Knowledge # Find the right resource for what you need. > Find the right Finance Workroom resource: AI readiness, finance AI workflows, FP&A software comparison, implementation support, Insights and methodology. Public tools, guides and articles from Finance Workroom, organized by need, with the inputs, outputs and limitations that apply. ## Assess your finance team's AI readiness ### [Finance AI Readiness](https://financeworkroom.com/tools/ai-readiness) How ready is your finance team for AI? Check your data, process, review and controls, see where you stand, and get a practical place to start. Who it's for Head of FP&A, Controller, FP&A Manager, Finance Systems When it helps Leadership wants to use AI in finance, but it is unclear whether data, process and controls can support it. Before you start Working knowledge of your finance systems, how data moves between them, how reporting processes run and any AI data policy. No documents or uploads are needed. What you receive A score out of 100 across six weighted dimensions, a stage, up to three blockers and three next steps — to choose one priority, name an owner and decide what to check before expanding. Not suitable when Not an audit, a peer benchmark or a test of a specific workflow; the result reflects only the answers given. #### Useful next steps - [Build a first workflow](https://financeworkroom.com/tools/ai-finance-workflows) Method - Self-reported answers are scored across weighted dimensions: Use case clarity (15 points), Data & stack readiness (25 points), Process & models (15 points), Governance & control (20 points), People & operating model (10 points), Execution readiness (15 points). - Stages: Ready to scale (80+), Ready to operationalize (65+), Experimenting with constraints (45+), Exploring (25+), Foundation not ready (0+). Limitations - The assessment is a self-reported diagnostic. Read the total score together with the dimension breakdown, identified blockers and action plan. The result reflects the information you provide, and it does not substitute for testing a particular workflow. - Use the result to frame a discussion with your team. Confirm material gaps with evidence before changing a live process. The example shown on this page is illustrative and is not a peer benchmark. How to start Select Check my AI readiness and answer the assessment questions about your team. Effort About 8 minutes · 12–13 questions Access Published scoring rules · No email required ## Build a finance AI workflow ### [AI Finance Workflows](https://financeworkroom.com/tools/ai-finance-workflows) Build your first finance workflow with step-by-step guidance in your preferred AI tool. Who it's for FP&A Manager or Analyst When it helps Leadership keeps asking for a dashboard, a P&L readout, a monthly report or an explanation of what changed, and you want to try AI on it. Before you start An account in the AI tool you choose, plus a 12-month P&L exported to Excel — or use the included sample data. What you receive Step-by-step guidance and prompts for one of four outputs, plus a short list of numbers to verify. The output is produced in your own AI tool, not by this site. Not suitable when Not for teams that cannot use an external AI tool with finance data, and not a validated or production-ready report. #### Choose your output - [Management dashboard](https://financeworkroom.com/tools/ai-finance-workflows?workflow=management-dashboard&view=journey) Turn your P&L into the dashboard leadership keeps asking for. Output: An interactive management dashboard. - [Understand my P&L](https://financeworkroom.com/tools/ai-finance-workflows?workflow=understand-pnl&view=journey) Get a plain-English readout of what’s driving performance. Output: A plain-language P&L explanation. - [Monthly management report](https://financeworkroom.com/tools/ai-finance-workflows?workflow=monthly-report&view=journey) Draft your leadership report in one sitting, then refine it. Output: A monthly management report draft. - [Find what changed](https://financeworkroom.com/tools/ai-finance-workflows?workflow=what-changed&view=journey) Rank the biggest movements and the accounts behind them. Output: A ranked list of this month’s changes. #### Useful next steps - [Check readiness before scaling](https://financeworkroom.com/tools/ai-readiness) - [Finance Workroom Academy](https://financeworkroom.com/academy) - [Finance AI implementation advisory](https://financeworkroom.com/ai-implementation) Method - Follow the guide in your chosen AI tool, prepare