Skip to content
Portfolio/Capabilities

CAPABILITY 17 / 30

Dashboards an operator opens

Revenue, executive and pipeline views computed in the browser from one data file.

IN PRODUCTION

This runs in client systems today. The sample below was regenerated for a fictional company.

Not a screenshot of a dashboard. Every figure here is recomputed as you change the period, the verdict line is derived rather than written, and the risks are rules firing on the numbers. Each chart can show the table underneath it, because a chart nobody can check is decoration.

TRY IT / RUNS IN YOUR BROWSER

Use it here.

The mechanism is the production one. The company, the catalogue, and every figure are fictional.

Reading the revenue file.

THE OUTPUT / GENERATED FOR APEX INSTRUMENTS

What comes out.

JSON
The one file everything is computed fromData · 24 months to September 2026 for the fictional Apex Instruments. 504 monthly records, one per month per business line per channel, each carrying units, gross, discount, net and cost so margin is computed rather than stated. Gross is always units multiplied by the catalogue price in the brief, discount is always the published rate for that line and channel, net is gross less discount, and cost is units multiplied by unit cost. Also 17 account rows whose monthly figures sum exactly to each month's net revenue, 60 open opportunities each built from catalogue line items so their value can be checked, five stages with the probability and the normal age used for the forecast and the ageing rules, five risk rules with their thresholds, a Q4 2026 plan with its basis, and two dated events that explain the shape.Open the file ↗
MJS
The data generator, seededData · Node ESM, no dependencies. Builds the file from catalogue prices, unit costs, published discount rates, channel splits, a per line trend and a seasonal index, with a seeded generator so the file is reproducible. Meridian Bench declines every quarter and 2026 Q1 carries a partner network rollout, which is what makes the waterfall and the strongest quarter sentence have something real to explain.Open the file ↗

THE MECHANISM / SHOW THE SHAPE, NOT THE SOURCE

How it works.

What a skill is
  1. 01Take the data

    One file, twenty-four months, by line and by channel.

  2. 02Compute, do not state

    Margin, change, and moving averages are calculated, never typed.

  3. 03Explain the movement

    A waterfall built from the actual figures shows what moved the quarter.

  4. 04Fire the rules

    Risks are rules with thresholds, each naming the figure that fired it.

  5. 05Show the numbers

    Every chart offers the table it was drawn from.

WHAT IT READS

  • Two years of revenue by line and channel
  • The open pipeline with stages and ages
  • Stage probabilities and risk rules, published on the page

WHAT IT CHECKS BEFORE IT SHIPS

  • Every KPI recomputes when the period changes
  • The forecast equals the weighted sum of the pipeline
  • Each risk names its rule and its figure
  • Every chart has a readable table alternative
In production: revenue and executive dashboards, plus a predictive sales dashboard built at a prior role.

The mechanism runs inside client systems. Everything on this page was regenerated for Apex Instruments, a company that does not exist. Client names, source files, and internal wording stay private.

What it producesWhat is being built next