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Secure AI Teammates

Secure AI teammates for infrastructure operations.

DORA turns recurring alerts, diagnostics, runbooks, and escalations into AI-executed workflows across your existing stack. Reduce human touches per task while keeping engineers in control.

Operate at higher throughput without scaling headcount linearly.

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Database AdministratorsSystems AdministratorsNOC AgentsSite Reliability EngineersDevOps EngineersPlatform Operations EngineersCloud Operations EngineersSecurity Operations EngineersQA EngineersDatabase AdministratorsSystems AdministratorsNOC AgentsSite Reliability EngineersDevOps EngineersPlatform Operations EngineersCloud Operations EngineersSecurity Operations EngineersQA Engineers

The problem

Operations still scale through human execution.

Every alert needs triage.

Every runbook needs execution.

Every incident needs context.

Every escalation needs evidence.

Every routine fix needs verification.

As infrastructure grows, teams add headcount or push more repeat work to senior engineers. That model breaks.

Ops headcount requiredWorkload

10 customers

100 customers

Alerts ×3Runbooks ×4

1,000 customers

Alerts ×12Runbooks ×18Incidents ×9

Bottleneck

Every new customer adds operational work.

Full-stack operations

Powering every step of your operations workflow — from first alert to verified resolution.

Trust & control

Built for production environments.

Scoped access

DORA only operates within approved systems, roles, and permissions.

Human approval paths

High-risk actions route to humans before execution.

Audit-ready history

Every action, decision, escalation, and override is logged.

Gradual trust model

Start read-only. Move to approval-based workflows. Automate bounded tasks when ready.

Measure the work removed from the queue.

Track what matters after deployment.

Efficiency30D
-68%
11 touches3.5 touches

Human touches per workflow

Manual steps each workflow requires before and after DORA.

Median across all workflows

Autonomy30D
87%
31% auto87% auto

Autonomous resolution rate

Incidents resolved without human intervention.

Known-pattern incidents only

Speed7D
4.2s
22 min4.2 sec

Time to triage

From alert fired to root cause identified.

P50 across all alert types

Quality30D
92%
38% complete92% complete

Escalation quality

Context completeness when an exception reaches a human.

Rated by receiving engineer

Capacity30D
+14h
4h returned14h returned

Engineering hours returned

Time reclaimed from recurring ops work per engineer per week.

Per engineer · per week

Scale90D
4.7×
45 wf/eng212 wf/eng

Throughput per operator

Workflows handled per engineer — the core efficiency signal.

Workflows per engineer

Efficiency30D
-68%
11 touches3.5 touches

Human touches per workflow

Manual steps each workflow requires before and after DORA.

Median across all workflows

Autonomy30D
87%
31% auto87% auto

Autonomous resolution rate

Incidents resolved without human intervention.

Known-pattern incidents only

Speed7D
4.2s
22 min4.2 sec

Time to triage

From alert fired to root cause identified.

P50 across all alert types

Quality30D
92%
38% complete92% complete

Escalation quality

Context completeness when an exception reaches a human.

Rated by receiving engineer

Capacity30D
+14h
4h returned14h returned

Engineering hours returned

Time reclaimed from recurring ops work per engineer per week.

Per engineer · per week

Scale90D
4.7×
45 wf/eng212 wf/eng

Throughput per operator

Workflows handled per engineer — the core efficiency signal.

Workflows per engineer

Efficiency30D
-68%
11 touches3.5 touches

Human touches per workflow

Manual steps each workflow requires before and after DORA.

Median across all workflows

Autonomy30D
87%
31% auto87% auto

Autonomous resolution rate

Incidents resolved without human intervention.

Known-pattern incidents only

Speed7D
4.2s
22 min4.2 sec

Time to triage

From alert fired to root cause identified.

P50 across all alert types

Quality30D
92%
38% complete92% complete

Escalation quality

Context completeness when an exception reaches a human.

Rated by receiving engineer

Capacity30D
+14h
4h returned14h returned

Engineering hours returned

Time reclaimed from recurring ops work per engineer per week.

Per engineer · per week

Scale90D
4.7×
45 wf/eng212 wf/eng

Throughput per operator

Workflows handled per engineer — the core efficiency signal.

Workflows per engineer

Take recurring work out of the human queue.

Map one operational workflow. Deploy one secure AI teammate. Measure the human touches removed.

DORA builds secure AI teammates that reduce human touches across recurring infrastructure operations — from alert triage to incident resolution.

© 2026 DORA ResearchSecure AI teammates for infrastructure operations