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

02
RUN STATUS

Run #430

COMPLETE Focus: all segments 4 in / 1489 out tokens $0.0362 spent
Live trace
I'll begin by pulling all the data I need simultaneously — flagged accounts and at-risk accounts across all segments.
→ 0 items
→ 10 items
Ten at-risk accounts returned. Now I'll pull health details, usage trends, and recent feedback for the three most critical accounts (Pelham Retail Solutions, Halberd Financial Group, and Nook & Bolt T…
→ 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 31 August 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. Pelham Retail Solutions — Health 31 | Usage -30%
Three consecutive unresolved technical escalations (data export timeouts above 50k rows, Fetch Link API 503 errors) over the past month, combined with the steepest usage decline in the portfolio, have pushed the account's primary contact to state they are actively evaluating Waypoint Analytics as a replacement and can no longer argue against the switch.

2. Halberd Financial Group — Health 32 | Usage -29%
A broken SSO provisioning issue via Fetch Link has blocked new-hire access for two weeks, finance data pipelines are failing on alternate days due to webhook errors, and the account has explicitly set an end-of-week deadline before escalating to procurement to review the contract — with Waypoint Analytics (a competitor) already in contact.

3. Nook & Bolt Technologies — Health 40 | Usage -17%
Inconsistent Fetch Link webhook delivery (events delayed or dropped), unreliable Fetch Radar metric definitions, and slow support responses have begun eroding confidence; the account has started actively comparing our reporting capability to Waypoint Analytics (a competitor), though no formal decision has been made yet.


Three Talking Points for the CCO's Team

1. Two accounts have named a competitor and are close to a decision.
Pelham Retail Solutions and Halberd Financial Group have both cited Waypoint Analytics by name. Pelham's contact has stated they can no longer advocate for staying; Halberd has set a hard end-of-week deadline. These are not warning signals — they are departure notices in progress.

2. Repeated escalations with no resolution are the common thread.
Across all three accounts, the core complaint is not the technical fault itself but the failure to respond meaningfully after multiple tickets. Pelham escalated four times in one month. Halberd received two non-replies out of three tickets. Nook & Bolt describe support as slow and generic. Support responsiveness is the accelerant driving health scores down.

3. Fetch Link reliability is a systemic issue, not an isolated one.
Webhook failures and API errors appear independently across Pelham Retail Solutions, Halberd Financial Group, and Nook & Bolt Technologies. This warrants an engineering investigation as a platform-level issue, not account-by-account triage.


Recommended Actions

Immediate (this week)

  • Assign a senior CSM or executive sponsor to Halberd Financial Group today. The end-of-week procurement escalation deadline is real. Come to the call with a concrete resolution plan for SSO provisioning, not another ticket reference.
  • Escalate Pelham Retail Solutions' data export timeout issue to engineering as a P1. The four prior escalations without resolution are what drove the competitive evaluation — the account needs a named engineer and a fix date, not another support response.
  • Contact Nook & Bolt Technologies proactively before they formalise any evaluation. Their feedback indicates the decision is not yet made; a credible product roadmap conversation on reporting depth and webhook reliability could retain them.

This week

  • Open a cross-functional Fetch Link reliability incident. Webhook instability is confirmed across at least three accounts; treat it as a platform issue and communicate status to all affected accounts simultaneously.
  • Review support ticket handling for all three accounts. Where generic or non-replies were sent, ensure a senior support lead re-engages directly with a substantive update before end of week.
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.

Your browser will ask for microphone access. Calls are capped at 5 minutes.