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 5 Oct 2026, 7:02am (Sydney time).

02
RUN STATUS

Run #595

COMPLETE Focus: all segments 4 in / 1390 out tokens $0.0351 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
No flagged accounts. Now I'll pull health details, usage trends, and recent feedback for the top 3 highest-risk 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. Composing the brief now.
03
MONDAY BRIEF

The brief

Monday Risk Brief — All Segments

Week of 5 October 2026 | All Segments | Prepared for Chief Customer Officer


Flagged Accounts

No accounts are currently carrying open review flags in the system.


Top 3 Highest-Risk Accounts

1. Nook & Bolt Technologies — Health score 24, usage down 27%; all three recent feedback verbatims are strongly negative, the account has begun a trial with competitor Coriolis, and is actively evaluating competitor Waypoint Analytics — churn is imminent without immediate intervention this week.

2. Bridgeway Logistics Partners — Health score 40, usage down 24%; despite recent positive feedback indicating prior issues were resolved, the sharp usage decline signals the improvements have not yet converted to re-engagement, and the account previously had competitor Coriolis and competitor Waypoint Analytics on its shortlist.

3. Halberd Financial Group — Health score 44, usage down 21%; three open complaints across support, reporting, and webhook reliability with no resolution, and the account is in active internal conversations about switching to competitor Perch AI.


Three Talking Points for the CCO's Team

1. Webhook and integration reliability is the single most cited churn driver across the top risks.
Both Nook & Bolt Technologies and Halberd Financial Group have documented intermittent Fetch Link webhook failures with no engineering ETA in sight. This is not a perception problem — logs have been submitted and escalations raised. Engineering must provide a concrete resolution timeline before either account's next touchpoint.

2. Nook & Bolt Technologies is the most urgent account in the portfolio and is already in a competitor trial.
With a health score of 24 and usage down 27%, this account has turned off its alerting, lost confidence in reporting dashboards, and has named Coriolis (competitor) and Waypoint Analytics (competitor) explicitly. A CSM escalation without executive involvement is insufficient at this stage.

3. Bridgeway Logistics Partners is a recovery story that is stalling.
Feedback is positive — the team resolved the issues — but a 24% usage decline says customers have not returned to the product. The gap between resolved tickets and actual re-adoption needs to close. This account needs proactive outreach to drive re-engagement, not passive monitoring.


Recommended Actions

Priority Account Action Owner Timing
1 Nook & Bolt Technologies Executive-level call this week; bring an engineering lead with a dated fix commitment for Fetch Link webhooks and alerting configuration. Frame against the active Coriolis trial. CCO + Engineering By Wednesday
2 Halberd Financial Group CSM to escalate the three-week-old Fetch Radar ticket to engineering priority; deliver a written resolution plan and schedule a review call with the client's finance and dev leads. CSM + Engineering By Thursday
3 Bridgeway Logistics Partners CSM to schedule a re-engagement session — showcase the resolved performance improvements and co-build a 30-day adoption plan. Do not wait for the account to report further decline. CSM This week
4 All three accounts Confirm no open review flags are warranted given the severity of the above; re-run flagged accounts check after executive calls conclude. CS Ops End of week
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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.

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