No lock-in. No token games. Just answers.Keep your stack. Lose the overage bill.Pay for problems solved, not tokens burned.No lock-in. No token games. Just answers.
NeuBird connects your telemetry and your LLMs once, remembers every investigation, and serves your engineers, your leaders, and your own agents from the same governed truth.
one metered connection · claude, gpt, bedrock · spend by team, agent, and service · per-agent budgets · caps enforced before the call · no key sprawl · one place to rotate and revoke · model choice per task · not per team, per agent
one metered connection · claude, gpt, bedrockspend by team, agent, and serviceper-agent budgets · caps enforced before the callno key sprawl · one place to rotate and revokemodel choice per task · not per team, per agent
one metered connection · claude, gpt, bedrockspend by team, agent, and serviceper-agent budgets · caps enforced before the callno key sprawl · one place to rotate and revokemodel choice per task · not per team, per agent
Trusted by teams that run production at scale
Platform & architecture
One center, seen two ways.
Watch what NeuBird does when production breaks, then look underneath at the governed platform that lets it act safely.
What NeuBird does live, on your stack
80% fewer P1 war rooms
Detect earlyBefore the war room
NeuBird catches silent service drift and missing SLOs before the alert storm, so the page never turns into an all-hands incident.
RCA in under 5 min at 94% accuracy
Resolve fastRoot cause, staged fix
NeuBird investigates across 15+ sources in parallel, isolates the causal chain, and stages the exact fix for your on-call to approve.
~10% of alternative cost
Operate continuouslyBetween incidents
NeuBird prunes noisy telemetry, tracks recurring cross-service patterns, and attributes model spend back to the team that drove it.
Enter NeuBird
The Agentic Operations Center, in three moves.
The governed platform that unifies access to your telemetry and LLMs, records institutional memory, and sets execution guardrails, so your team keeps the incident. It doesn't replace your tooling; it's the hub your teams and DIY agents plug into.
01 / ACCESS
50+integrations, and any LLM
Connect your estate once
Connect your multi-cloud estate, APM, and logging platforms once. Data is queried in place with zero telemetry storage: no new data lakes, no duplicated egress bills.
Zerotelemetry stored, every investigation versioned
Institutional memory that compounds
Every investigation, post-mortem, and human-approved fix is captured as institutional operational memory. Knowledge compounds within your perimeter instead of vanishing when engineers leave.
100%of actions policy-gated and on the audit trail
Plug in your teams and your agents
NeuBird embeds into Slack, Jira, and ServiceNow. Your internal agents, Cursor setups, and Claude instances plug in over MCP to inherit telemetry context and safety policies on day one.
Reliable ops automation needs more than an API key.
Teams across engineering are adopting frontier models and IDE assistants like Claude and Cursor to move faster. But when production is on fire, the bottleneck is never querying a model. It is the operational harness required to reason across infrastructure safely.
Connecting tools is just day one
Pointing an agent at raw metrics, logs, and traces quickly floods context windows with uncurated noise. Keeping connectors, schemas, and rate limits maintained across 50+ cloud services and APM vendors turns into a full-time infrastructure project.
Domain knowledge is the true moat
Off-the-shelf models do not inherently understand cross-cloud topologies, upstream dependencies, or the blast radius of a rollback. Operational context takes years of telemetry modeling and causal correlation that cannot be prompted in a single turn.
The amnesia tax
When triage happens in one-off terminal sessions or disjointed chats, institutional memory vanishes the moment the incident closes. Without a centralized memory layer, teams burn cycles, and model budgets, re-diagnosing the same failures month after month.
Earned autonomy and safety
Moving from passive suggestions to automated remediation requires audited guardrails. NeuBird establishes clear policy gates, Suggest, Recommend, Act, so your team retains incident ownership while internal tools safely interact with production.
The model was never the problem. Production needs a governed harness around it, and that is exactly what NeuBird runs as a service.
Your operational playbook is your team's hard-earned advantage. NeuBird preserves it, sharpens it, and puts it to work.
Zero-copy, in-place querying
We do not ingest your logs or replicate your data. NeuBird acts on the live telemetry where it already sits, with zero telemetry storage.
Curated context over token waste
Raw dumps burn budgets. NeuBird curates the operational state before it calls a model, so context is passed cleanly without multi-agent token sprawl.
Self-updating memory
When your on-call approves a resolution, NeuBird commits the causal chain to memory. The next time related symptoms emerge, that institutional knowledge is surfaced automatically.
The center does the hunting. Your team keeps the call.
NeuBird does not run behind your back or displace your engineers. It correlates the causal chain across fragmented tools and stages the remediation, then leaves the final decision where it belongs.
In-house scripts & standalone LLMs
Pure LLM proxies / gateways
NeuBird, the Agentic Operations Center
Operational reasoning
Fragile integrations that require constant re-engineering
Routes tokens, with zero visibility into operational topology
Deep causal reasoning across 15+ sources in parallel
Incident memory
Ephemeral; restarts investigation on every alert
None; sessions clear once the prompt completes
Retains versioned conclusions and evidence without storing telemetry
Extensibility (MCP)
Must manually wire individual tool connectors
Limited to API-key metering and routing
Native MCP hub: custom agents inherit shared memory and context on day one
Incident governance
High-risk autonomous execution without safeguards
Out of scope
Suggest, Recommend, Act: human review on every production write, so your team keeps the incident
Operational reasoning
In-house scripts & standalone LLMs
Fragile integrations that require constant re-engineering
Pure LLM proxies / gateways
Routes tokens, with zero visibility into operational topology
NeuBird, the Agentic Operations Center
Deep causal reasoning across 15+ sources in parallel
Incident memory
In-house scripts & standalone LLMs
Ephemeral; restarts investigation on every alert
Pure LLM proxies / gateways
None; sessions clear once the prompt completes
NeuBird, the Agentic Operations Center
Retains versioned conclusions and evidence without storing telemetry
Extensibility (MCP)
In-house scripts & standalone LLMs
Must manually wire individual tool connectors
Pure LLM proxies / gateways
Limited to API-key metering and routing
NeuBird, the Agentic Operations Center
Native MCP hub: custom agents inherit shared memory and context on day one
Incident governance
In-house scripts & standalone LLMs
High-risk autonomous execution without safeguards
Pure LLM proxies / gateways
Out of scope
NeuBird, the Agentic Operations Center
Suggest, Recommend, Act: human review on every production write, so your team keeps the incident
One agent, every surface
The same investigation, wherever your team already works.
From a native desktop co-pilot to the Slack channel where the incident gets reported, NeuBird brings the full investigation to the surface your team is already in.
SURFACE / 01Live operational context
Desktop co-pilot
A native workspace that runs local tools and investigates alongside you.
SURFACE / 02Live operational context
In your Slack channels
Finds root cause in minutes, creates a PR, and reports back for approval.
50+ integrations, live in minutes, with no rip-and-replace. Connect a source once and every investigation against it sharpens the next one, because NeuBird keeps what it learned. It stores conclusions, never your logs, metrics or traces: zero telemetry storage.
“Our team was able to get up and running with NeuBird AI rapidly. It is like having an always-on AI SRE that delivers real-time incident diagnosis and actionable fixes 24/7, saving our engineers hours of troubleshooting and improving service quality for our customers.”
Madhu Jahagirdar
VP of Cloud, Technology & Product, DeepHealth
DeepHealth
<5 min
to root cause, saving hours of troubleshooting on every incident
