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XORA OBSERVE
XORA OBSERVE
XORA OBSERVE

See service health. Understand impact. Prioritize what matters.

See service health. Understand impact. Prioritize what matters.

See service health. Understand impact. Prioritize what matters.

Bring operational signals into service context so teams can understand current health, prioritize events and hand over evidence for investigation.

Bring operational signals into service context so teams can understand current health, prioritize events and hand over evidence for investigation.

Bring operational signals into service context so teams can understand current health, prioritize events and hand over evidence for investigation.

Xora Agentic AI System diagram showing the continuous transformation cycle and modular capabilities: Observe, Resolve, DataOps, Guard, Optimize, Assist
Xora Agentic AI System diagram showing the continuous transformation cycle and modular capabilities: Observe, Resolve, DataOps, Guard, Optimize, Assist
CHALLENGES
CHALLENGES

More alerts do not always mean better operational visibility.

More alerts do not always mean better operational visibility.

When operational signals are spread across monitoring sources, teams still need to assemble context before deciding what matters.

When operational signals are spread across monitoring sources, teams still need to assemble context before deciding what matters.

01
Too many events to review

High event volumes make it difficult to identify which signals need attention first.

01
Too many events to review

High event volumes make it difficult to identify which signals need attention first.

02
Limited service context

Teams need to understand which service may be affected before assessing operational impact.

02
Limited service context

Teams need to understand which service may be affected before assessing operational impact.

03
Manual handoffs

Investigation teams may receive events without the context needed to continue the work.

03
Manual handoffs

Investigation teams may receive events without the context needed to continue the work.

04
Unclear routing

Event priority and routing depend on agreed severity rules, ownership and available information.

04
Unclear routing

Event priority and routing depend on agreed severity rules, ownership and available information.

THE PRODUCT SCOPE
THE PRODUCT SCOPE

From operational signals to investigation context.

From operational signals to investigation context.

01
Telemetry connections and coverage

Connect logs, metrics, traces and events, with visibility into coverage gaps.

01
Telemetry connections and coverage

Connect logs, metrics, traces and events, with visibility into coverage gaps.

02
Service health views

Organize health by service, owner and critical dependency.

02
Service health views

Organize health by service, owner and critical dependency.

03
Event intelligence

Group related events while retaining links to the original signals.

03
Event intelligence

Group related events while retaining links to the original signals.

04
Context based prioritization

Prioritize attention by business impact and agreed routing rules.

04
Context based prioritization

Prioritize attention by business impact and agreed routing rules.

05
Signal exploration and timelines

Inspect source signals and changes across a shared timeline.

05
Signal exploration and timelines

Inspect source signals and changes across a shared timeline.

05
Investigation handoff

Pass service context, evidence and open questions into investigation.

05
Investigation handoff

Pass service context, evidence and open questions into investigation.

Xora Observe

View

PRIMARY RESPONSIBILITY

Make service health visible.

TYPICAL TEAM

IT operations · NOC · Service owners

Xora Resolve

View

PRIMARY RESPONSIBILITY

Investigate with evidence.

TYPICAL TEAM

SRE · Incident response · L2/L3 engineering

Xora Reliability

View

PRIMARY RESPONSIBILITY

Build confidence in resilience.

TYPICAL TEAM

SRE leadership · Resilience · CIO

Xora DLC

View

PRIMARY RESPONSIBILITY

Govern AI-assisted delivery.

TYPICAL TEAM

Engineering · DevSecOps · Application owners

Xora Knowledge

View

PRIMARY RESPONSIBILITY

Put trusted knowledge to work.

TYPICAL TEAM

Knowledge leaders · Business operations · Enterprise AI

Xora DataOps

View

PRIMARY RESPONSIBILITY

Keep critical data flowing.

TYPICAL TEAM

Data engineering · Data owners · CDO

Xora FinOps

View

PRIMARY RESPONSIBILITY

Make cloud spend accountable.

TYPICAL TEAM

FinOps · Cloud platform · Finance

Xora Guard

View

PRIMARY RESPONSIBILITY

Turn risk into reviewed action.

TYPICAL TEAM

Security operations · GRC · CISO

BENEFITS
BENEFITS

Help operations teams focus on the events that matter.

Help operations teams focus on the events that matter.

Improve operational visibility

Review service health and event timelines in a shared context.

Support consistent prioritization

Use agreed rules and service ownership to guide event review.

Prepare better investigations

Provide context that investigation teams can use to continue the work.

Make handoffs measurable

Evaluate source coverage, routing accuracy and handoff completeness against an agreed scope.

A SCOPED FIRST STEP
A SCOPED FIRST STEP

Start with work
you can verify.

Start with work
you can verify.

Start with one critical service and the telemetry sources already in place. Confirm connector coverage during discovery.

Start with one critical service and the telemetry sources already in place. Confirm connector coverage during discovery.

Define the engagement together.

A named use case and accountable owner

Approved data sources and access boundaries

The working environment and integration scope

Acceptance evidence and the review process

A baseline for evaluating the outcome

Put Xora Observe in your business context.

Bring your business context. Let’s define the right first step.

Put Xora Observe in your business context.

Bring your business context. Let’s define the right first step.

Berkeley · Head Office

2120 University Ave, Berkeley,

CA 94704, United States

Ho Chi Minh City · Office

2Bis Nguyen Thi Minh Khai,

Ho Chi Minh City, Vietnam

Da Nang · Agentic AI Factory

Da Nang, Vietnam

©2026 Xora Agentic AI

Berkeley · Head Office

2120 University Ave, Berkeley,

CA 94704, United States

Ho Chi Minh City · Office

2Bis Nguyen Thi Minh Khai,

Ho Chi Minh City, Vietnam

Da Nang · Agentic AI Factory

Da Nang, Vietnam

©2026 Xora Agentic AI

Berkeley · Head Office

2120 University Ave, Berkeley,

CA 94704, United States

Ho Chi Minh City · Office

2Bis Nguyen Thi Minh Khai,

Ho Chi Minh City, Vietnam

Da Nang · Agentic AI Factory

Da Nang, Vietnam

©2026 Xora Agentic AI

©2026 Xora Agentic AI

Enterprise work,
with context and control.

Berkeley · Head Office

2120 University Ave, Berkeley,

CA 94704, United States

Ho Chi Minh City · Office

2Bis Nguyen Thi Minh Khai,

Ho Chi Minh City, Vietnam

Da Nang · Agentic AI Factory

Da Nang, Vietnam