The console.
Sample data. Every figure is fictional.
Every page is behind the sidebar. Open a system from a star, a row or a card, and come back from the breadcrumb.
Overview
2 critical1 warning3 healthy6 systems, 18 agents
Estate
- Bigger stars hold more agents
- Brighter stars ran more this week
- Critical
- Warning
Priority actions
Supply chain agentsReliability
Turn retry on for the OpenAI step
1 in 25 runs fails there. 3 of 4 failed calls succeeded on retry.
1 in 25 runs recovered
OpenAI SDR agentsEU AI Act 14
Add an approval step before outreach sends
Lead details reach OpenAI with no human check.
Closes 1 finding
OpenCustomer support agentsCost
Move reply drafting to Gemini 3.8 Flash
38 of 40 sampled replies matched GPT-6 Astra. 13 times cheaper per token.
Save £1,140 a month, £13,700 a year
Open
Explainability
41 explained events this week38 with a root cause3 with no reason recorded
- Trace
Call OpenAI failed on 13 runs
Because the provider returned rate-limit errors for 40 minutes. Not a prompt change. Inferred
Score the CV sent candidate details to OpenAI
Because no reason recorded. The agent does not state why the scoring step chose the external model. Not recorded
Invoice matching held line 12 instead of posting
Because the supplier name on the purchase order did not match the invoice, and the agent is told never to guess on a name. Agent stated
Failure causes
- Prompt injection: an input carried instructions aimed at the model. Flagged as a security cause. Nothing acted on it.
- Unclassified: the error text matched no known cause. 62 to review.
Finance
Projected £11,979 by 30 September, ▲ 37% against last month. Three cost recommendations would save £2,090 a month.
Compliance
of 100
- 31 passing
- 3 failing
- 1 warning
- ISO 42001 · UK GDPR · EU AI Act
- Supply chain agents · API key written into an agentISO 42001
- Hiring agents · Candidate data to an external model, no human checkEU AI Act 14
Security
- 2 credentials at risk1 written into a node, 1 shared by 3 systems
- 4 connections leave your cloudAll to OpenAI · 1 carries an open finding
- 1 instruction aimed at the readerMarketing agents · nothing acted on it
- Redaction on every stored payload0 raw payloads in the database
Systems
| System | Status | Agents | Runs this week | Success rate | Average duration | Spend, month to date | Open issues |
|---|---|---|---|---|---|---|---|
| Supply chain agents | StatusCritical | Agents4 | Runs this week17,940 | Success rate95.6% | Average duration4.1 s | Spend, month to date£3,180 | Open issues2 |
| Customer support agents | StatusHealthy | Agents3 | Runs this week24,600 | Success rate99.4% | Average duration1.2 s | Spend, month to date£2,510 | Open issues0 |
| AI SDR agents | StatusHealthy | Agents4 | Runs this week8,400 | Success rate99.1% | Average duration2.8 s | Spend, month to date£2,180 | Open issues0 |
| Finance ops agents | StatusHealthy | Agents2 | Runs this week5,200 | Success rate99.8% | Average duration0.9 s | Spend, month to date£1,090 | Open issues0 |
| Marketing agents | StatusCritical | Agents3 | Runs this week1,180 | Success rate97.2% | Average duration3.3 s | Spend, month to date£501 | Open issues1 |
| Hiring agents | StatusWarning | Agents2 | Runs this week260 | Success rate96.9% | Average duration6.0 s | Spend, month to date£122 | Open issues2 |