NeuralFields - Think in Fields - Build in Intelligence

Overview

Stable

Route to the cheapest model that clears your quality bar

Route every request to the cheapest model that meets your quality bar - across Claude, GPT, Gemini, Mistral, and self-hosted Ollama. Profile prompts, fail over on outages, and A/B test models in production behind a single API.

Cut AI spend up to 68% on customer-facing workloads.
Survive provider outages without rewriting integrations.
Match quality bars per feature without hand-tuning prompts.

Before you pick this service

Learn more about Smart Multi-Model Routing

What is NeuralFields?

NeuralFields is an enterprise AI platform for building, managing, and operating intelligent systems across cloud and edge. Orchestrate agent swarms, AI gateways, self-hosted models, edge runtimes, and enterprise workflows through a unified platform with security, governance, and observability built in.

What is ElsaX Runtime, and how does it work with NeuralFields Platform?

Which AI providers can I use with NeuralFields?

Claude (Anthropic), ChatGPT (OpenAI), Gemini (Google), xAI, OpenRouter, Cohere, Groq, DeepSeek, Perplexity, Mistral, Z.ai, and more, plus AI coding and agent tools like ElsaX, Claude Code, Gemini CLI, and GitHub Copilot CLI. New providers and integrations are added continuously, so your application code never changes.

Overview

Stable

Replay repeated context from cache - skip the round-trip

Detect repeated context across requests and replay it from cache. Reduce tokens, latency, and provider load - without changing your app. Normalize prompts, reuse identical context windows, and tune cache policy per route.

Push cache hit rates from 12% to 80%+ on chat workloads.
Slash p95 latency on long-context RAG pipelines.
Reduce token bills predictably as traffic scales.

Before you pick this service

Learn more about Aggressive Prompt Caching

Can I integrate NeuralFields with my existing AI stack?

Yes. NeuralFields seamlessly integrates with leading open-source and closed-source AI providers and frameworks, including OpenAI, Claude, Google Gemini, LangGraph, LangChain, CrewAI, and more. You can also bring your own custom company skills and MCPs with fine-grained security controls and access policies.

Can I deploy NeuralFields with self-hosted or on-premises AI models?

Yes. For production use cases, human evaluation by subject matter experts is a critical step in the AI quality pipeline. NeuralFields makes it easy to set up and scale human-in-the-loop evaluation workflows. Enterprise plans also include dedicated support for managed human evaluations through the platform.

Does NeuralFields support SSO, RBAC, and enterprise governance?

Yes. NeuralFields includes Formant, an AI-native autonomous systems module for orchestrating drones, robots, and multi-agent swarms. It combines real-time control, mission automation, and AI-driven decision-making to enable large-scale autonomous operations in dynamic environments.

Overview

Beta

Researcher → planner → executor, with budgets baked in

Compose researcher → planner → executor handoffs with typed contracts, retries, and budget guards baked in. Define agent teams declaratively, enforce per-step budgets, and inspect every handoff, tool call, and retry.

Replace brittle Notion or Zapier flows with reliable agents.
Run long-horizon research and code tasks end-to-end.
Productize internal workflows safely with audit trails.

Before you pick this service

Learn more about Multi-Agent Orchestration

How does NeuralFields help teams collaborate on AI projects and workflows?

NeuralFields includes FlowDesk, a collaborative work management module that helps teams plan, track, and automate AI projects, tasks, and complex workflows, all from a single unified workspace.

How does smart routing reduce AI costs?

Yes. By combining NeuralFields AI with the Formant module for robotic and hardware orchestration and the FlowDesk module for project and workflow management, you can build end-to-end autonomous pipelines that connect AI reasoning with robotic execution, operational workflows, and real-time tracking.

How do I monitor AI usage, latency, and cost?

Get started with a 14-day free trial that gives you full access to all supported providers, agents, and platform features. Credit card verification is required upon sign-up to prevent abuse, but you won't be charged during your trial. When you are ready to scale, you can seamlessly upgrade to a paid plan at any time.

Overview

New

Every request, every model, every dollar - in real time

Real-time dashboards for every request, every model, every dollar. Slice by user, project, route, or feature flag. Alert on regressions, prompt drifts, and budget overruns, and export everything to your stack.

Give finance per-feature AI spend without a SQL ticket.
Catch a runaway prompt before it ruins the month.
Justify model-switch decisions with hard numbers.

Before you pick this service

Learn more about Token & Cost Observability

Does NeuralFields support human-in-the-loop AI evaluation?

Yes. Enterprise plans support routing to private Ollama, LM Studio, SGLang, or vLLM endpoints alongside public cloud providers. You can also deploy the NeuralFields AI platform in your VPC with integrated SSO and RBAC controls.

What can I build with ElsaX Runtime?

Only the prompts and data you explicitly route to an AI provider are sent to that provider. NeuralFields does not use your data to train its own models, and we support provider-specific data retention and zero-retention policies where available. Enterprise plans are designed to meet enterprise security and compliance requirements.

Can ElsaX Runtime connect AI with physical devices and operational workflows?

We never block your requests or throttle your service. Every request continues to be routed to the most cost-effective provider that meets your quality requirements, and overage tokens are billed at transparent, baseline rates, no surprise penalty fees or multipliers.

Overview

Stable

Run the gateway inside your own perimeter

Deploy the gateway in your VPC or on bare metal. Keep prompts, data, and audit logs inside your perimeter. Ship as a Helm chart, Terraform module, or single binary, and wire SSO, RBAC, and audit logs into existing tooling.

Run AI workflows under HIPAA, FedRAMP, or PCI scope.
Mix cloud and on-prem models behind one API.
Stay shippable when legal blocks public providers.

Before you pick this service

Learn more about Self-Hosted & On-Prem

How does the Starter plan work?

Yes, anytime. Upgrades take effect immediately with prorated billing. Downgrades take effect at the end of your current billing cycle with no early termination fees.

What happens if I exceed my token allocation?

Every paid plan includes a 30-day money-back guarantee. If you are not satisfied, you can cancel anytime and request a full refund, no questions asked.

Can I upgrade or change plans at any time?

Every paid plan includes a 30-day money-back guarantee. If you are not satisfied, you can cancel anytime and request a full refund, no questions asked.

Services that scale your AI workloads

Explore the services

Route to the cheapest model that clears your quality bar

Replay repeated context from cache - skip the round-trip

Researcher → planner → executor, with budgets baked in

Every request, every model, every dollar - in real time

Run the gateway inside your own perimeter

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