Understood, before answered
0:07
Understood, before answered. The first answer, in the order Echo gives it.
0:11
EchoEcho answers questions about the business at Acme Home Appliances, a demo company. The head of data asked which areas grew revenue ten percent or more last quarter.
0:23
Scope it pulled inThe question pulled two things into scope: the billing table and the first quarter of the financial year.
0:32
What I understoodBefore any number, Echo says what it understood: April to June against January to March, net value per area, joined to the distributor master for names.
0:43
The check a reader can makeThat sentence is the only part a business reader can check. Somebody who meant calendar quarters can say so here, before acting on the answer.
0:54
Read fromThen the tables it read, with their health. Both are current and passing their checks, and the answer says so.
1:05
The SQLThe SQL is folded away, one click from anyone who wants it.
1:13
The resultThen the result. Twelve areas, Coimbatore first at twenty-five percent, then Jaipur and Hyderabad.
1:21
Follow-upsAnd questions that follow from it, one click each.
Carrying the thread
1:27
Carrying the thread. A follow-up, a chart and a why.
1:32
Carried forwardThe follow-up takes the twelve areas from the previous answer and averages satisfaction over the same quarter. The restatement says so.
1:41
A warningThis one reads the feedback table, which is failing three checks. The query is correct; what it counted may not be, and the answer says that in words.
1:54
Coimbatore againCoimbatore and Kochi lead at 4.4 out of 5. Worth knowing, and worth checking once the feedback table is healthy.
2:04
A chartAsked for a line, Echo draws one: Coimbatore's monthly revenue for twelve months, in lakh.
2:11
AnnotatedThe step in January is annotated: a new area sales manager started. Without the note, everybody invents their own reason.
2:21
WhyWhy the jump in January? A reasoning answer has no grid. It still starts with what Echo looked at.
2:31
Weighed, not assertedThree things lined up, and Echo ranks them: the new manager is the weakest claim and the easiest to believe. Retailers billed is the one to verify.
What Echo may read
2:43
What Echo may read. Scope and threads, on either side.
2:49
ScopeScope is what Echo is allowed to read for the next question. It is a control, not a log.
3:00
Five kindsGoverned tables, dashboard definitions, alert rules, time windows and saved filters, each tagged by kind.
3:08
Add a sourceAdding receivables lets the next question read what distributors owe. Echo can only read what Scope lists, and says so under the question box.
3:27
ThreadsOn the left, past conversations. Two are pinned: why AquaPro 2.0 scores so low, and the Business pulse for August.
3:35
RecentRecent threads include marketplace returns, ageing channel stock and the West billing drop.
Answer, or refuse
3:44
Answer, or refuse. A new thread, from the prompt library.
3:53
A new threadA new thread opens on the prompt library, grouped by what people usually ask: performance, service, receivables, customers, channel stock, anomalies.
4:06
AnsweredOverdue distributors, from the receivables table. It is current, so Echo answers.
4:13
The WestFour of the five are in the West, and two are over their credit limit.
4:28
UnderstoodEcho still says what it would have done: days of cover by category from the channel stock table, against the thirty-day target.
4:38
RefusedThen it declines. The table last refreshed nine days ago, and an answer built on it would look current and would not be.
4:48
The argumentAn answer nobody can check is worth less than no answer. That refusal is the product working, not failing.
5:03
Refused againSatisfaction below 4.0 is refused too: the feedback table is four days old, because the survey drop broke.
5:11
One ruleBoth refusals follow the same rule: a table two or more days old is not answered from. The question, the restatement and the scope are all kept, ready to ask again.
Fix, and ask again
5:25
Fix, and ask again. Two repairs in Data, two answers in Echo.
5:30
In Antvia DataBoth refusals point at connectors in Antvia Data: the channel stock portal and the survey drop. Repair both.
5:42
Channel stock firstThe channel stock feed re-runs with the fresh key: connect, extract, land, rebuild, check, publish.
5:54
Then the survey dropThen the survey file drop, four days without a file. The same six stages, ending in the quality gates.
6:03
Both currentBoth tables are current again. Nothing in Echo has been touched yet.
6:17
CurrentThe same question, and this time every table behind it is current and passing its checks.
6:25
Same restatementThe restatement is the one Echo gave when it refused. Only the health of the table behind it changed.
6:35
AnsweredAir coolers and fans hold most of the excess. Purifiers are twelve days short, which is where the festive build should go first.
6:52
Answered tooAnd satisfaction below 4.0: AquaPro 2.0 at 3.2, with most low scores about the installation.
6:59
Nothing told EchoEcho was not told about the repairs. It asked the platform whether the tables were current, as it does before every answer.