Managed AI operations · powered by Elitery

Elitery watches your
AI agents so you don't have to.

muster is Elitery's managed AI operations service. We discover every AI agent in your organisation, monitor their accuracy and cost, and alert you when something goes wrong — so your team stays focused on building, not babysitting.

14-day free trial · no credit card · managed by Elitery

elitery / muster · discovery scan
● live
You declared
8
muster found
23
credit-score-assistantundisclosed
DNS_QUERCRITICAL
fraud-detection-agent
MANUALHIGH
invoice-processor-v2
GIT_SCANHIGH
n8n-credit-automationundisclosed
N8NHIGH
loan-recommenderundisclosed
DNS_QUERMEDIUM
15 agents undisclosed · $9,200/mo unattributedView all →
23+
agents found on day one — most undeclared
$9.2k
unattributed monthly spend found
15
risk rules run per agent
5min
to connect — Elitery handles the rest
Risk Classification

Not all agents
carry equal risk.

Muster scores every agent the moment it's registered — framework, ownership, PII exposure, external LLM calls, write access to systems. Each agent gets a score from 0 to 100. Fully transparent: every rule that fired is visible in the dashboard.

  • Writes to external systems: +20 points
  • Contains PII data: +15 points
  • No owner assigned: +10 points
  • AutoGen + code execution: +12 points (highest-risk combination)
  • High framework detection confidence: −5 points
  • Discrepancy between declared and inferred flags: +10 points
credit-score-assistantCRITICAL
83
/ 100 risk score
R01Writes to external systems+20
R02Contains PII data+15
R03External LLM calls+15
R05No owner email assigned+10
R07OpenAI Assistants framework+8
R09Missing description+5
R15Discrepancies detected by probe+10
R14High framework confidence-5
Agent
Sig
arithmetic
decision
vendor_ref
fields
latency
invoice-processor-v2
85%
97%
99%
98%
96%
contract-review-agent
72%
88%
97%
fraud-detection-agent
100%
97%
96%
100%
vendor-onboarding-v1
doc-summariser-legal
hr-screening-tool
3 agents not yet sending signals — shown greyed
Health Heatmap

Know which agents
are degrading before
your users do.

Your team already knows what a good invoice total looks like, what a valid decision enum is, what an empty response means. The Health Heatmap aggregates those checks — checks you define, checks you own — across every agent, over time. Grey means an agent isn't being tested yet. That's the real risk.

> 95%
70–85%
< 50%
No signals
Cost Tracking

Half your AI spend
is unattributed.

Elitery tracks every agent's token usage, maps it to your departments, and surfaces waste — duplicate agents, unattributed spend, budget overruns. You see the full picture in the cost dashboard. We flag anomalies before your finance team notices.

Department budgets, utilisation bars, duplicate agents wasting combined spend, and AI-generated optimisation recommendations — all in one view.

Cost Dashboard · 30 daysUSD
Unattributed spend
$9,200
50% of total — shadow AI spend
Finance$1,840 / mo
92% of $2,000 budget
Compliance$1,960 / mo
109% of $1,800 budget
Retail Banking$4,600 / mo
76% of $6,000 budget
Risk Management$980 / mo
65% of $1,500 budget
Managed Service

Elitery operates it.
You stay in control.

Muster is deployed on your infrastructure and operated by Elitery as a fully managed service. Your data never leaves your environment.

1
Elitery deploys to your infrastructure
We provision Muster on your AWS, Azure, or on-prem environment. Isolated Postgres, Redis, and API — all under your control.
2
We connect your agent platforms
Elitery configures connectors for n8n, Bedrock, LangChain, Azure AI, and any custom agents — using read-only credentials that never leave your environment.
3
You get weekly reports and alerts
Every Friday, Elitery sends a health summary to your team. Anomalies and cost spikes trigger alerts within 2 business hours.
🏦
Data residency
Your data stays in your chosen region — never on Elitery infrastructure
🔐
Read-only access
Muster never writes to your agent platforms — observation only
📋
Weekly reports
Elitery sends Friday health summaries to your nominated contacts
2-hour SLA
Anomaly alerts delivered within 2 business hours of detection
Integration

Connect once. Elitery does the rest.

Your team adds one HTTP POST to each agent — the same output validation you should already be writing. Elitery monitors every signal across your fleet, tracks trends over time, and contacts you proactively when accuracy drops or costs spike.

# For custom-coded agents — 3 env vars, no code changes
OTEL_EXPORTER_OTLP_ENDPOINT
= https://backend.YOUR-INSTANCE.getmuster.io/api/v1/otel
OTEL_EXPORTER_OTLP_HEADERS
= Authorization=Bearer YOUR_TOKEN
OTEL_EXPORTER_OTLP_PROTOCOL
= http/json
# Or send quality signals for precise business-rule checks:
httpx.post(f".../jobs/{job_id}/quality",
json={"checks": [{"check_id": "subtotal_arithmetic", "passed": ok}]}, timeout=2.0)
🔌
Zero work for your team
Elitery deploys and manages all connectors — n8n, Bedrock, LangChain, Azure AI
🎯
Precise checks via SDK
Add exact business-rule validation for Finance, Legal, and Compliance agents
🔒
Stays in your environment
Credentials never leave your infrastructure — Elitery manages, you own the data
Pricing

Try free, then let Elitery manage it.

Start with a 14-day free trial to see muster in action. When you're ready, Elitery deploys and manages your instance — scanners, monitoring, support, all included.

Trial
Free
14 days
  • Up to 10 agents
  • Manual + CSV agent import
  • n8n, OpenAI, Flowise scanners
  • Risk classification
  • OTel ingestion (3 env vars)
  • Read-only after trial ends
Start free trial
Managed service
Professional
Contact us
per deployment
  • Unlimited agents
  • All cloud scanners — Elitery configures & runs them
  • Weekly health reports from Elitery
  • Proactive anomaly & accuracy alerts
  • Troubleshooting support included
  • Deployed to your infrastructure
  • Elitery manages the platform
  • SLA + dedicated support
Book a demo
Enterprise
Contact us
custom
  • Air-gapped / sovereign deployment
  • Custom SLAs
  • Dedicated Elitery engineer
  • Benchmark network opt-in
  • Custom check library workshops
  • Priority support
Talk to us
Service level

What Elitery commits to

ServiceProfessionalEnterprise
Anomaly alert deliveryWithin 2 business hoursWithin 30 minutes (24/7)
Troubleshooting responseWithin 1 business dayWithin 4 hours
Scanner runsDailyConfigurable (up to hourly)
Weekly health report✓ Email✓ Email + Slack + custom
Monthly review call✓ + dedicated engineer
Business hours coverage09:00–18:00 WIB24/7
Platform uptime SLA99.5%99.9%
Data export on exit

Business hours: 09:00–18:00 WIB, Monday–Friday

Your AI agents, managed by Elitery.

Try muster free for 14 days. Then let Elitery run it — scanners, monitoring, alerting, support, all managed for you.