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Adaline

1Turns 2production 3AI 4traces 5into 6evals

the six Ws · specification

W1 Who

Product and engineering teams operating AI agents in production who need to catch failures before users do.

W2 What

Adaline is a commercial platform that analyzes production agent traces, clusters behavior patterns, and auto-generates evaluations and synthetic test data for continuous improvement.

W3 Where

Delivered as a cloud SaaS platform with SOC 2 Type II, GDPR, and HIPAA support for enterprise customers.

W4 When

Used once an AI agent is in production and a team needs automated regression detection instead of manual log review.

W5 Why

It automates the usually manual loop of finding failure patterns in logs and turning them into repeatable evaluations.

W6 With

Integrates via SDK instrumentation into existing agent and LLM call stacks across providers.

W7 Watch

Commercial, closed source SaaS requiring an account, publicly names customers including Salesforce, DoorDash, and OpenAI.

llm-opsevaluationprompt-managementproduction-tracessynthetic-data

for agents & scripts

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