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.

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GENERATE A BRIEF

Run the agent

Generated autonomously, Mon 14 Sep 2026, 7:02am (Sydney time).

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RUN STATUS

Run #496

COMPLETE Focus: all segments 4 in / 1647 out tokens $0.0409 spent
Live trace
I'll gather all the data needed before writing the brief. Let me start with flagged accounts and at-risk accounts simultaneously.
→ 0 items
→ 10 items
Ten at-risk accounts returned. No flagged accounts at this time. Now let me pull health details, usage trends, and recent feedback for the top four highest-risk accounts simultaneously.
→ keys: name, health, usage_trend_pct
→ 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
→ keys: name, usage_trend_pct
→ 3 items
→ 3 items
→ 3 items
→ 3 items
All data collected. Pelham Retail Solutions shows positive feedback (recent fixes landed well) despite a health score of 45 and -25% usage trend — worth noting but the top 3 critical risks are clearly…
03
MONDAY BRIEF

The brief

Monday Risk Brief

Week of 14 September 2026 | All Segments | Prepared for Chief Customer Officer


Flagged Accounts

No accounts are currently carrying an open review flag.


Top 3 Highest-Risk Accounts

1. Halberd Financial Group — Health 31, usage down 32%. All three recent feedback items are negative and the account has named two competitors — Perch AI and Coriolis — and is booked into a Coriolis demo this week.

2. Bridgeway Logistics Partners — Health 42, usage down 19%. Active support frustration over 48-hour response times and unresolved webhook delays, with an explicit reference to evaluating Coriolis on the integration side.

3. Nook & Bolt Technologies — Health 40, usage down 17%. Three concurrent product pain points (reporting depth, Fetch Radar metric reliability, webhook delivery) with slow support resolution, and early-stage competitor comparison against Waypoint Analytics (a competitor).


Talking Points for the CCO's Team

1. Halberd Financial Group is days, not weeks, from churning.
The account is in an active competitor demo this week. The grievances are specific and long-standing: Fetch Radar false positives every day for a month, a broken Fetch Flow data export across three billing cycles, and a failed onboarding into Fetch Flow. A generic check-in will not be enough — a senior escalation owner with a concrete resolution plan needs to be on a call before that Coriolis demo takes place.

2. Fetch Link webhook reliability and Fetch Radar accuracy are systemic issues, not isolated complaints.
Bridgeway Logistics Partners and Nook & Bolt Technologies both independently report degraded webhook delivery and noisy anomaly detection. Pelham Retail Solutions raised both issues previously and stabilised only after direct product fixes. The same root causes are resurfacing; this is not account-level noise.

3. Pelham Retail Solutions is a stabilisation success story, but the health score (45) and usage trend (-25%) have not recovered.
Customer sentiment is now positive following recent fixes. The risk is that reduced usage has become habitual. A targeted re-engagement or adoption play could recover this account before the low usage metric alone triggers an unnecessary escalation cycle.


Recommended Actions

Priority Account Action Owner Timing
Critical Halberd Financial Group Executive sponsor to contact before the Coriolis demo this week; bring engineering lead to address export pipeline and Fetch Radar false-alert issues with a dated fix commitment CS Director + Engineering By Wednesday 16 Sep
High Bridgeway Logistics Partners Assign a named escalation owner; provide a written timeline on Fetch Link webhook fix; upgrade SLA response to same-day for this account CS Manager By Tuesday 15 Sep
High Nook & Bolt Technologies Schedule a structured product review call covering reporting drill-down, Fetch Radar metric definitions, and webhook reliability; loop in Support lead given ticket handling complaints CSM + Support Lead This week
Medium Pelham Retail Solutions Conduct a proactive adoption review call; identify which workflows are underused since the fix and propose a 30-day re-engagement plan CSM By Friday 18 Sep
Ongoing Engineering / Product Investigate Fetch Link webhook delivery and Fetch Radar false-positive rate as platform-level issues given multi-account pattern Engineering Immediate
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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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