2026

The FP&A Judgment Benchmark

Our flagship study asks one precise question: can AI systems investigate ambiguous financial-performance problems with the judgment of an experienced FP&A professional? We publish the methodology, the tasks, and the results — so finance leaders can calibrate trust instead of guessing.

Explore the benchmark

WHAT WE EVALUATE

Variance investigation on ambiguous, incomplete data
Judgment under conflicting signals and stakeholder pressure
Knowing when to stop, escalate, or ask a better question
SERVICES

Advisory grounded in published research, not vendor claims.

Independence

We publish our methods and take no vendor incentives. Our only product is a defensible answer.

Practitioner judgment

Built by people who have owned forecasts, closes, and variance calls — not observed them.

Evidence over hype

Where AI helps, we show it. Where it fails, we say so — with the test cases to prove it.

WORK WITH US

Tell us what you’re trying to decide.

Most engagements start with a short conversation about the decision in front of you — a forecast that keeps missing, an AI tool someone wants to put in the close, a board question you can’t answer cleanly yet.