AI for IT Ops

AI for IT Operations

Supercharge IT operations with enterprise-ready AI embedded across risk detection, investigation, and remediation tracking.

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Why is gpt4-prod-eu showing elevated errors?
✓ 1 AI service matched · gpt4-prod-eu: error rate 12.4% · quota 94%
gpt4-prod-eu is at risk based on its recent performance metrics. Three contributing factors:

1. Blocked calls are rising as the content filter stops requests.
2. Error rate is 12.4%, with throttled calls adding to the failures.
3. Quota usage is at 94% of the limit, so more throttling is likely.

Recommended → Review what the content filter is blocking and request a quota increase.
Ask Brite about your Microsoft cloud environment…
Overview

What is AI for IT Ops?

AI for IT Ops is the practice of using artificial intelligence to get more from IT operations. It helps teams identify issues, reveal answers, and plan remediation faster, by analysing data from every layer of the stack with AI techniques.

Reduce noise

Evaluate resource issues together by correlating logs, performance, risk and behavior to help surface the likely cause of an issue, not just symptoms, for faster investigation and remediation.

Detect anomalies

Intelligent anomaly detection monitors your Azure stack automatically to proactively identify abnormal patterns and surface issues before they impact service.

Unify your view

Assign and track remediation tasks and simplify cross-team collaboration with contextual notifications in Microsoft Teams and a platform that acts as unified single source of truth.

Proactive Detection

Catch issues early

Surface high-urgency signals over noise using adaptive baselines, connect cross-service symptoms, and cut alert noise.

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TENET: Anomaly Feed

vm-api-prod

Memory utilisation

+210%

critical

aks-cluster-eu

CPU Utilisation

+187%

warning

sql-db-prod

DTU consumption

+92%

warning

storage-westeu

Egress bandwidth

normal

ok

● Baselines built automatically for every connected resource
Related Signals

Likely Cause

App Service Plan S2

CPU throttling · 98% · 14 min

api-gateway-prod

HTTP 503 · 34%

func-orchestrator

Timeout · 8/min

cosmos-db-prod

Queue backlog ×6

frontdoor-eu

Latency +1.8 s

Brite suggests: review App Service Plan scaling and recent traffic
Intelligent Diagnosis

Diagnose root cause faster

AI-powered reasoning helps pinpoint likely root causes rather than surface-level symptoms, so you spend less time on manual investigation.

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Remediation Workflow

Track every issue to resolution

Turn anomalies and findings into tracked remediation tasks with an owner, a due date and an activity log, and ask Brite to investigate any of them. Azure anomalies and M365 signals share the same Remediation board.

Task · Activity Log
HIGH
09:14
Anomaly detected· TENET
09:16
Added to Remediation· a.patel
09:18
Owner and due date set· a.patel
09:40
Due soon (72 h)· TENET
10:05
Marked Completed· j.moore
Mean time to resolve is tracked across completed tasks
Unified Operations: Remediation Board
Task 51
Critical· Due today

AKS node pool memory pressure

In Progress
Task 50
High· Due tomorrow

Entra ID sign-in anomaly detected

Open
Task 49
Medium· Closed

Storage egress spike (westeu)

Completed
Ask Brite on any task for remediation steps
Unified Operations

Empower your teams with AI-driven insights

Improve operational efficiency and decision-making across IT, security, and compliance with rapid event detection, unified data, contextual AI-powered answers and reduced alert noise.

Daily brief

Brief your team daily

Start each day with a digest of what changed in security posture and compliance, delivered to Microsoft Teams at the hour you choose. Every change names the apps, roles, ports, devices and findings behind it, so operations teams know what to review first.

Microsoft Teams: #it-opsDaily brief

At a glance

Two posture drivers moved and one compliance finding started failing.

Security posture

Open management ports: 1 → 2
new: SSH on nsg-prod-web
Non-compliant devices: 3 → 5
new: LT-0412, LT-0877

Compliance

Newly failingEnable Microsoft Defender for SQL
MCP Server

TENET MCP Server

The TENET MCP Server lets your own AI agents and tools, such as Claude Code, Cursor and Microsoft Copilot Studio, query TENET risk data in natural language, with read access limited to the tenants each user can see.

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MCP Connection Map
TENET MCP Server
VS Code / CursorIDE● Connected
Microsoft 365 CopilotCopilot Studio● Connected
Custom AgentYour agent● Connected
n8nAutomation● Connected
MCP protocol · HTTPS · per-user API keys

Transform your IT operations with AI

See how BriteAI can help you uncover hidden risks, focus your efforts, and secure your environment with confidence.

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