Infere – LLM Observability & AI Prompt Management Platform

Infere

4 min read Original article ↗

The Infrastructure Layer for
LLM Workflows

The all-in-one platform for LLM prompt management, evaluation, and observability - with enterprise-grade reliability, governance, and cost control in one place.

Designed to handle billions of requests Low Routing Latency 99.9% uptime SLA 200+ Edge Locations

AI Cost Optimization

Cut AI spend with an AI-powered model router that analyzes prompt complexity and routes to the optimal model - plus per-token budgets with hard caps and workspace-level visibility.

Git-Native Workflow

Manage prompts like code - branch, merge, version, and A/B test in real git repositories. Every save is a version backed by a commit.

Unified AI Gateway

One OpenAI-compatible endpoint across leading AI providers. An AI-powered model router, three context-compression strategies, AI prompt enhancement, fallback chains, and circuit breakers - no in-house routing layer.

Evaluator-Driven Quality Gates

Score prompts and models with AI judges and deterministic evaluators, compare runs side by side, and gate deployments on regression policies.

Workspace Isolation

Give every team autonomy with their own tokens, prompt repositories, and budgets without losing centralized visibility across organizations and workspaces.

Full Audit Observability

Every API call logged as a request, grouped into traces, and tagged with custom properties - inspect, filter, and export for security reviews.

Git-native workflow

Ship prompts like code

Your prompts live in real git repositories. Review, merge, and deploy them the same way you ship software - every change versioned, every release reversible.

  • Roll back any release in one click
  • Review changes in pull requests before they go live
  • Deploy by push - no pipelines to build

Evaluators & regression gates

Choose an evaluator, catch the regressions

LLM judges, deterministic checks, and sandboxed code - 60+ evaluator types that score every deployment against your quality bar.

  • LLM, code, and deterministic evaluators in one library
  • Regression policies block bad releases automatically
  • Custom judges for your exact quality bar

Token observability & compliance

Know where every token goes

Log requests, responses, and token usage on every call. Set retention, encryption, and audit policies that keep you compliant - and fine-tune what gets tracked.

  • Full request/response logging with token counts
  • Retention, encryption, and audit trails built in
  • Compliance-ready by default - no extra tooling

Create your account

Sign up, add credits, and generate your first API token in minutes.

Connect your app

Point your API calls at the OpenAI-compatible endpoint. No rewrites required.

Route and optimize

Set routing modes, deploy prompts, and watch cost and latency drop.

What is Infere?

An intelligent AI routing and management platform - one OpenAI-compatible API across leading AI providers, with prompt management, AI evaluation, observability, and enterprise controls in a single place.

Will I need to rewrite my code?

No. Point your existing calls at the Infere endpoint - same SDK, same format, no rewrites required.

How does pricing work?

No subscription and no markup. You prepay a balance that never expires, and only pay for the tokens you use.

How does Infere reduce AI costs?

An AI-powered model router selects an efficient model for each request based on complexity, while context compression and per-token budgets keep costs predictable.

Which models can I access?

The latest frontier models from every major provider - auto-routed for the best balance of cost, speed, and quality.

Is my data secure?

Full audit trails, encryption, and workspace isolation on every request. Compliance-ready by default.

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Ready to simplify your AI infrastructure?

Start routing AI requests through Infere in minutes. No subscription, no markup - your balance never expires.