Instinct SRE
Instinct SRE deploys specialized AI-powered teams for operations, development, and technical management — helping companies stabilize systems, build software, and execute with clarity.
Tiger Teams. Custom AI Agents. Legion. Always On.
Legion Runtime
Primus
Orchestrator
Doctor
Diagnostics
Monitor
Observability
Scribe
Memory
How it works
Free GitHub Action. 5 lines of YAML. Terraform drift reports straight to GitHub Issues. No account required.
Get TDD Free
A coordinated unit of senior SRE engineers and 6 specialized AI agents investigates, fixes, and documents your production stability problem.
Book a Tiger Team Discovery Call
The ongoing retainer. Primus, Doctor, Monitor, and Scribe working continuously — monitoring, diagnosing, and resolving while your engineers sleep.
Book a Legion Stack Audit
Legion in Action
Real scenarios where Legion resolves, remediates, and prevents — without waking anyone up.
Monitor detected p99 latency creeping above SLO at 2:47am. Doctor traced it to connection pool exhaustion on node-3. Primus scaled the pool and closed the alert. Your engineer saw a Slack summary at 9am — the incident had already been resolved, documented, and filed.
Zero human intervention
A new exception pattern appeared in production. Doctor identified the root cause, generated a fix, and opened a pull request in GitHub with the change and a full explanation — before the on-call engineer had even acknowledged the alert.
Autonomous remediation
Someone made a manual change to a prod security group at 11pm. Drift Detector caught it. Primus opened a revert PR before the change window closed. The CMDB was updated automatically. The change never shipped.
Proactive prevention
Ultra Instinct Agents — Premium Tier
Fully managed, always-on agent deployment for enterprise teams
Flagship Service
A focused, fixed-duration engagement — 1 to 4 weeks — where we deploy a coordinated unit of senior SRE engineers and 6 specialized AI agents to investigate, fix, and document your production stability problem.
Legion Packages
Deploy one Legion for a specific problem. Deploy all three for full operational control. Every package is custom-built around your stack, your team, and your business goals.
For companies dealing with production incidents, outages, observability gaps, Terraform drift, or lack of runbooks. We deploy a specialized AI agent team that stabilizes your systems, closes operational gaps, and automates the work your engineers shouldn't be doing manually.
What's included
For companies that need to move faster without growing headcount. We deploy a full AI engineering team that covers frontend, backend, QA, CI/CD, security review, and documentation — turning product ideas into tested, shipped software.
What's included
For CTOs, VPs of Engineering, and Heads of Product who need strategic leverage without growing the management layer. We deploy an AI-powered planning and architecture team that turns business goals into executable roadmaps.
What's included
Every company is different. Some need to stabilize operations first. Some need to ship software faster. Some need both — and a management layer to keep it aligned.
We build your Legion around your actual problem. Not a pre-packaged template. Not a fixed retainer for things you don't need.
Start with one. Expand when you're ready. We grow with you.
| Your problem | Your package |
|---|---|
| Production is unstable, incidents keep repeating | Ops Legion |
| Engineering velocity is too slow, backlog keeps growing | Dev Legion |
| Planning is chaotic, roadmaps don't connect to delivery | Command Legion |
| All of the above | Full Legion Platform |
The Problem We Solve
The Problem
Alert fatigue from untuned monitors burning out your on-call rotation
Infrastructure drift creating silent failures that surface at the worst time
Manual toil consuming 60%+ of engineering cycles with no path to automation
Consultants who leave knowledge gaps when the engagement ends
AI tools suggest fixes and wait for approval — mean time to resolution still requires a human awake and paying attention
The Fix
SLO-aligned alerting that pages on signal, not noise — tuned from day one
Continuous drift detection catches infrastructure changes before they reach production
Automation-first execution eliminates repetitive operational work at the source
Living runbooks, full IaC, and a team that trains yours before handing off
Legion acts within defined governance gates — fixes execute, PRs open, incidents close while your team sleeps
What We Actually Do
Three ways we deliver leverage: tailored AI agent systems, senior SRE consulting, and products built from real operational gaps.
