Observability Intelligence Platform
The intelligence layer
your observability stack
is missing.
Most observability platforms collect and visualise your data. OpsPilot is the intelligence layer that interprets it — continuously analysing your OpenTelemetry stack and delivering prioritised action to where your team already works.
The Reality
You have the data.
You're missing the intelligence layer.
Mid-sized engineering teams have invested in observability. They have metrics, traces, logs, and dashboards. What they're missing is the layer that interprets all of it — continuously, accurately, and without adding headcount.
Too much signal, no priority
Thousands of metrics. Hundreds of dashboards. No clear answer to: "What should I fix first, right now?"
Tools show what, not what to do
Traditional APM and observability platforms visualize. They don't guide. The interpretation burden falls on your engineers.
Senior DevOps expertise is expensive
A senior SRE who can read your stack and act costs $160K+/year. Most teams can't staff that. OpsPilot fills the gap.
Progress is invisible
Without a health score, teams firefight indefinitely. There's no way to show leadership the stack is getting better — or prove where it still needs work.
What Makes OpsPilot Different
An observability intelligence platform
built on open standards.
Many platforms now claim AI observability. Most add a chat interface on top of a proprietary data pipeline. OpsPilot builds its intelligence layer on OpenTelemetry and Grafana — technologies you already trust — and shows its reasoning transparently at every step.
Proprietary data pipelines
Your telemetry flows into their silo. Switching costs grow every month. Exit is painful by design.
Black-box intelligence
The AI detected something. Why? What did it look at? You often can't tell — and you can't verify.
Anomaly detection, not action
Most stop at "something looks unusual." What to do about it — and in what order — remains your problem.
Another dashboard to check
Context switching kills productivity. Another UI means another place your team has to remember to look.
OpenTelemetry-native architecture
Ingest from your existing OTEL pipelines. Works alongside Grafana. No lock-in, no migration theater.
Reasoning across telemetry, code, and docs
OpsPilot reads your stack the way a senior engineer would — correlating metrics, traces, and logs with business context to reach a conclusion you can verify.
Prioritized action, not alerts
Every insight includes priority (HIGH / MEDIUM / LOW), estimated effort, and business impact. Your team knows exactly what to do next.
Delivered to Slack & Teams
Insights come to where your team works — on your schedule. Hourly, daily, weekly. No new dashboard to adopt.
Capability Comparison
What an observability intelligence platform
actually delivers.
| Capability | OpsPilot | Traditional Platforms |
|---|---|---|
| Telemetry Ingestion | ✓ OpenTelemetry native; self-host or cloud; integrates with existing Grafana Alloy pipelines | Typically proprietary path; migration cost increases over time |
| Depth of Guidance | ✓ Full reasoning across telemetry + code + docs. Prioritized actions: HIGH / MED / LOW with effort and impact estimates | Often anomaly detection or alert summary; actionable prescription varies |
| Health Scoring | ✓ 0–100 across 8 dimensions. Tracks improvement over time. Shows progress vs. similar-sized teams | Limited; most focus on real-time status, not trend or maturity progression |
| Workflow Integration | ✓ Native Slack / Teams / Jira. Create and share tickets directly. Route check types to different channels | Varies significantly by vendor |
| JVM Diagnostics | ✓ Heap, non-heap (metaspace), GC pressure — with specific remediation steps out of the box | JVM detail varies; non-heap analysis uncommon |
| Check Scheduling | ✓ Custom frequency per check type per environment. Pause/resume for deployments. YAML, Slack commands, or dashboard | Usually fixed or alert-driven; limited scheduling flexibility |
| Gap Detection | ✓ Identifies missing instrumentation, coverage gaps, and blind spots before they cause incidents | Rarely surfaces what you're not monitoring |
| Cost Optimization | ✓ Surfaces unused resources, over-provisioned services, and waste with specific $ estimates and fix effort | Some platforms offer cost views; proactive recommendations uncommon |
| Vendor Lock-In Risk | ✓ Open standards throughout. Your data stays in your pipelines | Proprietary formats create high switching costs over time |
How It Works
From telemetry to action
in four steps.
OpsPilot adds an observability intelligence layer on top of your existing stack. No rip-and-replace. No new agents for most setups. Just connect, configure, and let it run.
Connect Your Data
Point OpsPilot at your existing OpenTelemetry pipelines. Metrics, logs, traces, and spans — ingested directly. Works with Grafana, Datadog-exported OTEL, and more.
AI Analyses Continuously
OpsPilot runs your chosen check types on your schedule. Performance. Cost. Security. Alerting effectiveness. Logging coverage. Every analysis reasons across your full stack.
Get Prioritized Recommendations
Insights arrive in Slack or Teams — with priority, business impact, and estimated fix effort. "Remove provisioned concurrency from 8 deprecated Lambda functions. Save $180/month. Effort: 15 minutes."
Track Measurable Improvement
Health scores across 8 dimensions update as your team acts. Show leadership progress over time. Know exactly where your stack stands — and what to improve next.
Observable Health Scoring
Progress you can see.
Proof you can show leadership.
OpsPilot assigns health scores across eight dimensions of your stack, updated continuously as your team acts on recommendations. No more guessing whether things are getting better.
Who OpsPilot Is Built For
Built for the teams who need
an observability intelligence platform — not another dashboard.
Defend your observability budget with data, not gut feel.
Health scores and trend reports give you the KPIs leadership actually cares about. Show the stack is improving — and justify the investment.
Stop firefighting. Start building a measurably healthier system.
OpsPilot surfaces what matters most — before it becomes an incident. Structured prioritization means your team focuses where impact is highest.
Close the gap between monitoring maturity and operational excellence.
Gap detection finds the blind spots in your instrumentation. Health scoring across 8 dimensions shows you exactly where to invest next.
AI that works with your stack — not against your standards.
OpenTelemetry-native. Grafana-friendly. Custom schedules per environment. OpsPilot fits your architecture, not the other way around.
Add the intelligence layer
your stack is missing.
Start with a free trial — no credit card required. Most teams get their first observability intelligence insight within 10 minutes of connecting their telemetry data.