Evaluating Resolve AI? Here's What a True Production Ops Agent Should Deliver

Resolve AI puts AI agents on call: they triage alerts, investigate incidents alongside engineers, and run operational workflows your team defines, all with read-only access and a human approving action. NeuBird AI covers the full spectrum of Production Operations: it prevents incidents with built-in sweeps every six hours, resolves and remediates through the tools that already run your environment with guardrails on consequential actions, and keeps operating between incidents. It deploys as SaaS, private VPC, on-prem, hybrid, or fully air-gapped.

Resolve AI does both, with a caveat worth understanding. Its on-call and incident agents are alert-triggered, and its background agents run proactively on a schedule or trigger. Those background agents execute the operational workflows your team defines, so the coverage you get is the coverage you thought to write and keep current. NeuBird AI ships prevention as a built-in behavior: it inspects every service every six hours whether or not anything fired, catching config drift and slow degradation 30 to 60 minutes before they page an engineer, without anyone authoring a workflow first.

Resolve AI runs as SaaS with a customer-deployed "satellite" gateway that scopes and proxies data access, and it holds SOC 2 Type II, GDPR, and HIPAA. What it does not publicly offer is on-prem, fully air-gapped, or FedRAMP-region deployment: the satellite is an access gateway, not a way to run the product inside your perimeter. NeuBird AI deploys as SaaS, in your private VPC, on-prem, hybrid, or fully air-gapped, with the same security posture in every model, so regulated and classified environments get the same agent as everyone else.

Resolve AI prices custom annual contracts, quote-only through sales, scoped by production workload, alert volume, and investigation requirements. Pricing that scales with alert volume means the noisiest quarter is also the most expensive one. NeuBird AI uses transparent, outcome-based pricing with no per-seat or data-ingestion fees, and alert volume is never billed, so your cost tracks the value delivered rather than the size of your team or your telemetry.

You can build a great deal. Resolve AI exposes MCP, an API, and Skills so your team can create its own agents and encode tribal knowledge, and for teams with platform engineers to spare that is real leverage. It is also a different purchase: your team scopes each agent, writes the instructions, wires the tools, and owns the evaluation and upkeep, which is the same engineering time the agent was meant to give back. NeuBird AI arrives already knowing how to investigate and operate production across 50+ tools, so the comparison is closer to build versus buy than feature versus feature.

Not as of August 2026. Resolve AI states "No write access: your data remains unchanged" on its security page, and its pricing page describes engineers directing agents and approving action, so the agent investigates and recommends while a human executes. That is a deliberate and defensible design choice, and for some teams it is the right one. NeuBird AI executes remediation through the tools you already run, with human-in-the-loop guardrails on consequential actions and a full audit trail, so the fix does not wait on someone reading a recommendation at 3am.