Intelligence · the layer that watches with you

Four AI models, one job: catch what a principal would.

You can't sit in every client channel or audit every timesheet. TrackerPlus reads them for you — rating client frustration on each message as it lands and reading the whole channel overnight, ranking the projects drifting toward risk, and scanning the activity log (audit trail) for quiet integrity issues. Four leading AI models cross-check every read, so if the models disagree, that's your signal to look.

4 models in parallel Live + nightly SMS on critical
TrackerPlus / AI Channel Monitoring

AI Channel Monitoring Report

Classifying 3 / 3
Flagged client messages

Each message scored by four models — ranked by severity.

  • ClientRiverside House · 9 Jul · 4:12 pm
    We were expecting the DA set on Friday. Can you confirm where it’s at?
    GPT-5.5 Thinkingcritical

    A committed date was missed; the client is now chasing.

    Claude Opus 4.8critical

    Missed deadline + a direct chase — the relationship is heating.

    Gemini 3.1 Proconcern

    Follow-up on an overdue deliverable; tone still measured.

    Gemini 3.5 Flashconcern

    Chasing a late set — worth a same-day reply.

  • ClientDocklands Fitout · 9 Jul · 11:38 am
    That’s the third time we’ve gone back and forth on this same detail…
    GPT-5.5 Thinkingconcern

    Repetition and friction — the client feels unheard.

    Claude Opus 4.8concern

    Repeated rework on one detail; a cue to close it out.

    Gemini 3.1 Prowatch

    Mild frustration at back-and-forth, not yet escalated.

    Gemini 3.5 Flashwatch

    Some impatience; keep an eye on the thread.

  • ClientCoastal Pavilion · 8 Jul · 5:03 pm
    No worries at all, whenever you get a chance — no rush from us.
    GPT-5.5 Thinkingwatch

    Second soft deferral this week — polite, but cooling.

    Claude Opus 4.8concern

    Reads as disengagement rather than patience.

    Gemini 3.1 Prosafe

    Taken at face value — genuinely relaxed.

    Gemini 3.5 Flashsafe

    Positive, no action needed.

Projects by client frustration

Whole-channel holistic rating (0–100), four models compared.

  • Riverside House #24-018
    #riverside-house · 214 messages
    critical · 86/100
    Claude Opus 4.886primaryGPT-5.5 Thinking82Gemini 3.1 Pro74Gemini 3.5 Flash71

    Client chased the DA set twice this week and the last two replies ran terse. A committed date was missed — the relationship is cooling.

  • Docklands Fitout #24-031
    #docklands-fitout · 168 messages
    high · 58/100
    Claude Opus 4.858primaryGPT-5.5 Thinking54Gemini 3.1 Pro41Gemini 3.5 Flash38

    Repeated back-and-forth on a single detail is wearing thin. No missed dates yet, but the thread is trending warmer.

  • Coastal Pavilion #24-009
    #coastal-pavilion · 96 messages
    medium · 44/100
    Claude Opus 4.844primaryGPT-5.5 Thinking31Gemini 3.1 Pro22Gemini 3.5 Flash18

    A third soft deferral this week. Opus reads disengagement where Flash reads patience — the split is itself the signal.

Every client channel, read by four AI models — ranked by frustration
Four models, one verdict

No single model gets the final word.

Every read is graded by four leading AI models in parallel. You pick which ones compare and which one is primary. When they agree, you can trust the call. When one reads safe and another reads critical, that disagreement is itself worth a second look.

GPT-5.5 Thinking

Deep reasoning over a whole transcript.

Claude Opus 4.8

The default primary — careful reasoning, clear verdicts.

Gemini 3.1 Pro

A strong, independent second opinion.

Gemini 3.5 Flash

Fast, cheap cross-check on every message.

Client-frustration detection

Feel a client cooling before it costs you the job.

It reads each message the instant it lands and fires an owner alert on anything hot. Overnight, it reads the whole channel as one document and scores every project and team leader for frustration — a missed date, a terse reply, a third round on the same detail.

