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 7 Sep 2026, 7:02am (Sydney time).

02
RUN STATUS

Run #463

COMPLETE Focus: all segments 4 in / 1433 out tokens $0.0354 spent
Live trace
I'll start by pulling flagged accounts and at-risk accounts simultaneously, then dig into each identified account in parallel.
→ 0 items
→ 10 items
Ten at-risk accounts identified. I'll now pull health details, usage trends, and recent feedback for the three most critical accounts (health scores 28, 37, 40) all at once.
→ 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. Now composing the brief.
03
MONDAY BRIEF

The brief

Monday Risk Brief — All Segments

Week of 7 September 2026 | All Segments | Prepared for Chief Customer Officer


Flagged Accounts

No accounts are currently carrying open review flags.


Top 3 Highest-Risk Accounts

1. Halberd Financial Group — Health score 28, usage down 23%, with an active competitor (Perch AI) given a 48-hour ultimatum by the account after a month-long Fetch Link API outage and unresolved onboarding and reporting failures.

2. Pelham Retail Solutions — Health score 37, usage down 28% (the steepest decline across all accounts), driven by repeated Fetch Link integration outages, broken anomaly detection in Fetch Radar, and the account actively evaluating competitor Coriolis.

3. Nook & Bolt Technologies — Health score 40, usage down 17%, with the account comparing Fetch Flow's reporting unfavourably against competitor Waypoint Analytics and experiencing Fetch Link webhook reliability issues affecting near-real-time data syncs.


Three Talking Points for the CCO's Team

1. API and integration reliability is the common thread across all three accounts.
All three top-risk accounts cite Fetch Link webhook failures or integration instability as a core grievance. This is not isolated account noise — it is a platform-level signal that warrants an immediate engineering review. Halberd Financial Group and Pelham Retail Solutions are already referencing named competitors partly on this basis.

2. Two accounts have named competitors and set short decision windows.
Halberd Financial Group gave a 48-hour deadline before potentially moving to Perch AI. Pelham Retail Solutions is in active evaluation of Coriolis. These are not passive dissatisfaction signals — they are late-stage churn indicators requiring executive-level engagement this week, not standard CSM follow-up cadence.

3. Support responsiveness is accelerating dissatisfaction across all three accounts.
Each account cited slow, generic, or unescalated support responses as a compounding frustration on top of product issues. Customers are losing trust not just in the product but in the team's ability to respond. Escalation protocols are not functioning as intended.


Recommended Actions

  • Halberd Financial Group (immediate, this week): Executive sponsor to contact the account today given the 48-hour window stated in their feedback. Assign a dedicated engineer to the ERP integration issue and provide a specific resolution timeline — not assurances. Simultaneously, open a war-room ticket on the Fetch Flow reporting data accuracy issue raised three weeks ago with no resolution.

  • Pelham Retail Solutions (immediate, this week): Escalate to account executive level. Provide a written SLA commitment for Fetch Link's third-party integrations and a concrete fix date for Fetch Radar's false-alert issue. The 28% usage decline is the largest in the at-risk cohort — this account is likely in the final stages before a formal churn decision.

  • Nook & Bolt Technologies (this week): Schedule a product review call focused on Fetch Flow reporting capabilities and a technical session on Fetch Link webhook reliability. The account has not made a decision yet — there is still time to close the gap on the Waypoint Analytics comparison if action is taken promptly.

  • Platform-level: Flag the Fetch Link webhook and API reliability pattern to the VP of Engineering today. Three of the three highest-risk accounts cite it independently. A cross-account incident review is warranted before this surfaces in additional renewals.

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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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