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Managed SRE services: your production, quietly handled month after month.

A managed SRE service: AI agents resolve recurring production incidents, our SRE engineers handle the rest, and your team gets paged only for the genuinely novel. You get outcomes - not another dashboard to babysit.

READ-ONLY API ACCESSYOUR TELEMETRY NEVER LEAVES YOUR CLOUD100% REFUNDABLE

Reduce on-call workload as production support never stops scaling.

Without dedicated managed SRE support, production toil compounds. Your best engineers shoulder the burden, recurring incidents return, and the roadmap waits indefinitely.

On-Call Burnout

On-call burns your best engineers.

The people you most want on the roadmap spend nights and weekends re-diagnosing recurring production incidents.

Tools add work instead of removing it.

Another SRE platform means another thing to configure, watch, and maintain. You wanted less on-call work, not more tabs.

40% of senior engineer time lost to unplanned production work
Incident Recurrence

Recurring incidents never really go away.

Without someone owning SRE automation, the same production patterns resurface every quarter - paid for in senior-engineer hours.

Recurring vs novel incidents65% are fully preventable
Hiring Friction

Hiring an SRE team is slow and costly.

Building 24/7 SRE coverage in-house means headcount, ramp time, and retention risk you may not want to take on.

Coverage,not a contract to manage.

Get continuous 24/7 managed SRE support with AI agents handling recurring incidents and SRE engineers managing the rest. Your team is paged only for genuinely novel incidents, while automation expands month over month.

1. AI agents automate L1/L2 support

Your known, recurring production incident patterns are auto-diagnosed and, where safe, auto-remediated by AI agents running in your environment.

AI agents automate L1/L2 support

2. Our engineers on the rest

Anything the AI agents can't safely resolve goes to our SRE engineers - people experienced with JVM, Kafka, Scala, and functional systems.

Our engineers on the rest

3. You, only for the novel

Your team is paged only for genuinely new, business-critical production incidents - never recurring on-call noise.

4. Always-improving automation

Every new incident pattern we handle becomes a candidate for SRE automation, so coverage widens month over month.

5. One monthly readout

Incidents handled, MTTR, automation rate, and cost avoided - one clear managed SRE report, no dashboard babysitting.

6. Scoped, guarded actions

Agents act only within limits you approve, with full audit trails. You stay in control at all times.

Live coverage in two to four weeks.

A low-friction onboarding timeline engineered for seamless managed SRE and production support handover.

Connect + baseline.

✓
Read-only & guarded accessConnect production telemetry and define human approval boundaries.
✓
Pattern baseliningMap recurring production incidents from assessment history.
✓
Runbook ingestionImport existing runbooks and documentation into the AI knowledge base.

Deploy agents + on-call.

✓
Live agent deploymentActivate AI SRE agents on recurring production alert channels.
✓
On-call integrationAI SRE specialists join the primary production escalation path.
✓
Action approval scopeReview and approve every automated mitigation.

Run + widen coverage.

✓
24/7 Production coverageHandle day-to-day production triage and routine incident resolution.
✓
Monthly automation expansionContinuously automate newly discovered production incident patterns.
✓
Clear executive reportingMonthly efficiency & toil reduction summary.

Monthly. Scoped to your on-call load.

MONTHLY

Month to month. Cancel with 30 days' notice.

No long lock-in. We earn the next month every month. If coverage isn't paying for itself, you can wind down with 30 days' notice.

✓
100% Refundable Within 14 DaysNo complex forms • No required calls • Email request
Assessment Package
From $5,999/ per month
Fixed rate • Full leadership readout included
✓
24×7 coverage without in-house on-call
✓
Dedicated engineer rotation for 24×7 SLA
✓
AI agents on your recurring incidents
✓
Our engineers on everything else
✓
Scoped, guarded, fully audited actions
✓
Automation that widens each month
✓
One monthly coverage readout
✓
Runs entirely in your environment
✓
Pilot results roll straight into coverage

Why managed production support, not a tool or a hire?

An SRE platform needs an owner and a new hire needs a team. Managed SRE services give you the production support outcome directly:

AI handles recurring incidents

AI agents auto-diagnose and, where safe, auto-remediate recurring production incident patterns.

Engineers handle the rest

Incidents that AI agents cannot safely resolve are handled by DataTroops SRE engineers.

Your team sees the novel

Your engineers are paged for genuinely new and business-critical incidents rather than recurring production support noise.

Coverage expands monthly

Every new production pattern handled becomes a candidate for SRE automation, expanding coverage over time.

Your AI SRE journey

Three structured stages engineered to de-risk AI SRE adoption and validate measurable production automation ROI.

Production Health Assessment

Billed fixed price · 2–3 weeks

Includes
  • ✓Analyze production operations
  • ✓Identify recurring incidents
  • ✓Quantify production support costs
  • ✓100% Fee credited to Pilot
$2,999
fixed, one-time payment
Start Assessment →

Incident Automation Pilot

Billed hourly · 6–8 weeks

Includes
  • ✓Deploy AI SRE agents for top incidents
  • ✓Validate measurable outcomes
  • ✓Exit with incident automation blueprints
  • ✓Zero-leakage VPC deployment
$25–$45/hr
(based on the report)
Upgrade to Pilot →

Managed SRE Services

Continuous 24/7 coverage

Includes
  • ✓AI SRE agents handle incidents
  • ✓Engineers focus on roadmaps
  • ✓Continuous automation optimization
  • ✓SLA-backed 24/7 on-call
$5,999
monthly subscription retainer
Subscribe Now →

Reduce on-call engineer burnout. Hand production support over.

AI agents handle recurring production incidents, our SRE engineers handle the rest, and your team is paged only for the genuinely novel.

Questions, answered.

Common questions about managed SRE services, production support, data safety, pricing, and deliverables.

AI agents auto-diagnose and, where safe, auto-remediate recurring production patterns. Our SRE engineers handle what agents cannot safely resolve. Your team sees only the genuinely novel.

It's the natural path and de-risks onboarding, but not mandatory. We can baseline from your incident history instead.

By your incident volume and the coverage scope you want. We propose a fixed monthly after a short scoping.

No long contract. It's month to month, cancellable with 30 days' notice.

Agents act only within scopes you approve, with full audit trails and guardrails. You can require human approval for any class of action.