8 min read
Conversational AI in Finance: What Changes When the Chat Box Becomes a Habit
The interesting question isn't whether finance teams will type questions instead of building reports — it's what breaks once they do it every day.
AI
00 / News & insights
News & Insights
Practical notes on computer vision, data quality, government buying, cost tracking and FP&A. Technical, specific, no sales pitch.
01 / Index
Articles
8 min read
The Flexible Budget: Why Rigid Annual Plans Are Failing Finance Teams in 2026
As tariffs, rate shifts, and demand swings scramble the old assumptions, the companies holding up best are the ones that stopped treating the annual budget as a finished document.
FP&A
7 min read
The Data Lineage Problem: Why Financial AI Can't Explain Itself
Before you can trust an AI-generated forecast, you need to know exactly where every number in it came from — and most finance teams can't answer that question.
Data Science
8 min read
The FP&A Buying Decision You'll Regret: A Procurement Guide for Finance Leaders
Most FP&A software purchases fail not because of bad tools, but because of bad buying processes — here's how to run yours differently.
Guides
8 min read
Why Your Finance Team Still Doesn't Trust the Chat Box: The Trust Gap in Conversational Analytics
Asking your financial data a question in plain English is easier than ever — believing the answer is a different story entirely.
Data Science
7 min read
Garbage In, Gospel Out: Why Data Quality Is the Real Bottleneck in Financial AI
The most sophisticated forecasting model is worthless if the ledger feeding it can't be trusted — here's how finance teams fix the foundation before the algorithm.
Data Science
8 min read
Driver-Based Planning: Why Assumptions Matter More Than Line Items
The health of your forecast depends less on the rows in your spreadsheet and more on the handful of assumptions quietly driving every number in it.
FP&A
8 min read
The First-Time Founder's Guide to FP&A: What to Track from Day One
Before you need a CFO, you need a habit — here's the minimum viable finance function every new founder should build in the first 12 months.
Guides
7 min read
Net Revenue Retention Is Broken as a Single Metric — Here's What SaaS Finance Teams Should Track Instead
NRR has become a vanity number that hides more than it reveals — a look at the metric decomposition that actually explains SaaS growth quality in 2026.
Guides
8 min read
Predictive Analytics for Cash Flow: Where the Models Get It Right (and Wrong)
Cash flow forecasting models are only as trustworthy as the assumptions baked into them — here's how to know which parts to believe.
Data Science
8 min read
The Quarterly Cash Crisis Audit: 7 Blind Spots That Sink Otherwise Healthy Companies
Most cash crises aren't caused by bad luck — they're caused by the same seven blind spots quietly compounding for months before anyone notices.
FP&A
7 min read
AI in Finance in 2026: The Unsexy Wins That Actually Move the Needle
Forget the moonshot demos — the real ROI from AI in finance comes from narrow, boring, well-instrumented tools doing one job extremely well.
Data Science
Stay ahead of the curve
Get FP&A insights, AI trends, and financial strategy delivered to your inbox.