What the business runs on
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What the business runs on. The home page for the people who read the numbers.
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Antvia IntelligenceAntvia Intelligence turns governed data into dashboards, answers and decisions. This is the home page at Acme Home Appliances, a demo company.
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August to dateRevenue is ₹20.3 crore, 96% of the plan due by now. Gross margin is 32.4%, under its 34% plan.
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Not currentTwo figures carry a warning. Channel stock is nine days old, and customer satisfaction is unverified. The numbers stay; the doubt is on the tile.
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What it readsEight semantic models and eighteen dashboards. Two model joins multiply numbers, and eight dashboards are fed by a table with a problem.
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What we decidedThe decision register: two proposals in review, three decisions being measured, and ₹4 crore of value attributed after costs.
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Needs somebodyNeeds somebody ranks what is wrong underneath the numbers: joins that inflate totals, one measure defined three ways, and alerts that are firing.
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Most readOn the right, the most-read dashboards. The top two are marked stale, because they read tables with problems.
The command center
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The command center. The whole business on one page, for whoever owns the P&L.
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Command centerThe command center is one page for the head of the business: sales, margin, plants, supply, marketing, launches, service and people.
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Same numbersIt reads the same company. August to date is ₹20.3 crore against ₹21.1 crore due, and West is well short of its line.
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Ranked by rupeesWhat needs the business head is ranked by rupee impact, each with an owner and the sources it was read from.
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ReplayAnd a month of history can be replayed a day at a time. Episode two covers it in full.
Dashboards that admit doubt
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Dashboards that admit doubt. Lens, and a dashboard opened.
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Who reads themLens lists every published dashboard with how many people opened it in thirty days. One has had no viewers at all.
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ReadershipReadership is the column the page is built around. A dashboard nobody opens is still a maintenance cost somebody is paying.
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What feeds themEight are fed by a table the catalog does not stand behind.
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Two unhealthyBusiness pulse, the most read, reads two unhealthy tables: channel stock, nine days old, and customer feedback, failing three checks.
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Said up frontBusiness pulse says above its tiles that two of them are not showing current data.
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Named causeEach flagged tile names its table and why: fact_channel_stock, last refreshed nine days ago.
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The bridgeBelow, the charts: what moved EBITDA against plan this month, with material cost taking the most.
Answers you can check
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Answers you can check. Echo restates the question before it answers it.
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Understood firstEvery Echo answer starts with what it understood, in real tables, columns and time windows, before any number.
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Read fromThen the tables it read, with their health. Billing and the distributor master are current.
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The resultThen the result: areas that grew revenue ten percent or more last quarter, Coimbatore first.
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A chartAsked for a line, Echo draws one: Coimbatore's monthly revenue for twelve months, with the step in January annotated.
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WeighedAsked why January jumped, it weighs three explanations and says which one to verify before anyone believes it.
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RefusedAsked about channel stock, Echo declines. The table it would read is nine days old, and an answer from it would look current and would not be.
Underneath and around
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Underneath and around. Models, alerts, decisions and what they returned.
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One word, three sumsData models is the semantic layer. net_revenue means three different things in three models, and the page says so before two dashboards disagree in a meeting.
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Fan-outAnd two joins will silently multiply a measure: a many-to-many join counts each row once per match, so the total comes out high.
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AlertsAlerts: three rules are firing now, two of them critical, including the freshness rule on channel stock.
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Never firedOne rule is armed and has never fired, so nobody knows whether it works. Severity and status are kept as two separate facts.
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ArcArc is the decision register. A proposal is only admitted if it names a metric the platform computes and a scope, and one approved decision can never be measured, because it applies everywhere.
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MeasurableMeasurable is the tier a scope earns: a synthetic control, a comparison group, or movement only.
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LeapLeap reads what each decision actually did. Every settled decision had an effect nobody predicted, and two of them cost money.
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ValueThree decisions measured, worth ₹4 crore between them after the costs that were found.
Fix the feed, ask again
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Fix the feed, ask again. One repair in Data, and Intelligence answers.
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Over in Antvia DataThe feed belongs to Antvia Data, where the connectors live. The portal has issued a fresh key.
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Six stagesConnect, extract, land, rebuild the models, run the quality gates, publish.
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AnsweredThe same question now answers: air coolers and fans hold most of the excess, and purifiers are twelve days short of target.
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CheckedAnd it says why the answer can be trusted: every table behind it is current and passing its checks.
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Stood downIn Alerts, the freshness rule on channel stock has stood down by itself. Two rules are firing now, and nobody touched the third.
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CurrentBusiness pulse shows channel stock as current. One fix, and every surface that reads the table followed.