a source file or use sample data, run the supplied prompts, and check key figures against the source before sharing. Limitations - Not for teams that cannot use an external AI tool with finance data, and not a validated or production-ready report. - Files are processed by your chosen AI provider under your account settings, not uploaded to FinanceWorkroom. How to start Choose one of the four workflows and select Start building; choose sample data or your own inside the guide. ## Find where your team's recurring time goes ### [Finance Time Waste Calculator](https://financeworkroom.com/tools/finance-time-waste) Estimate the hours your finance team reports on recurring manual work — by task, area and work type — with coverage and every assumption shown. Who it's for Controller, Accounting Manager, FP&A Manager When it helps Recurring close, reporting or forecasting work seems to take more time than expected, and there is no shared estimate of where the hours go. Before you start For each recurring task: how often it happens, the active minutes it takes, whether that is per person (and how many people), any extra rework not already counted, and the number of closes per year. What you receive Reported hours per period and per year by task, area and work type, with how complete the inputs are and every assumption listed — to choose which recurring work to examine first. Not suitable when It measures only the time you report. It does not provide benchmarks, savings, salary-based cost or ROI, and it does not measure time automatically. #### Useful next steps - [Check AI readiness before automating](https://financeworkroom.com/tools/ai-readiness) Required inputs - Task areas to include: Month-End Close, Reporting & variance analysis, Forecasting & cash, Accounts payable invoices, Ad-hoc data requests (starter tasks you can edit, remove or add to). - Per task: frequency (per close, week, month or quarter), occurrences per period and active minutes each time. - Whether minutes are for the whole team or per person; if per person, how many people. - Whether rework is already included in the minutes; if not, extra rework minutes. - Closes per year, confirmed by you — never assumed. Method - Period minutes = occurrences × active minutes × people (people only when entered per person). - Rework minutes are added only when you say they are not already included; an unanswered rework question counts as zero and is listed as a gap. - Annual minutes = (period minutes + rework) × periods per year: your confirmed closes for per-close tasks; 52, 12 or 4 (editable) for weekly, monthly or quarterly tasks. - Tasks missing required inputs are excluded from totals and shown in coverage, not estimated. - Formula version tw-1.0. Limitations - Results reflect user-reported estimates only, not measured time. - No benchmarks, savings estimates, salary inference or ROI. - Starter tasks and frequencies are templates to review, not recommendations. How to start Start the calculator, choose task areas, review the starter tasks and enter the required estimates. Effort About 5–10 minutes · Saved in this browser only Access Locked, published formula · Blank never counts as zero ## Compare FP&A software ### [FP&A Software Finder](https://financeworkroom.com/software/fpa) Compare FP&A software approaches by Excel fit, planning needs, integrations and implementation effort. Then use the free Finder to build a shortlist that fits your team. Who it's for Head of FP&A, FP&A Manager or Analyst, Finance Systems / IT When it helps Spreadsheet planning is straining under data collection, versions or consolidation, and the team is considering a planning platform. Before you start Your company size, where models live today, the systems you need to connect and who will build and maintain the models. What you receive A shortlist of three platforms with the reasons shown — to decide which vendors to evaluate and what to ask in demos. Not suitable when Not a substitute for vendor demos, references or a proof of concept; the underlying ratings are not yet independently verified. #### Useful next steps - [Read the FP&A selection framework](https://financeworkroom.com/insights/a-practical-framework-for-choosing-fpa-software) Method - Answers determine requirement weights; every vendor uses the same fit calculation. - fit(d) = rating(d) / 5 if you want more of d = (6 − rating(d)) / 5 if you want less of d score = Σ |weight(d)| × fit(d) / Σ |weight(d)| Limitations - Vendor ratings are simplified 1–5 judgments and