Not Diamond is the optimization layer for AI.

We help frontier AI developer teams automatically improve agents, optimize prompts, and route queries across the constantly evolving model landscape.

Accuracy gains 50% +
Faster dev cycles 40x
Cost savings 100x

FOR DEVELOPERS AT THE FRONTIER

IBM
Openrouter
Hugging Face
Dropbox
Optum
Doordash
Snowflake
Tenor
Rootly
American Expresss
Notion
Replicated
Parakeet
GROQ
Forethought

1. AGENT OPTIMIZATION

Agent optimization leverages self-improving algorithms to optimize multi-step workflows and autonomous agents, dramatically improving success rates over long-running agent trajectories.

2. PROMPT OPTIMIZATION

Prompt optimization automatically optimizes your static prompt templates across any model and any provider, outperforming days of manual prompt engineering in minutes of background processing.

Original promptMutateMutateEvaluateEvaluateAnalyzeAnalyzeReviseReviseOptimized prompt

3. INTELLIGENT ROUTING

Intelligent routing is an ultra low-latency runtime optimization that predicts which model to use for each input, maximizing accuracy while offering dynamic cost and 
latency tradeoffs.

We use Not Diamond to power our intelligent routing feature, giving developers the ability to automatically use the best model on every input across every leading language model.
Alex Atallah
Alex Atallah
CEO and Co-founder, OpenRouter
As the leading incident management platform, ensuring high accuracy in Rootly’s AI workflows is paramount. Across our SRE benchmarks, Not Diamond increased the average accuracy of models by 39%, with some models more than doubling in performance.
Sylvain Kalache
Sylvain Kalache
Head of AI Labs, Rootly
Not Diamond radically accelerated our development cycles and we’ve seen huge jumps in output quality. Throughout it all, the Not Diamond team has been incredibly responsive anytime we need support.
Grant Miller
Grant Miller
CEO and Co-founder, Replicated

BUILT FOR PRODUCTION-GRADE WORKLOADS

1— Our products are state-of-the-art across both public benchmarks and production workloads, achieving higher accuracy more efficiently than all other techniques.

2— Integrations are stack agnostic and support your existing orchestration gateway, models, and evaluation pipelines via our secure API or in your own environment.

3— Not Diamond is SOC-2 and ISO 27001 compliant. We provide ZDR policies, VPC deployments, and 24/7 support to the most sophisticated AI teams in the world.

100x your AI dev cycles

Let the machine build the machine