Board Numbers Without the Week-Long Scramble
An AI QBR and flash report system for a portfolio company, built on its own data: automated quarterly business reviews plus weekly or monthly flash reports, in one format the sponsor can read across the whole portfolio. This is an example of custom work, not a product you switch on. Scoped per firm.
An AI QBR and flash report system for a portfolio company does one boring thing well. It produces the numbers on time, in the same shape, every time.
Most reporting pain is really an assembly problem. The data already exists in the accounting system, the CRM, and three spreadsheets. A person just spends days a quarter gathering it, reconciling it, and pasting it into a deck. The analysis they were hired for happens last, if there is time. This flips the order: the assembly is automatic, so the people get to spend their hours on judgment.
It is built on your stack: Microsoft 365 Copilot, ChatGPT Enterprise, Claude, or Gemini. We work on your stack. See the rest of the Build gallery for what else gets made.
By Dr. Leigh Coney, Founder of WorkWise Solutions
One Pipeline, Two Cadences
The same data layer feeds a short weekly heartbeat and a deep quarterly review. Build it once, and both come out on their own.
Every figure links back to where it came from, so when a partner asks where a number is from, the answer is a click, not an email thread.
The Flash Report
Cash, bookings, pipeline, and the handful of operational metrics that matter for this business. What moved, what is off plan, one screen. Weekly or monthly.
The Quarterly Business Review
The full review, drafted from the same systems: performance against plan, the drivers behind it, risks, and a narrative the operator can edit before it goes anywhere.
One Portfolio-Wide Format
Each company keeps its own systems, but the output lands in one shape, so the sponsor can put two companies side by side without translating first.
Source-Linked Numbers
Every figure traces back to the system it came from. Where a number is still typed in by hand, the report flags it rather than hiding it.
A Draft, Not Autopilot
The system writes the first version. The operator keeps the last word. Commentary is theirs to approve, so the report still sounds like the person whose name is on it.
From Source Systems to Sent
Connect
Wire in the accounting system, the CRM, and the spreadsheets that hold the rest. Read-only, on your stack.
Standardize
Map each company's numbers to one shared definition, so revenue means the same thing in every report.
Draft
The system assembles the flash report or the quarterly review, with charts, variances, and a first-pass narrative.
Review & Send
The operator edits the commentary and approves. The report goes out on schedule, not the night before.
The win is comparability, not decoration. When every company in the portfolio reports the same numbers the same way, the sponsor stops spending the meeting deciding whether the figures are right and starts spending it on what to do. A consistent flash report each week is worth more than a beautiful deck once a quarter.
Build This If...
Your finance lead loses days every quarter to assembling the pack instead of reading it.
The sponsor wants a weekly heartbeat, not a quarterly surprise.
Every company in the portfolio reports in a different shape, and comparing them is a manual job.
Numbers arrive late, get corrected at the last minute, and quietly erode trust in the rest.
You are a newer platform building reporting muscle across recent add-ons.
The data is there. Getting it into one place, on time, is the part that keeps breaking.
QBR & Flash Report FAQ
What goes into a flash report?
The few numbers that tell you if the week was on plan: cash and runway, bookings or revenue, pipeline, and the operational metrics that matter for this specific business. Plus what moved since last time and anything off plan. It is short on purpose, usually one screen, so an operator reads it in two minutes and a sponsor reads twelve of them in twenty.
How is it different from a board pack?
Cadence and audience. A flash report is short, frequent, and internal: the operator and the sponsor's deal team, weekly or monthly. A board pack is the full quarterly governance document for the board. They run off the same data layer, which is why this pairs naturally with board pack automation rather than competing with it.
Does every portfolio company report the same way?
That is the point. Each company keeps its own systems, but the output lands in one shape, so the sponsor can put two companies side by side without translating. Clean inputs help, which is why this often follows a finance and back-office cleanup. The build does the translating once, per company, then keeps doing it.
How current is the data?
As current as the source systems. Connected systems pull on a schedule, often nightly, so a flash report is accurate as of the last sync, and a quarterly review is built on the close. Where a number still comes from a person typing it into a spreadsheet, the report says so. Honest staleness beats a confident wrong figure.
Scoped Per Firm, Built On Your Stack
This is an example of custom work, not an off-the-shelf product. The right place to start is a look at one portfolio company's reporting and where the time actually goes.
A Portfolio Value-Creation Diagnostic maps the highest-value builds for a company before anyone writes code. See the full Build gallery for more examples.
Related Builds
Board Pack Automation
The quarterly governance document for the board, built from the same data layer the flash report runs on.
Finance & Back Office
Clean inputs upstream. The close, reconciliations, and the source numbers a good report depends on.
Portfolio Value-Creation Diagnostic
The readiness sprint applied to one portfolio company: what to build first, and in what order.