: GTM Finance

The analysis can be exact and the final deliverable can still depend on memory.

An analyst opens last month’s deck, replaces charts, adjusts the commentary, fixes the appendix, and hopes every formatting decision survived the copy. The numbers may come from a governed process. The finished work does not.

Today we are introducing QFlow Organization Skills: private, versioned workflow packages that teach Codex and Claude how your company turns QFlow results into decks, workbooks, reports, and forecasts.

Claude and Codex can turn business data into a board deck in minutes. Give them raw finance, sales, and marketing data, and they can also make ungoverned analytical choices at the same speed.

The risk is not the final formatting. It is allowing an AI assistant to decide what pipeline, bookings, revenue, or conversion mean from raw tables and exports.

QFlow Desktop is now out of beta for macOS and Windows. It connects QFlow’s governed data, deterministic tools, Agentic Recipes, and organization skills to Codex, Claude Desktop, and Claude Code. QFlow governs and executes the analysis. The assistant builds the deck, workbook, or memo.

A CRO asks a simple question on Monday morning: What changed in pipeline coverage? Which teams need attention before the forecast call?

The answer should not take a day. It should not be a loose AI summary pasted over a spreadsheet. RevOps needs a workflow that pulls the right data, applies the same logic, shows the result, and explains what changed.

That is what QFlow Agentic Recipes are built for.

We recently shared the virtual stage with Workday Adaptive Planning, Anaplan, Vena, Mosaic, Pigment, and other heavyweights at Paul Barnhurst’s (“The FP&A Guy”) FP&A Product Showcase.

The invitation is a badge of credibility, but standing out for a different reason is the real story:

“QFlow is a GTM-focused tool. Where does budgeting start? It starts with revenue. Everything else is percentages and assumptions based on where you’re going to land for revenue.”
— Paul Barnhurst, FP&A Product Showcase

I’ve done plenty of product demos and pitches; this conversation with Glenn was something else entirely.

No slides, no roadmap—just two ex-operators comparing scar tissue. Glenn’s career moved from marketing to CFO; I took the reverse path and ended up building QFlow.ai. That overlap made the discussion hit closer to home than I expected.

Achieving alignment between your Go-to-Market (GTM) teams and Finance is no longer optional. For CFOs, Revenue Operations, and Go-to-Market leaders, the stakes are high. Without tight alignment, forecasting becomes a game of guesswork, decision-making slows to a crawl, and opportunities are lost.

The question is simple: Do you build a solution in-house or do you buy a purpose-built platform to solve the problem today?

We are excited to announce a new case study highlighting the transformative impact of QFlow.ai on Act-On, a leading SaaS company specializing in marketing automation. This case study showcases how Act-On leveraged QFlow.ai to enhance their forecast accuracy and operational efficiency, leading to significant cost savings and strategic alignment.