Opsphere

Operational intelligence for infrastructure

Unify signals across AWS, Kubernetes, Vercel and your entire stack. Reduce tool sprawl, gain real visibility, and operate production systems with clarity.

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THE PROBLEM

Modern infrastructure is fragmented

Every tool shows part of the story. Understanding the full picture still requires jumping between dashboards, logs, alerts and deployment systems.

  • Too Many Tools

    Logs, metrics, alerts, deployments, pipelines — each lives in a different system. You spend more time switching tools than understanding what's happening.

  • No Cross-System Context

    Signals are scattered across platforms. There is no single place to understand the real state of your system.

  • Operational Noise

    Alerts and dashboards are disconnected. Important signals get lost in a sea of irrelevant complexity.

  • Growing Complexity

    As you scale and evolve, so does the operational burden. More services, more integrations, more failure points.

WHAT IS OPSPHERE

A single operational intelligence layer across your entire stack

Opsphere connects your existing infrastructure, observability, deployment, code and edge systems. It queries their data and brings relevant evidence together for investigations and decisions.

  • Query data where it lives
  • Connect evidence across systems
  • Retain context for the next investigation

Your tools remain the source of truth. Opsphere connects the operational knowledge between them.

Isometric illustration of an operational intelligence layer connecting existing infrastructure tools
The operational intelligence layer across the tools the team already runs.

HOW IT WORKS

From fragmented systems to operational understanding

Diagram showing existing systems, correlation, and the operational intelligence layer
Existing systems feed correlation, which the operational intelligence layer uses for an investigation.

Opsphere retrieves evidence from your existing systems and connects it to the operational question. It retains useful context for future investigations. Your tools keep their data. Opsphere adds a structured operational layer across them.

  1. Connect to your existing stack

    Connect cloud, Kubernetes, observability, deployment, code, security and edge without replacing your tools.

  2. Query and correlate operational evidence

    Query current signals in their source systems and connect infrastructure, changes and errors when needed.

  3. Investigate with structured evidence

    Test hypotheses against real results, calculated confidence, timelines and verification conditions.

  4. Retain operational context

    Reuse relationships and findings from earlier investigations without copying telemetry.

OPERATIONAL SUBAGENTS

Specialized agents for the moments that demand a repeatable response

Opsphere includes read-only subagents that follow focused operational runbooks, collect current evidence and return a structured report.

  • /outage-triage

    Outage triage

    Coordinates the first diagnostic pass, connects signals and identifies the strongest next checks.

  • /endpoint-health

    Endpoint health

    Checks DNS, HTTP and TLS evidence to explain whether an endpoint is reachable and healthy.

  • /ci-investigator

    CI investigation

    Reviews pipeline failures, failed jobs and relevant logs to isolate the likely cause.

  • /postmortem-writer

    Post-mortem drafting

    Turns the evidence, timeline and decisions from an incident into a reusable structured draft.

Each subagent reports evidence, gaps and next steps while the source systems remain authoritative.

Comparisons with other products

Opsphere compared with querying each system separately

When each console holds only part of the evidence, an incident investigation has to rebuild context again and again.

Opsphere connects those signals without replacing the source systems. They retain authority over their data; access is read-only by default.

EVIDENCE-BACKED INVESTIGATIONS

Investigate with evidence, not assumptions

Opsphere tests possible causes against evidence from your existing systems. It separates facts from inference and checks supporting and contradicting evidence. Calculated confidence shows how strongly the evidence supports each conclusion. Explicit verification conditions make clear what still needs checking.

  • Parallel hypotheses

    Evaluate several plausible explanations at the same time instead of committing too early to a single cause.

  • Evidence-backed conclusions

    Link findings to real results from infrastructure, observability, deployment, code, network and other operational tools.

  • Calculated confidence

    Confidence is derived from evidence quality, independent sources and contradictions — not simply from how confident an AI model sounds.

  • Verification conditions

    Define what must become true before treating a conclusion or recommended resolution as validated.

Facts, inference and confidence remain distinct — so teams can see why Opsphere reached a conclusion.

OPERATIONAL CONTEXT

Your next investigation doesn't start from zero

Opsphere connects services, environments, repositories, accounts and domains through Operational Context. It reuses relevant knowledge from earlier investigations. Retrieval is scoped to the tenant, account and environment under investigation. Metrics, logs, traces, code and infrastructure stay in their source systems.

  • Operational Knowledge Graph

    Maintain structured relationships between relevant operational entities so Opsphere can understand how parts of the environment connect.

  • Investigation Memory

    Preserve structured findings, hypotheses, conclusions, evidence references, recommendations and verification from previous investigations.

  • Similar incident context

    Surface relevant previous investigations when symptoms, services, environments or other operational signals overlap.

  • Scoped operational context

    Retrieve only the context relevant to the current tenant, account and environment instead of loading unrelated knowledge into every investigation.

Your tools remain the source of truth. Opsphere keeps the operational knowledge between them.

INTEGRATIONS

Built for the stack you already use

Cloud. CI/CD. Observability. Security. Deployment platforms. Everything connects into a single operational layer.