are not yet independently verified. - Validate shortlisted platforms with real workbooks, demos, references and a proof of concept. How to start Choose what you want to improve in the Finder entry, then answer the questions about your planning needs. Effort About 3 minutes · 7–9 questions Access Same rules for every vendor · Published evaluation criteria Commercial disclosure We may receive compensation from companies featured on this site. This may influence their order and placement. ## Check referral rewards for finance software you use ### [Referral Rewards Checker](https://financeworkroom.com/tools/referral-rewards) Add the software you use, see which tools have a refer-a-friend program on file, and copy an AI prompt to check the latest offers. Who it's for Finance software users When it helps You already use finance software and want to check customer refer-a-friend rewards before making an introduction. Before you start The finance software you use: search a catalog of 1,051 products, or paste a list separated by commas or new lines (pasted names are kept only when they exactly match a catalog name or alias). Your country, chosen from 13 countries or Other. Optionally, tools you forgot: the checker walks through 8 core finance areas (areas you haven't covered first), with 9 more areas on request. What you receive Research status and program details for selected products, plus a copyable AI research prompt with official-source verification steps. Not suitable when Results reflect our research at a point in time; referral terms change often. Always confirm on the official page before relying on a reward. We do not confirm your personal eligibility for any program. #### Useful next steps - [Read the commercial disclosure](https://financeworkroom.com/editorial-policy) Required inputs - The finance software you use: search a catalog of 1,051 products, or paste a list separated by commas or new lines (pasted names are kept only when they exactly match a catalog name or alias). - Your country, chosen from 13 countries or Other. - Optionally, tools you forgot: the checker walks through 8 core finance areas (areas you haven't covered first), with 9 more areas on request. Method - Each selected product is matched by name against our researched list of 30 customer referral programs. - A match shows the program as "Confirmed in research" or "Unclear", with the reward, reward type, conditions, how to get your referral link, region and a link to the official page. - Products with no match are listed as "Not verified yet". That does not mean no program exists. - Country is not used to filter results; it goes into the AI research prompt. Check the region shown for each program. Limitations - Results reflect our research at a point in time; referral terms change often. Always confirm on the official page before relying on a reward. - We do not confirm your personal eligibility for any program. - Your selections are stored only in this browser; no sign-in is needed. How to start Your Tools — add the software you remember and your country. Commercial disclosure We may receive compensation from companies featured on this site. This may influence their order and placement. ## Explore AI implementation support ### [Finance AI implementation advisory](https://financeworkroom.com/ai-implementation) Free 30-minute session with a Finance AI FDE, an engineer who is also a finance expert, to find which workflows to automate, what is feasible and the return. Who it's for CFO, VP Finance / Head of Finance, Head of FP&A, Controller When it helps A recurring workflow such as the close or the reporting pack is a candidate for automation, and the team wants an expert view before committing. Before you start One or two recurring workflows in mind and a sense of the systems involved. What you receive A free 30-minute advisory session request; a representative contacts you to arrange the time. It supports a decision on whether to start with one workflow. Not suitable when Not for general AI education or software selection; we may earn a referral fee if you later work with the team introduced. #### Useful next steps - [Assess readiness first](https://financeworkroom.com/tools/ai-readiness) - [Finance Time Waste Calculator](https://financeworkroom.com/tools/finance-time-waste) - [Finance Workroom Academy](https://financeworkroom.com/academy) - [FP&A Software Finder](https://financeworkroom.com/software/fpa) Use cases - Month-end close automation: Subledger to GL tie-outs, reconciliation