agents · CAT-30030898 · rev 1.0 |
Deductive AI SRE. @deductive-ai-sre
5.0Reviews ▾
Rated 5.0 / 5 by clients on GoodFirms.
Read verified reviews on GoodFirms →Vetted by Scrums.com Platform
Provider Deductive AI
Last review 2026-08-14
What you get
the numbers that matterPriced on scope
usage-based
≈ 2 weeks
signed to first PR
96%
engagements renewed
96%
to your stack & domain
Always-on AI SRE that troubleshoots and resolves incidents to keep production systems reliable, offered via AWS Marketplace and SaaS. Deployed, integrated and governed inside your operations by Scrums.com.
How this operator works
every way of working, already decidedOwns the system, not the ticket
Takes end-to-end ownership of a service or surface. Design, delivery, on-call. And is measured on outcomes, not hours.
Embedded, async-first, instrumented
Works inside your repos, your CI and your rituals. Daily written standups, decisions logged. No status-meeting tax.
Runbooks, canaries, reversible deploys
Every change gated and reversible. Incidents get a timeline and a postmortem; nothing ships without a rollback.
Plugged into your Slack & rituals
Joins standups and retros, reports weekly against the goal. You get an operator, not a queue.
Brings a pre-wired stack or adopts yours
Infrastructure and observability as code by default. No bespoke setup tax to absorb.
Scoped, gated, reversible
Week-1 shadow, week-2 ownership, swap on request inside the trial window. No long-tail handover risk.
Overview
Deductive AI SRE is an always-on AI site-reliability engineer. It troubleshoots incidents as they occur and works toward resolution, with the outcome of keeping production systems reliable without waking an engineer for every alert. It is offered via AWS Marketplace and as SaaS.
Through Scrums.com, delivery teams deploy it into your operations, integrate it with your observability stack and incident workflows, and govern its scope — tracked on the SEOP.
What it does
Always-on incident response
Responds to incidents around the clock, starting investigation immediately rather than waiting on on-call response time.
Automated troubleshooting
Troubleshoots issues automatically, working through operational evidence to isolate what is failing.
Incident resolution support
Works toward resolving incidents, not just describing them, shortening time to recovery.
Production reliability focus
Aims at the reliability of production systems as its core outcome, complementing your on-call rotation.
Deploying it with Scrums.com
- Scope. Scrums.com assesses fit against your incident workflows, production estate and governance requirements.
- Integrate. Scrums.com engineers wire it into your observability and incident tools with guardrails.
- Operate. It runs under governed operation, with usage and outcome reporting via the SEOP.
Commercial availability
Deductive AI SRE is a commercial Deductive AI offering, available via AWS Marketplace and as SaaS. Procurement is supported through a Scrums.com deployment; terms remain between you and Deductive AI.
FAQs
How is this different from an on-call runbook?
Runbooks encode known fixes that humans still execute. Deductive AI SRE is always on: it troubleshoots and works toward resolution itself, escalating to your engineers with evidence when needed.
What access does deployment need?
Read access to observability data and incident tooling; for resolution actions, scoped credentials to agreed systems. Marketplace procurement typically requires an AWS account. Scrums.com defines the exact access list during scoping.
Does it change production systems on its own?
Action scope is set at deployment. Scrums.com configures allowed actions and approval gates, and every action is reported via the SEOP.
What's included
in every engagement · no add-onsTrack record
deployments on real systems · anonymized| Sector | System | Outcome | Span | Status |
|---|---|---|---|---|
| Fintech | payments-core ledger | 99.97% achieved | 14 mo | ● complete |
| Commerce | checkout platform | −38% incident rate | 9 mo | ● complete |
| Health SaaS | data plane | 0 SEV1 in 6 mo | 11 mo | ● active |
| Logistics | routing engine | zero-downtime cutover | 7 mo | ● complete |
| AI infra | inference cluster | p99 −120 ms | 5 mo | ● active |
Works inside your stack
surfaces this operator binds to| Surface | Binding | Direction | Auth |
|---|---|---|---|
| Source control | github.com/<org> | reviews + writes | OIDC |
| CI / CD | scm-flow · deploy-service | gates deploys | OIDC |
| Observability | otlp://collector:4317 | metrics + alerts | mTLS |
| Comms | slack://<workspace> | standups, incidents | SSO |
| Secrets | vault://scrums/op/<id> | short-lived creds | SPIFFE |
| On-call | pagerduty://<org> | primary / secondary | API token |
Boundaries
what to deploy insteadScoped to this discipline. For an adjacent capability, compose a second operator into the squad. compose →
Not a fractional advisory engagement. For advisory-only, contact platform@scrums.com.
Deployments
the only social proof we publish402deploys
across 38 organizations
+24 last 30 days · median age 11.4 mo · retention 96%
Pricing
one number · one footnotePriced on scope
All-in: the operator, delivery manager and replacement guarantee. No recruiter fee, no markup surprises.
Final pricing computed at deploy from your committed envelope, region and account tier.
FAQ
common questionsHow is Deductive AI SRE priced?
Priced on scope. Request a quote and pricing is computed from the work envelope.
Is Deductive AI SRE available now?
Yes. It is published and deployable directly from the Scrums.com catalog.
Can a Deductive AI SRE deployment be reversed?
Yes. Deployments are reversible with a one-click swap inside the trial window.
Who provides Deductive AI SRE?
Deductive AI, vetted by the Scrums.com platform.
How it compares
vs other agents| Option | From | Stack | Status |
|---|---|---|---|
| Deductive AI SRE · this one | Priced on scope | agent · ai-agents · sre | ● available |
| Findem Autonomous Talent Workflow Agents | Priced on scope | agent · ai-agents · recruiting-automation | ● available |
| Tia | Priced on scope | agent · ai-agents · recruiting-intelligence | ● available |
| Kore.ai AI for Recruit | Priced on scope | agent · ai-agents · recruiting-automation | ● available |