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 24 Aug 2026, 7:02am (Sydney time).

02
RUN STATUS

Run #397

COMPLETE Focus: all segments 4 in / 1467 out tokens $0.0361 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 let me pull health details, usage trends, and recent feedback for the top three 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. Compiling the brief now.
03
MONDAY BRIEF

The brief

Monday Risk Brief

Week of 24 August 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 34, usage down 21%
Three months post-contract, onboarding is unresolved, Fetch Radar false alerts have caused the team to ignore all alerts (including a real revenue dip), and four open webhook tickets have received only boilerplate responses. The account is actively evaluating competitor Perch AI.

2. Pelham Retail Solutions — Health 40, usage down 24%
The steepest usage decline of any account in the portfolio. A three-week-old Fetch Link SSO provisioning failure remains unresolved, dashboard load times have degraded to 20–30 seconds, and value-for-money concern is now explicitly factoring into renewal conversations.

3. Nook & Bolt Technologies — Health 41, usage down 16%
Daily Fetch Radar false alerts are pulling on-call staff into phantom incidents; dropped Fetch Link webhook events are disrupting their fulfillment system. The account has formally begun evaluating competitors Coriolis and Perch AI and has set an explicit two-week deadline before cancellation.


Three Talking Points for the CCO's Team

1. Fetch Radar false-alert quality is an active churn driver across multiple accounts.
Both Halberd Financial Group and Nook & Bolt Technologies cite Fetch Radar's anomaly detection accuracy as a primary reason they are now evaluating competitors. This is not isolated — treat it as a product-level signal requiring immediate coordination with engineering and product.

2. Fetch Link webhook reliability is unresolved and escalating.
Halberd Financial Group and Nook & Bolt Technologies both have open, multi-week webhook failures that have received only canned support responses. Pelham Retail Solutions has an unresolved Fetch Link SSO provisioning issue in the same pattern. Support's first-reply-then-silence behaviour is accelerating distrust.

3. All three accounts are in or approaching renewal risk territory, and competitors are named.
Perch AI is named by both Halberd Financial Group and Nook & Bolt Technologies; Coriolis is named by Nook & Bolt Technologies. These are not vague dissatisfaction signals — active evaluations are underway. Time to intervention is short, particularly for Nook & Bolt Technologies given their stated two-week window.


Recommended Actions

Priority Account Action Owner
Immediate Nook & Bolt Technologies Executive outreach today. Acknowledge the two-week deadline explicitly. Assign a named technical owner to the webhook and Fetch Radar issues — no more canned responses. CSM + VP Engineering
Immediate Halberd Financial Group Escalate all four open webhook tickets to a senior engineer now. Separately, schedule a Fetch Radar accuracy review with the account — address the false-alert issue with a concrete remediation plan before they progress further with Perch AI. CSM + Support Lead
This week Pelham Retail Solutions Assign a senior engineer to the Fetch Link SSO provisioning failure with a committed resolution date. Provide the account a direct technical contact, not a queue. Also get engineering to investigate the dashboard load time regression — 20–30 second renders are a reliability issue, not a user complaint. CSM + Engineering
Structural All accounts Review Fetch Radar alert sensitivity defaults and fast-track guidance documentation. Review support escalation paths — the pattern of first reply then silence is appearing across all three accounts and will recur without a process change. Product + Support Operations
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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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