  • Every channel read as each message lands — and in full each night
  • A 0–100 score and a plain-English summary per project
  • Four models cross-check the same channel — if they disagree, that is your signal to look

Owners are reached by Slack and email always — and by SMS the moment a channel turns critical.

TrackerPlus / Project Risk
Riverside House #24-018
Primary model: Claude Opus 4.8 · 214 messages read · analysed 13 Jul 2026, 02:14
Client frustration
critical
86 / 100

Client chased the DA set twice this week and the last two replies ran terse. A committed date was missed and the relationship is cooling — worth a principal picking up the phone.

Claude Opus 4.8 Primary critical · 86/100

A committed DA date slipped and the client is now chasing directly. Two terse replies in a row read as a cooling relationship.

214 messages read · analysed 13 Jul 2026, 02:14
Team-leader breakdown
  • J. Fielding
    71/100led 62% of the chat
    Led the block where the DA date was committed and then missed — most of the friction sits here.
  • A. Nguyen
    48/100led 38% of the chat
    Handled early coordination cleanly; tone only warmed once the deadline was raised.
GPT-5.5 Thinking critical · 82/100

Agrees the missed date is the driver; flags the direct chase as an escalation the studio should answer same-day.

214 messages read · analysed 13 Jul 2026, 02:14
Gemini 3.1 Pro high · 74/100

Reads the thread as high but recoverable — a prompt, dated reply likely resets the tone.

214 messages read · analysed 13 Jul 2026, 02:14
Gemini 3.5 Flash high · 71/100

Lands a tier lower than Opus; the disagreement itself earns the channel a second look.

214 messages read · analysed 13 Jul 2026, 02:14
A project's overall risk, read by all four models
TrackerPlus / Dashboard

Projects At Risk

3 projects ≥ 60

60+
AI last checked13 Jul 2026, 2:14 am · 6 hours ago
The nightly risk sweep, ranked worst-first on the dashboard
Risk radar

The worst project, at the top, every morning.

A nightly pass rates every active project and lands the results on the dashboard, ranked worst-first. The owner opens the studio and reads the hottest channel at a glance — no digging, no waiting for a status meeting to surface the problem.

  • The nightly sweep ranks every active project by risk score
  • Worst first — the hottest channel reads at a glance
  • A freshness stamp shows exactly when the AI last checked
Integrity monitoring

Every anomaly weighed — not just flagged.

A daily scan of the audit trail runs five checks for time-tracking manipulation. Each hit is handed to Claude, which weighs the innocent explanation against the hard-to-explain pattern and returns a verdict — suspicious, benign or inconclusive — in plain English, with the audit trail one click away.

  • Five checks scan the audit trail every day
  • Each hit adjudicated by Claude into a plain-English verdict
  • Owners get the suspicious ones by Slack
TrackerPlus / Integrity

Integrity Findings

Suspicious time-tracking behaviour flagged by the daily scan and assessed by Claude — estimates retro-fitted to logged time, edits to invoiced entries, and similar patterns.

1 high1 medium1 low
highestimate changed after time logged Claude: suspicious13 Jul 2026

Concept estimate raised 40h → 96h after 62% was already logged

The estimate was increased well after most of the hours were booked against it — the budget appears to have been refitted to the time already spent rather than set up front.

Staff: J. Fielding Audit trail →
mediumestimate matches logged hours Claude: inconclusive13 Jul 2026

A non-round 37h estimate equals 37h logged exactly

An unusual exact match between a non-round estimate and the hours logged — worth a look, but a plausible coincidence on a small, well-scoped task.

Staff: A. Nguyen Audit trail →
lowtask created after first entry Claude: benign12 Jul 2026

Task created two hours after its own earliest time entry

The task was back-dated a couple of hours — consistent with a mid-session rename rather than manipulation.

Staff: L. Rossi Audit trail →
Integrity findings, each adjudicated by Claude
0
Models per verdict
0
Point frustration score
0
Integrity checks
0
Escalation channels

See the risk your team can't — in time to fix it.

Turn on frustration detection across multiple AI models, the nightly risk radar and integrity monitoring. Start free — no card required.

Powered byGPT-5.5 Thinking·Claude Opus 4.8·Gemini 3.1 Pro·Gemini 3.5 Flash