NeuralOps sits between your app and your LLM provider. It logs every call, scores every output for hallucination risk, tracks cost per workflow, and autonomously rolls back to a fallback model when quality drops. 3 lines of code to install.
$ npm install @neuralops/sdk # That's it. Wrap your client. NeuralOps.wrap(openai, { apiKey })
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Features
One SDK. Full coverage across traces, quality, cost, and automated remediation.
Every LLM call logged with full request, response, latency, and token cost. Multi-agent workflows visualized as a causal graph.
Per-output quality scores using calibrated uncertainty estimation. Know when your agent is confident and when it's guessing.
Real-time spend tracking per agent, workflow, and model. Budget alerts before you burn through your runway.
When quality drops below your threshold, NeuralOps silently switches to a fallback model. Zero downtime. Zero manual intervention.
Link agent actions to revenue KPIs. A CFO-legible screen that turns observability data into renewal justification.
OpenAI, Anthropic, Gemini — and any provider that speaks the OpenAI SDK format. Switch or mix models without changing your app code.
Differentiator
LangSmith, Helicone, and Arize will tell you when your agent fails. NeuralOps detects the quality drop and silently switches to your fallback model — before your users notice. Zero downtime. Zero manual escalation.
Hallucination Risk
2.31%
↓ 18.7% vs 7d
Total Cost (7d)
$24,578
↑ 12.4% vs 7d
Quality below threshold on Summarizer Agent
Rolled back to claude-3-5-sonnet — 0ms user impact
How it works
One package. Wraps your existing LLM client. No architectural changes.
npm install @neuralops/sdk
import { NeuralOps } from "@neuralops/sdk"
const client = NeuralOps.wrap(openai, { apiKey })Traces appear in your dashboard within seconds. Latency, tokens, cost, quality score — all captured automatically.
// Your code doesn't change.
const response = await client.chat.completions.create({
model: "gpt-4o",
messages: [{ role: "user", content: prompt }],
})
// ↑ NeuralOps logs everything behind the scenes.Define the quality floor. If a model falls below it, NeuralOps rolls back to your fallback automatically. You find out after — not during.
NeuralOps.configure({
qualityThreshold: 0.85,
fallbackModel: "claude-3-5-sonnet",
alertWebhook: process.env.SLACK_WEBHOOK,
})Pricing
Free for individuals and small teams. Pay as your agents grow.
Free
For engineers exploring in development or running small workloads.
Team
For production teams shipping LLM features that can't afford blind spots.
Enterprise
For organizations that need SLAs, SSO, and dedicated infrastructure.
What we stand for
Transparency first
Full visibility into every call, no black boxes.
Autonomy over alerting
NeuralOps acts. It doesn't just notify.
Engineer empathy
Built for the engineer debugging at 11pm.
Honest uncertainty
Calibrated scores, no false precision.
Speed with rigor
Move fast. Correctness is non-negotiable.
100,000 traced calls every month. Free, forever.
No credit card required.
npm install @neuralops/sdk — then you're done.