prep, close status tracking; human review: Investigating differences, sign-off. - Budget variance analysis & reporting: Refreshing actuals, building the pack, drafting commentary; human review: Confirming causes, approving the narrative. - 13-week cash forecast: Collecting inputs, refreshing the 13-week view, forecast vs. actuals; human review: Assumptions and timing judgment. - AP automation: Invoice coding, PO matching, chasing approvals; human review: Exceptions and payment approval. - A solution built around your needs: Your own recurring process: data connections, checks and outputs designed around how your team works; human review: Defining what good looks like, approving the result. Engagement - Scope one workflow. The data it needs, who reviews it, and what done looks like. - Build with your data. Connect the sources, build the steps and the checks. - Run alongside your process. Side by side with the manual version until the numbers match. - Hand over. Documentation, a runbook and training for the people who run it. Session topics - What's worth automating. Your workflows ranked by time saved and effort. - What's feasible. With your data, your systems and your controls as they are today. - What it would return. Hours back each month, and what stays with your team. - What it would take. Scope, timeline and the people involved, before any commitment. How to start Describe your workflows and systems in the request form. FinanceWorkRoom contacts you first; submitting a request is not a confirmed booking. Commercial disclosure Yes. The session is free and there is no obligation. We may earn a referral fee if you later work with the team we introduce. ## Learn AI for finance with free video courses ### [Finance Workroom Academy](https://financeworkroom.com/academy) Free video courses for finance professionals. Start lesson 1 without an account or company data; create a free account to save progress. Completion certificates are not accredited qualifications or CPE credit. ### [Academy courses](https://financeworkroom.com/academy/courses) Course library with lesson lists and run times. ## Choose a course and lesson ### [AI in Finance: Start Smart](https://financeworkroom.com/academy/course/getting-started-with-ai-in-finance/lesson/c1-l1) AI is changing finance fast. This course gives you the foundation to use it with confidence. Learn which tools matter, what they’re actually good at, and how to get useful results without putting your numbers at risk. #### Published lessons - [Claude for Excel: What is it and what can it do](https://financeworkroom.com/academy/course/getting-started-with-ai-in-finance/lesson/c1-l1) - [Garbage in, garbage out: Why clean data comes before AI](https://financeworkroom.com/academy/course/getting-started-with-ai-in-finance/lesson/c1-l2) - [Which Claude do you need? Web, Chrome, Cowork, or Excel](https://financeworkroom.com/academy/course/getting-started-with-ai-in-finance/lesson/c1-l3) - [Stop googling formulas Describe what you want instead](https://financeworkroom.com/academy/course/getting-started-with-ai-in-finance/lesson/c1-l4) - [Haiku, Sonnet, or Opus? Pick the right model and stop overpaying](https://financeworkroom.com/academy/course/getting-started-with-ai-in-finance/lesson/c1-l5) - [Gemini for finance: the AI you're already paying for](https://financeworkroom.com/academy/course/getting-started-with-ai-in-finance/lesson/c1-l6) - [NotebookLM: The free tool your finance team isn't using](https://financeworkroom.com/academy/course/getting-started-with-ai-in-finance/lesson/c1-l7) - [P&L in, finished presentation out: one prompt with Gamma](https://financeworkroom.com/academy/course/getting-started-with-ai-in-finance/lesson/c1-l8) #### Useful next steps - [AI Finance Workflows](https://financeworkroom.com/tools/ai-finance-workflows) Format On-demand video How to start Open the first lesson and play the video; follow the lesson list to continue. ### [Putting AI to Work in Your Finance Function](https://financeworkroom.com/academy/course/putting-ai-to-work/lesson/c2-l1) Move beyond experimenting with AI and start putting it to work. Build financial models from raw ERP data, turn numbers into board-ready narratives, automate recurring work, and create workflows your team can actually use. #### Published lessons - [From blank page to board-ready narrative with Claude](https://financeworkroom.com/academy/course/putting-ai-to-work/lesson/c2-l1) - [Turn your raw ERP export into a financial model with