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

02
RUN STATUS

Run #529

COMPLETE Focus: all segments 4 in / 1491 out tokens $0.0364 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 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. Here is the brief.
03
MONDAY BRIEF

The brief

Monday Risk Brief — All Segments

Week of 21 September 2026 | All Segments | Prepared for Chief Customer Officer


Flagged Accounts

No accounts are currently carrying open review flags.


3 Highest-Risk Accounts

1. Nook & Bolt Technologies — Health 33 | Usage -22%
The lowest health score in the portfolio. The contact has explicitly stated they are escalating to their CFO this week and will churn without a call. They are actively evaluating competitor Coriolis, citing two missed anomaly detection alerts and a 22% renewal price increase on top of unresolved webhook and dashboard issues.

2. Halberd Financial Group — Health 41 | Usage -27%
The steepest usage decline across all at-risk accounts (-27%), despite recent positive feedback. Their CFO had already begun a trial with competitor Waypoint Analytics, and a compliance issue drove a demo with competitor Perch AI. The product fixes appear to have held the account for now, but the usage signal says retention is not yet secure.

3. Bridgeway Logistics Partners — Health 42 | Usage -19%
Renewed earlier this year but is now questioning value at their new, higher price tier. Three compounding issues — a 48-hour support response on a data export failure, Fetch Link webhook delays of 10-15 minutes causing warehouse sync failures, and noisy Fetch Radar anomaly detection — have prompted the team to begin looking at competitor Coriolis's integration offering.


Three Talking Points for the CCO's Team

1. Nook & Bolt Technologies is a this-week decision.
The customer contact has set their own deadline: a call this week or they begin formal exit steps. The renewal quote going out at +22% while core product issues remain open is the immediate accelerant. This cannot be managed through standard CS channels alone — it requires executive involvement and a concrete remediation commitment before Friday.

2. A usage decline of -27% at Halberd Financial Group is not resolved by positive feedback.
The recent fixes to dashboards and SSO provisioning have produced goodwill, but usage has continued to fall sharply. The account had active competitor trials running as recently as this period. Without evidence that usage is recovering, the positive sentiment should be treated as a temporary stabiliser, not a retention signal.

3. Two of the top three accounts are naming Coriolis as an alternative.
Both Nook & Bolt Technologies and Bridgeway Logistics Partners have referenced Coriolis specifically in the context of integration reliability and anomaly detection. This is a pattern worth tracking — if Coriolis is gaining ground on integration quality, that is a product positioning issue as much as a CS issue.


Recommended Actions

Priority Account Action Owner Deadline
Critical Nook & Bolt Technologies Executive-led call this week. Bring a concrete fix timeline for webhooks and dashboard issues, and a commercial position on the renewal quote. CCO + Account Executive Friday 25 Sep
High Halberd Financial Group Schedule a business review focused on usage — identify which teams have disengaged and why. Do not rely on positive feedback as a proxy for health. CSM lead Week of 28 Sep
High Bridgeway Logistics Partners Provide a firm engineering timeline on Fetch Link webhook delays and recalibrate Fetch Radar anomaly sensitivity for freight/seasonal workloads. Pair with a support SLA review given the 48-hour response miss. CSM + Support lead Week of 28 Sep
Monitoring All at-risk accounts 7 remaining accounts (health 47-68) to be triaged by CSMs this week. Pelham Retail Solutions (health 47) is the next priority if capacity allows. CS team Rolling
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.

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