Each connection stays in the system that already owns the data. Opsphere reads that operational evidence when an investigation needs it, so cloud, deployment, code, and edge signals can be correlated from one operational intelligence layer instead of a disconnected set of consoles.

CURSOR INTEGRATION

Turn Cursor into your operational command center

Query your infrastructure and inspect systems directly from Cursor. Opsphere brings operational evidence into your development workflow across local, remote and server environments. Access is read-only by default.

Explore Cursor integration

Cursor IDE integration with Opsphere operational layer

AI COMPATIBILITY

AI where it adds value - not where it adds noise

Opsphere supports integration with AI engines without forcing a specific model or vendor. Bring your own OpenAI or Mistral keys, or use managed options when needed. AI is applied as a processing layer to enhance decision-making — not as a replacement for your infrastructure.

Explore AI compatibility

  • Bring Your Own AI Keys

    Integrate OpenAI, Mistral, or other providers using your own API keys. Full control and data sovereignty — no vendor lock-in.

  • Optional Managed AI

    Need a simpler setup? Use Opsphere's managed AI layer for teams that prefer not to manage their own model integrations.

  • Token-Based Usage Model

    Fair and transparent consumption metrics. Pay for what you use with no hidden costs or usage limits per organization.

WHO IT'S FOR

Designed for modern infrastructure teams

Built for teams operating production systems, not managing dashboards.

Small SRE teams, AWS and Vercel startups, e-commerce teams and Terraform users already run production infrastructure. Opsphere connects their evidence in one Operational Intelligence Layer. Each investigation can reuse that context instead of rebuilding it across consoles.

KEY BENEFITS

Clarity over complexity

One platform to replace the context-switching, the dashboard proliferation, and the operational guesswork.

Teams see shared evidence across infrastructure tools. They spend less time switching consoles and make decisions from the same operational context.

WEB CLIENT

Access your operational layer from anywhere

Use the Web Client to query systems and review findings in your browser, without local setup. This optional add-on offers controlled AI usage and flexible token allocation per user.

Explore the web client

  • Browser-native access

    No local setup required. Works from any device.

  • Isolated per user

    Strict session isolation — credentials never shared.

  • Optional add-on

    Token-based AI usage with flexible allocation per user.

DIRECT ANSWERS

Key facts about Opsphere

A concise, verifiable summary based on the capabilities and operating boundaries described on this page.

What is Opsphere?

Category: Operational Intelligence Layer. Opsphere connects your existing tools into a shared operational view.

Source: Product facts

How does Opsphere work?

Connect the systems you already run, query their current evidence, correlate what the question needs, investigate with that evidence, and retain the context for the next question.

Source: Product facts

Does Opsphere change production systems?

Access mode: Read-only by default. Opsphere inspects systems and recommends next steps.

Source: Security and operating boundaries

Customers

Customers operating real infrastructure

Engineering teams use Opsphere as an operational intelligence layer across cloud, Kubernetes, observability and security, without replacing the systems that own their data.

View all customers

PRICING

Simple structure. Scalable with your needs.

Start with the core Operational Intelligence Layer. Add web access and AI capabilities when your team needs them.

Prices are monthly in the displayed currency. Team introductory and subsequent prices are shown separately. Approximate tool counts vary with availability; plan limits and contractual commitments are described on the pricing page.

Source: Plan details and pricing

COMMUNITY

€0/mo

Explore Opsphere MCP in secure evaluation environments.

  • 100 MCP tools
  • 100 calls/day
  • Read-only
  • On-demand environment
  • Community support
Connect MCP (opens in new tab)

DEVELOPER

€19/mo

For individual developers and infrastructure engineers.

  • 250 tools access
  • Unlimited calls
  • Operational Context
  • On-demand environment
  • Community support
Start trial

MOST POPULAR

TEAM

€499/mo

the first 3 months

Then €699/mo

For engineering teams seeking to operate at maximum efficiency.

  • Everything in Developer included
  • Full MCP access
  • 20+ integrations
  • Multi-environment
  • RBAC & team dashboards
  • Up to 20 users
  • Priority support
Get access

ENTERPRISE

€1199/mo

Opsphere-hosted service for organizations that need SSO, audit visibility and up to 40 users.

  • Everything in Team included
  • SSO with Okta and Azure AD
  • Activity and audit log
  • Up to 40 users
  • Direct technical support channel

CUSTOM SOLUTIONS

Custom

Private, on-premise, customer VPC and special-architecture deployments, subject to assessment and separate pricing.

  • Everything in Enterprise included
  • Custom integrations
  • Dedicated tool development
  • Special architectures
  • Custom contracts

View Pricing

WHEN EVERY MINUTE COUNTS

A production incident.Two minutes to know where to look.

With Opsphere, one team reduced the time needed to identify the problem from 40 minutes to just 2.

GET STARTED

Stop managing tools. Start operating your system.

Opsphere gives you the clarity to understand, control, and scale your infrastructure without adding complexity.

Connect the systems that own your data. Investigate with evidence and retain useful context for the next question.