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 2 Nov 2026, 7:02am (Sydney time).

02
RUN STATUS

Run #727

COMPLETE Focus: all segments 4 in / 1620 out tokens $0.0387 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 lowest-scoring accounts simultaneously.
→ keys: name, health, usage_trend_pct
→ keys: name, health, usage_trend_pct
→ keys: name, health, usage_trend_pct
→ keys: name, usage_trend_pct
→ keys: name, usage_trend_pct
→ keys: name, usage_trend_pct
→ 3 items
→ 3 items
→ 3 items
All data collected. Producing the brief now.
03
MONDAY BRIEF

The brief

Monday Risk Brief

Week of 2 November 2026 | All Segments | Prepared for Chief Customer Officer


Top 3 Highest-Risk Accounts

1. Meridian Consolidated Holdings — Health 30 | Usage -31%
The steepest health score and usage decline in the portfolio, compounded by three consecutive negative feedback themes: a failed enterprise onboarding, a four-day-old unresolved data export outage blocking a quarterly finance deliverable, and Fetch Radar false-alert fatigue so severe their operations team has stopped acting on alerts. Leadership has already received a demo from competitor Perch AI and renewal is openly in question.

2. Nook & Bolt Technologies — Health 35 | Usage -21%
All three recent feedback submissions are negative, covering webhook instability, broken dashboard reporting with no ETA on resolution, and Fetch Radar false alerts their team has chosen to ignore entirely. The account has explicitly stated cancellation will follow if issues are not resolved by end of month, and competitor Perch AI has been cited as the alternative.

3. Bridgeway Logistics Partners — Health 41 | Usage -23%
Stalled onboarding at week three with an unresponsive onboarding specialist, Fetch Radar forecast accuracy so poor that the planning team has reverted to spreadsheets, and four silent webhook failures this month alone. Two competitors have been cited by name: Perch AI has already run a demo, and competitor Coriolis is actively under evaluation for API reliability.


Three Talking Points for the CCO's Team

1. Fetch Radar false alerts are an active churn accelerator across multiple accounts.
Three of the top three at-risk accounts independently report that their teams have stopped trusting and acting on Radar alerts. This is not isolated feedback — it is a systemic product trust issue that is making it easier for customers to justify switching. The product team needs a specific, dated fix commitment this week.

2. Competitor Perch AI has been demoed at two of the three highest-risk accounts; a third is evaluating competitor Coriolis.
Meridian Consolidated Holdings and Nook & Bolt Technologies have both cited Perch AI as a direct benchmark. Bridgeway Logistics Partners has cited both Perch AI and Coriolis. These accounts are past the passive dissatisfaction stage — they are in active evaluation.

3. Onboarding failure and support unresponsiveness are compounding the risk, not causing it independently.
Both Meridian Consolidated Holdings and Bridgeway Logistics Partners are mid-onboarding and already in crisis. A poor onboarding experience combined with slow or scripted support responses is accelerating distrust before these accounts have fully adopted the platform. There is no retention lever to pull if they churn before value is realized.


Recommended Actions

Priority Account Action Owner
Immediate Meridian Consolidated Holdings Executive escalation call this week; resolve the data export outage before the call or it becomes the only topic. Assign a named technical contact for the Radar false-alert issue with a committed fix date. CSM + Engineering
Immediate Nook & Bolt Technologies Direct CSM outreach today acknowledging the end-of-month cancellation deadline explicitly. Do not send a canned response. Provide a named resolution owner and timeline for webhook instability and dashboard reporting. CSM
Immediate Bridgeway Logistics Partners Replace or actively re-engage the assigned onboarding specialist today. Schedule an executive check-in within 48 hours given active competitor evaluation. Address silent webhook failures as a reliability incident, not a support ticket. CSM + Onboarding Lead
This week Product / Engineering Provide a written timeline for Fetch Radar false-alert remediation that can be shared with customers. The absence of any ETA is the most cited grievance across these accounts. Product
This week Portfolio-wide Run the at-risk list (10 accounts below health score 70) through a cohort review. Radar trust and webhook reliability appear as repeat themes — assess how many other accounts are silently affected before they surface in feedback. CS Leadership

Flags: No accounts are currently carrying a formal review flag in the system. Given the severity of the top three accounts, flag creation for Meridian Consolidated Holdings and Nook & Bolt Technologies should be considered before end of day.

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.