Prompt operations platform

Orchestrate. Evaluate. Scale

The command center for agentic workflows. Replace 'vibe-checks'" with rigorous engineering using cross-model benchmarking, versioned logic, and production-ready infrastructure for OpenAI, Gemini, and Claude

OpenAI, Gemini & ClaudeCSV evaluations & historyEmbeddable chat widgets
FuelR — AI reasoning and prompt workflow platform
Product

Built for serious prompt workflows

One workspace—design, evaluate, and ship without guesswork.

Prompt design & testing

Structured prompts, version history, and runs across OpenAI, Gemini, and Claude.

Datasets & evaluation

Upload CSVs, benchmark versions, and compare before production.

Widgets & deployment

Turn approved prompts into embeddable chat with a short script.

Digital Assembly Lines

Draft → evaluate → deploy

01

The Agentic SDR

How a sales team versions outreach prompts.

02

The Automated Auditor

How a legal team runs datasets to check for compliance.

03

The Support Specialist

Using the Chat Widget for self-healing customer service.

04

Observability & Runtime Insights

Monitor and analyze the performance of your LLM applications.

Three LLM providers

Same prompt, comparable runs—pick the model that fits

OpenAI

Google Gemini

Anthropic Claude

Why teams standardize on FuelR

Multi-provider testing

Compare outputs and latency across OpenAI, Gemini, and Claude.

Dataset-backed releases

Promote versions with evidence—not only gut feel.

Production widgets

Ship chat without rebuilding core infrastructure.

Production widgets

Ship chat without rebuilding core infrastructure.

Zero Vendor Lock-in

Switch providers in 10 seconds. Your infrastructure stays the same.

LLM as Judge

Coming Soon

Integration APIs

Bring prompts & evaluations into your stack

Stable HTTP contracts for internal tools and pipelines—with scoped keys and full revoke/rotate support.

Prompt version pull

Fetch metadata and history from a versioned public API surface.

Scoped API keys

Read-only integration keys with lifecycle controls your security team expects.

Evaluation payloads

Pull runs and per-item results to power custom QA dashboards.

Frequently asked questions

Straight answers about how FuelR fits your workflow

Which LLM providers are supported?

OpenAI, Google Gemini, and Anthropic Claude—so you can compare behavior and cost before standardizing.

Can we evaluate prompt versions with datasets?

Yes. Upload CSVs, run evaluations against specific versions, and review quality and spend before rollout.

How do chat widgets ship to production?

After validation, generate a widget and embed it with a short script—no rewrites to your core app.

Is there a free tier?

You can start with core prompt workflows and expand into advanced evaluation and deployment as usage grows.

How are API keys stored?

Keys are encrypted at rest and only decrypted for outbound provider calls. Workspace data stays under your control.

Stop Vibe-Checking. Start Engineering

Join teams using FuelR to design prompts, run evaluations, and launch widgets—with logs and APIs that match how you already work.

No credit card required · Start in minutes