LIVEAVTR · USE CASES · UC-03
LIVE
Use case 03 · Executive briefing

The business, synthesized every morning.

Every morning — or on demand — a team of research agents reads every system the executive cares about, correlates what matters, and hands over one briefing: what moved, what's at risk, what to decide today. The exec can ask follow-up questions in plain language, and the agents go back and look.

BRIEFING · DAILY 06:00
42 × research agents
One per domain. Revenue, pipeline, support, product, finance, people, risk. Each one reads its sources, writes a section, and hands it to the synthesizer.
RevenueSalesforce · Stripe● ran 06:04
PipelineCRM · Outreach● ran 06:05
SupportZendesk · calls● ran 06:07
ProductAmplitude · GH● ran 06:08
Risklogs · audit● ran 06:09
+ 37 more
FIG.03 — How it works · sources → research agents → synthesis → briefing → executive Live view · 42 agents · briefing ready 06:12
SOURCES
Every system of record
The briefing reads directly from the systems the business already runs — no extract, no stale data, no middleware in the middle.
  • CRM · Salesforce, HubSpot
  • Billing · Stripe, NetSuite
  • Support · Zendesk, call logs
  • Product · Amplitude, GitHub
  • Comms · Slack, email, docs
RESEARCH AGENTS
One agent per domain
A separate agent for each area. Runs in parallel, pulls only what changed, writes a short section with sources.
agents running42
domains covered11
avg runtime2m 18s
sources read1,204
BRIEFING PLAN
What the exec wants to see
A standing outline — the sections, the thresholds, the tone. The exec edits it in plain language; the system rewrites the plan.
Sections
Revenue · risk · people
Thresholds
Flag >5% variance
Length
5-minute read
Tone
Direct, no hedging
SYNTHESIS
The analyst
Takes every section, reconciles conflicts, ranks by materiality, writes the narrative, cites every number back to its source.
Reconciles
Conflicting numbers
Ranks
By impact, not noise
Cites
Every claim, linked
Explains
Why it matters
BRIEFING
One document
Delivered by email, Slack, or in the app. Every number is clickable back to its source. Asks for decisions where decisions are due.
Revenue Pipeline Top risks People moves Product shipped Asks for you Decisions due Cited sources
EXECUTIVE
Reads it. Asks back.
The brief lands at 06:15 local. The exec can ask follow-ups in plain language — "why did churn spike in EMEA?" — and the agents re-run against the live systems.
› why did churn spike in EMEA?
› re-running support + CSM agents…
✓ answered in 41s · 3 new findings
UNIFIED MEMORY
Every prior briefing
What was said yesterday, last month, last quarter. The synthesizer compares against prior briefings to flag drift, regression, or unresolved asks.
briefings312
open asks7
decisions logged1,448
SIGNALS & ALERTS
Between briefings
The agents keep watching. When something material moves — deal lost, outage, exec churn, variance over threshold — the exec gets a one-line alert, not a dashboard.
! ACV down 4.2% MoM — ask: pricing test?
! 3 tier-1 accounts opened support cases today
✓ 12 alerts today · 4 required a decision
01 · reads 02 · synthesizes plan loaded 03 · briefing 04 · delivered 05 · memory feeds synthesis 06 · alerts between briefings
Legend
Research path
The main flow: agents read every source, the synthesizer reconciles and writes the narrative, the briefing is delivered.
Memory & signals
Prior briefings and live alerts loop back in — so today's briefing knows what yesterday's said, and what's moved since.
The briefing
One document, delivered daily. Every number cites its source. Calls out decisions due and unresolved asks from prior days.
Exec in the loop
Ask follow-up questions in plain language. The agents re-run against live systems and answer in seconds, not meetings.
At 06:15 every morning, the executive opens one document that reads the entire business. Every claim cites its source. Every follow-up is answered by agents that go back and look — not by a dashboard that was frozen at midnight.
See it in action →