Do I have to use AI?
No. AI is what most clients come to us for — it's where the real efficiency, accuracy, and speed gains live — but it's not required. If you'd rather start with Excel, Google Sheets, PowerPoint, or PDF reporting, the same framework applies, and AI can be added later if you decide you want it.
Will AI replace my accountant or CFO?
No. AI does not replace financial expertise — it enhances it. AI-generated outputs are based on structured financial data and designed to support informed decision-making, not replace professional judgment. Think of it as the upgrade your team would build themselves if they had time.
How long does a custom build take?
Most engagements run 3–6 weeks from discovery to delivery, depending on the complexity of your data sources, the deliverable format (React dashboard, Excel workbook, board deck), and the metrics involved. We'll scope a realistic timeline during our consultation.
What tools do you use to build AI-powered dashboards?
AI-powered dashboards are built with modern web technology (React, Chart.js, Recharts) paired with AI services from providers like OpenAI and Anthropic — the same stack powering most modern data products. Data connections flex to your organization's comfort level: live API integrations when you want continuously updated dashboards, scheduled exports for a more controlled approach, or simple CSV and Excel uploads when sensitivity or simplicity matters most. Deliverables can be live React dashboards, Excel or Google Sheets workbooks, PowerPoint board decks, or PDF financial packages — whichever fits how your team works.
Do you handle the data connections too, or does my team?
For most clients, we use established middleware tools (Coupler.io, Mosaic, Fivetran, and similar) to pull data from your accounting and payment systems into the reporting layer — no engineering work required from your team and no custom API code from us. For larger clients with existing data infrastructure or a data team already in place, we work on top of what they've already connected and focus our work on the reporting and AI insight layer. Either way, our lane is the reporting and visualization side — not custom systems integration.
Is my financial data secure?
Yes. We use established middleware tools (Coupler.io, Fivetran, and similar) with read-only access wherever possible — meaning no custom API work, no engineering team required, and nothing writes back to your source systems. AI processing follows enterprise data-handling practices (we use API endpoints that don't train on your data), and access is restricted to people you authorize. We can review specific security requirements during onboarding.
Who is this for?
Two main audiences: finance professionals (CFOs, controllers, FP&A leaders) who want the AI-powered reporting upgrade they haven't had time to build themselves, and SMB owners, SaaS founders, and agency operators who need clear visibility into their numbers without hiring a full-time CFO.
What's the difference between the Strategy Session and the Done-For-You service?
The Strategy Session is a one-time 1:1 deep-dive — we audit your current reporting, identify the highest-impact AI-powered upgrades, and deliver a prioritized roadmap. It's ideal for finance teams or owners who want expert direction before committing to a full build. The Done-For-You service is the full execution — we design, build, and maintain a custom AI-powered reporting system for you, with traditional Excel, Sheets, or PowerPoint formats also available if AI isn't your starting point yet. Many clients start with a Strategy Session and roll into a Done-For-You build.