Claude](https://financeworkroom.com/academy/course/putting-ai-to-work/lesson/c2-l2) - [Connectors, skills, and plugins: make Cowork work your way](https://financeworkroom.com/academy/course/putting-ai-to-work/lesson/c2-l3) - [Set up a daily FX exposure monitor and never miss a rate move](https://financeworkroom.com/academy/course/putting-ai-to-work/lesson/c2-l4) - [Stop living in your inbox: connect Outlook to Claude Cowork](https://financeworkroom.com/academy/course/putting-ai-to-work/lesson/c2-l5) - [5 things you can do with AI and a spreadsheet right now](https://financeworkroom.com/academy/course/putting-ai-to-work/lesson/c2-l6) - [3 ways to build a financial model with Claude](https://financeworkroom.com/academy/course/putting-ai-to-work/lesson/c2-l7) - [Eliminate close week surprises with your custom status agent](https://financeworkroom.com/academy/course/putting-ai-to-work/lesson/c2-l8) #### Useful next steps - [AI Finance Workflows](https://financeworkroom.com/tools/ai-finance-workflows) Format On-demand video How to start Open the first lesson and play the video; follow the lesson list to continue. ### [Data First: Preparing Finance for AI](https://financeworkroom.com/academy/course/is-your-finance-data-ready-for-ai/lesson/c3-l1) Getting an AI answer is easy. Getting the right answer, every time, is much harder. Learn why raw finance data creates unreliable AI and what you need to turn AI from a clever assistant into something your finance function can depend on. #### Published lessons - [Build Once, Refresh Every Month - Creating Live reports with FinanceOS](https://financeworkroom.com/academy/course/is-your-finance-data-ready-for-ai/lesson/c3-l1) - [Same prompt, different P&L: the hidden risk of raw GL data](https://financeworkroom.com/academy/course/is-your-finance-data-ready-for-ai/lesson/c3-l2) - [Why variance analysis with Claude alone falls short](https://financeworkroom.com/academy/course/is-your-finance-data-ready-for-ai/lesson/c3-l3) - [The semantic layer: why your AI keeps getting the number wrong](https://financeworkroom.com/academy/course/is-your-finance-data-ready-for-ai/lesson/c3-l4) - [From static summaries to live drill-downs with FinanceOS](https://financeworkroom.com/academy/course/is-your-finance-data-ready-for-ai/lesson/c3-l5) #### Useful next steps - [AI Finance Workflows](https://financeworkroom.com/tools/ai-finance-workflows) Format On-demand video How to start Open the first lesson and play the video; follow the lesson list to continue. ## Learn from reviewed Insights articles ### [Insights](https://financeworkroom.com/insights) Reviewed finance and AI articles. ### [Six Finance Reporting Tasks Worth Automating](https://financeworkroom.com/insights/where-finance-teams-lose-time-before-ai-starts) From recurring exports to first-draft variance commentary: six reporting tasks where spreadsheet improvements, rules or AI assistance can help, and what your team still owns. ### [Choosing FP&A Software: Make the Demo Follow Your Workflow](https://financeworkroom.com/insights/a-practical-framework-for-choosing-fpa-software) A workflow-based method for FP&A software demos: what to prepare, what to ask vendors to show, and how to record what was demonstrated, what depends on services and what still needs proof. ### [Before AI: Five Checks When Finance Reports Disagree](https://financeworkroom.com/insights/finance-data-foundations-before-ai) A worked example of conflicting revenue figures, five checks to resolve them, and how to decide whether to proceed, narrow the task or pause before using the data with AI. ### [Your First Finance AI Use Case: Start with a Report You Can Check](https://financeworkroom.com/insights/choosing-your-first-finance-ai-use-case) Turn "use AI in finance" into one task you can check: a completed task card, an independent reference result, and five acceptance tests, including a missing-budget exception. ## Understand our methodology and commercial disclosures ### [Methodology](https://financeworkroom.com/methodology) How tools are scored, the formulas used and their limitations. ### [Editorial policy](https://financeworkroom.com/editorial-policy) Editorial standards and the full Advertiser Disclosure. ### [About](https://financeworkroom.com/about) Why the site exists and how it is funded. This directory is also available as [Markdown](https://financeworkroom.com/knowledge/index.md), and a short guide for AI assistants is at [/llms.txt](https://financeworkroom.com/llms.txt). --- Canonical page: https://financeworkroom.com/knowledge