Production on fire? Deploy a Tiger Team. A focused 1–4 week engagement where senior SRE engineers and 6 specialized AI agents investigate, fix, and document your production stability problem. Fixed scope. 9 deliverables. You own everything.
Learn more →Not a chatbot. A purpose-built AI agent that understands your infrastructure, workflows, and operational context — and executes the work your team shouldn't be doing manually. We design, build, deploy, and maintain the agent.
Learn more →Build it right. Once. Fixed-scope engagements starting at $15,000. Senior SRE consulting for observability, reliability, infrastructure, and platform architecture. You own the code on day one.
Learn more →
ITIL v4 Aligned
ITIL v4-aligned service management that your Legion agents maintain automatically. CMDB stays current without manual reconciliation. Every incident, change, and problem is classified, tracked, and linked to the configuration items that caused it — without your team managing a spreadsheet.
01
Complete asset inventory with CI relationships, dependencies, and ownership mapped for every resource in your environment.
02
Structured detection, classification, escalation, and resolution workflows that reduce MTTR and eliminate ad-hoc firefighting.
03
Controlled change processes with risk assessment, rollback planning, and CAB integration aligned to ITIL v4 standards.
04
Root cause analysis workflows, known error records, and preventative controls that stop incidents from becoming patterns.
Incident Management Flow
Why It Works
What your team gains when you deploy an AI engineering team through Instinct SRE.
Most AI SRE tools on the market are advisory — they investigate incidents and surface suggestions, but every action still requires human approval. Legion is built differently. It acts within the governance gates you define. When the fix is known and the risk is low, Legion executes. When the action is novel or high-stakes, it escalates with full context so your engineer makes a fast, informed decision — not a 3am guess.
50–70%
alert noise reduction
SLO-aligned alerting eliminates noisy thresholds. Engineers get paged on signal, not static.
↓60%
manual toil
Repetitive runbook tasks, triage steps, and operational checks pushed into automated agents.
2×
faster MTTR
Automated first-response, structured runbooks, and intelligent routing compress time-to-resolution.
100%
infrastructure as code
Drift detection and full IaC coverage means every change is versioned, reviewable, and auditable.
The Process
30-minute call to understand your stack, operational pain points, and where automation has the highest ROI.
Fixed-scope proposal with clear deliverables, timeline, and outcome definition. No hourly billing surprises.
We embed with your team, build the systems, and deploy with documentation. You own everything from day one.
Full knowledge transfer, runbooks, and 30 days of post-delivery support included in every engagement.
Start here →
Why Instinct SRE
Instinct SRE is built for teams that need rigor, leverage, and operational credibility rather than generic transformation language.
Focused
Observability, automation, incidents, and platform quality are treated as connected parts of the same system, not separate initiatives.
Senior
The work is designed for engineering leaders who need precision, sound technical judgment, and credibility at the platform level.
Modern
Advisory AI tells your engineer what's wrong. Autonomous AI fixes it before they wake up. Legion is autonomous — not because it's reckless, but because it operates within a governance architecture (cross-model QA gate, human approval boundaries, full audit trails) that makes autonomy safe.
Practical
We design systems that automate workflows, coordinate operations, and eliminate manual work — built on production-grade reliability principles and tailored to your business case.
Data Sovereignty
Unlike SaaS-based AI SRE tools that require your infrastructure data to leave your environment, Legion deploys directly into your Azure tenant. Your logs, metrics, traces, and runbooks never leave your infrastructure. No SOC2 checkbox required — your data never touches our servers.
Deployed in your Azure tenant — not ours
Data never leaves your environment
Full audit trail on every agent action
Ready to fix it
Deploy a Tiger Team, build a custom AI agent, or start an SRE Foundation engagement. Fixed scope. Real deliverables. You own everything on day one.
Primary contact: support@instinctsre.ai
