NeuBird AI vs Resolve AI
Evaluating Resolve AI? Here's What a True Production Ops Agent Should Deliver
Resolve AI focuses on investigating incidents after they fire. NeuBird AI covers the full spectrum of Production Operations: it prevents, resolves, and operates your production environment, and runs however you deploy, from SaaS to private VPC, on-prem, hybrid, or fully air-gapped.
Ask these questions during evaluation
Does it prevent incidents, or only investigate them after an alert fires?
Can it deploy in your VPC, on-prem, or fully air-gapped?
Is pricing transparent, or credit-based and quote-only?
Does it cover the whole lifecycle, or stop at root-cause suggestions?
Head-to-Head Comparison
Investigation is one step. NeuBird AI runs the whole loop.
Resolve AI focuses on investigating an incident after it fires. NeuBird AI covers the full spectrum of Production Operations: preventing, resolving, and operating your environment. Here is where that difference shows up.
| Capability | Resolve AI | NeuBird AI |
|---|---|---|
| Scope of operations | Focused on investigating incidents. | The full spectrum, as one agent: prevents, resolves, and operates your production environment. |
| Operating posture | Reactive. Agents join on-call rotations and investigate after an alert fires. | Proactive and reactive. Prevention sweeps run every 6 hours and catch degradation 30 to 60 minutes before it pages, on top of real-time incident response. |
| Remediation | Read-only by default. Write actions require human approval; the company states full auto-remediation is targeted for end of 2026. | Executes remediation autonomously through your existing tools, or guides your team, with human-in-the-loop guardrails on consequential actions. |
| Deployment | SaaS plus a customer-deployed "satellite" gateway. No on-prem or air-gapped option stated. | SaaS, private VPC, on-prem, hybrid, or fully air-gapped. |
| Pricing | Credit and workload-based, available only by contacting sales. | Transparent, outcome-based pricing with no per-seat or data-ingestion fees. |
| Context model | Oriented around observability tools and GitHub code workflows. | Unified full-stack context across metrics, logs, traces, events, config, and deploys. 50+ tools, one investigation. |
Resolve AI details reflect the company's public product, security, and pricing positioning as of mid-2026.
Core Capabilities
The full spectrum of Production Operations.
An autonomous investigator waits for an alert, then digs in. NeuBird AI works the whole loop: it prevents incidents on a schedule, resolves the ones that get through, and keeps operating your environment between them.
Prevent
Scheduled sweeps every six hours catch config drift, silent failures, and slow degradation 30 to 60 minutes before they page.
~1 in 5 incidents never happen
Resolve
Autonomous investigation and root cause with a verifiable evidence chain, then remediation with human-in-the-loop guardrails.
Root cause in 2 to 5 min at 94%
Operate
Between incidents it keeps right-sizing cost, capturing every fix, and getting sharper on your environment.
200+ eng hours recovered / month
Every Signal, One Investigation
NeuBird AI unifies your full production stack into one context layer and reasons across all of it, rather than working from one tool's slice of data.
Connects to the Tools You Already Run
No rip and replace. NeuBird AI connects to 50+ tools and works in Slack, your IDE (Cursor, VS Code), the terminal, and any MCP client, with a web dashboard for centralized viewing.
Outcomes in Production
Measurable reliability. From day one.
Teams that deploy NeuBird AI cut MTTR, silence alert noise, and win back engineering hours, because the agent prevents incidents upstream instead of only investigating them after the fact.
Reduction in MTTR
Root cause identified in 2 to 5 minutes at 94% accuracy, verified in production environments like DeepHealth.
Less alert noise
Conditions are handled upstream, so pages that never needed a human never fire.
Eng hours recovered monthly
Reclaimed from manual investigation and toil, redirected to roadmap work.
Runs Where You Run
Resolve AI runs as SaaS with a customer-deployed gateway. NeuBird AI meets stricter requirements with the same security posture in every model, from fully managed SaaS to an install that never leaves your network.
Evaluator tip: During your trial, test more than a live incident. Ask each tool to surface a problem you did not alert on. Proactive detection is where a Production Ops Agent separates from an autonomous investigator.
FAQ
NeuBird AI vs Resolve AI, answered
What is the difference between NeuBird AI and Resolve AI?
Resolve AI focuses on investigating incidents after an alert fires and gates remediation behind human approval. NeuBird AI covers the full spectrum of Production Operations: it prevents incidents with scheduled sweeps, resolves and remediates with guardrails, and operates between incidents, deployable as SaaS, private VPC, on-prem, hybrid, or fully air-gapped.
Does Resolve AI prevent incidents or only investigate them?
Resolve AI is reactive by design: its agents join on-call rotations and investigate once an alert fires. It does not run scheduled prevention sweeps. NeuBird AI inspects every service every six hours, catching config drift and degradation 30 to 60 minutes before they page an engineer.
Can Resolve AI deploy on-premises or air-gapped?
Resolve AI runs as SaaS with a customer-deployed gateway and does not publicly offer on-prem or air-gapped deployment. NeuBird AI deploys as SaaS, in your private VPC, on-prem, hybrid, or fully air-gapped, with SOC 2 Type II certification, read-only access, and no data retention.
How does NeuBird AI pricing compare to Resolve AI?
Resolve AI uses credit and workload-based pricing available only by contacting sales. NeuBird AI uses transparent, outcome-based pricing with no per-seat or data-ingestion fees, so your cost tracks the value delivered rather than the size of your team or your telemetry volume.
Is Resolve AI fully autonomous today?
Not yet. Resolve AI keeps a human in the loop and gates write actions behind approval; its founder has said full autonomous remediation is targeted for end of 2026. NeuBird AI executes remediation today through your existing tools, with human-in-the-loop guardrails on consequential actions.
See the Difference for Yourself
Stop investigating incidents. Start preventing them.
Book a demo and watch NeuBird AI surface a problem before it pages you, then resolve one end to end.