Labs Act Autonomous agent

The Monday Brief

An agent that investigates at-risk accounts every week on its own schedule, and writes up what it found.

Early every Monday it checks account health, recent feedback, usage and open flags, decides what matters, and writes a risk brief a CCO can act on. Start a run yourself and watch each step as it happens. Past briefs are kept below.

01
GENERATE A BRIEF

Run the agent

Generated autonomously, Mon 28 Sep 2026, 7:02am (Sydney time).

02
RUN STATUS

Run #562

COMPLETE Focus: all segments 4 in / 1409 out tokens $0.0352 spent
Live trace
I'll start by pulling all at-risk accounts and flagged accounts simultaneously, then dig into the details.
→ 10 items
→ 0 items
Good. No flagged accounts. Now I'll pull health details, usage trends, and recent feedback for the three highest-risk accounts simultaneously.
→ keys: name, health, usage_trend_pct
→ keys: name, health, usage_trend_pct
→ keys: name, health, usage_trend_pct
→ 3 items
→ 3 items
→ 3 items
→ keys: name, usage_trend_pct
→ keys: name, usage_trend_pct
→ keys: name, usage_trend_pct
All data collected. Here is the brief.
03
MONDAY BRIEF

The brief

Monday Risk Brief

Week of 28 September 2026 | All Segments | Prepared for Chief Customer Officer

No accounts are currently carrying an open review flag in the system.


Top 3 Highest-Risk Accounts

1. Bridgeway Logistics Partners — Health 26/100; usage down 27%. Three consecutive negative feedback themes — integration failure on Fetch Link, dashboard latency on Fetch Flow, and degrading AI accuracy on Fetch Radar — signal broad product dissatisfaction across their ops and planning teams.

2. Nook & Bolt Technologies — Health 29/100; usage down 21%. The account has explicitly stated "do not renew us unless someone calls this week" and confirmed they are actively migrating to competitor Perch AI after unresolved Fetch Radar false-alert escalations and six weeks of incomplete onboarding.

3. Halberd Financial Group — Health 44/100; usage down 21%. Three-week-old unresolved support ticket on Fetch Radar, Fetch Link webhook drops, and stalled Fetch Flow export requests; the account has begun internal discussions about switching, citing competitor Perch AI's integration reliability as the benchmark.


Talking Points for the CCO's Team

1. Fetch Radar's anomaly detection is a shared breaking point across all three accounts. False alerts, missed real anomalies, and broken sensitivity controls are cited by Bridgeway Logistics Partners, Nook & Bolt Technologies, and Halberd Financial Group independently. This is a product credibility issue, not a one-off support issue.

2. Nook & Bolt Technologies is beyond passive churn risk — it is an active defection in progress. The account named competitor Perch AI, confirmed a trial, and set a hard deadline for executive contact. Every day without a call this week increases the probability this becomes a confirmed churn.

3. Support resolution failures are amplifying product frustration at Halberd Financial Group. A three-week-old ticket with two canned responses on a mission-critical feature (anomaly alerting for a financial firm) is a compounding liability. The account's reference to competitor Perch AI suggests they are already benchmarking alternatives.


Recommended Actions

Priority Account Action Owner Deadline
Immediate Nook & Bolt Technologies Executive or senior CSM call this week — account has set this as a hard condition for renewal consideration. Bring a concrete fix timeline for Fetch Radar and a dedicated onboarding resource. CCO / VP CS Wednesday 30 September
Immediate Bridgeway Logistics Partners Assign an integration engineer to the Fetch Link field-mapping issue and provide a written resolution plan. Address dashboard latency and Fetch Radar accuracy in the same communication to signal you have visibility across all three pain points. CSM + Engineering This week
Urgent Halberd Financial Group Escalate the three-week-old Fetch Radar ticket to a named engineer and provide a daily status update until resolved. Separately, acknowledge the Fetch Flow export gap with a roadmap commitment or interim workaround. Support Lead + CSM Thursday 1 October
Standing Product Fetch Radar false-alert and sensitivity issues are appearing in all three accounts. Prioritise a product review and circulate a timeline to CS by end of this week so CSMs have something concrete to offer in client conversations. Product Lead Friday 2 October
04
05
CALL THE BRIEF

Get up to speed via voice mode

The same brief, read aloud. Front Desk fetches this week's run and summarises it in a sentence or two, then takes follow-up questions on it, so you can ask what is driving a number instead of scrolling back for it.

Your browser will ask for microphone access. Calls are capped at 5 minutes.