# Evaluations Become Operational

> A deep dive into Gaia 2.5’s evaluation APIs, exports, and the shift toward measurable quality.

## Metadata

- Published: 2025-07-04
- Author: Gaia team
- Post type: deep_dive
- Tags: evaluations, quality, reporting, governance

# Gaia 2.5 — Evaluations Become Operational

As AI systems mature, evaluation can’t stay informal.

With **Gaia 2.5**, evaluation moves from a manual practice to an **operational capability** — one that can be integrated, exported, and governed.

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## The Problem: Quality Needs Infrastructure

Teams often start evaluating AI outputs with ad-hoc tools and spreadsheets.
That works — until scale and accountability demand more.

Gaia 2.5 addresses this by introducing evaluation infrastructure that can be built on, not just used once.

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## Evaluation APIs — From Interface to Integration

**What shipped**

Gaia 2.5 adds API endpoints for creating, updating, and deleting evaluation criteria.

**Why this matters**

APIs allow evaluations to be:

- automated,
- integrated into workflows,
- and managed consistently across environments.

This turns evaluation into a repeatable practice instead of a one-off task.

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## Exports and Reporting — Making Results Portable

**What shipped**

Gaia 2.5 adds export options for evaluation results, including CSV and JSON.

**Why this matters**

Quality data is only useful if it can move.
Exports enable teams to:

- share results with stakeholders,
- integrate into dashboards,
- and store evaluation history externally.

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## Access and Governance — Defining Who Can Measure

**What shipped**

Gaia 2.5 refines evaluation access control, aligning evaluation management with broader platform governance.

**Why this matters**

Evaluation often influences decisions.
By tying it to clearer access control, Gaia ensures that quality signals are:

- trustworthy,
- auditable,
- and managed by the right people.

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## Looking Ahead

The next release continues this trajectory with **tighter evaluation workflows** and deeper alignment with project-level configuration.

Gaia 2.5 makes evaluation operational. **The next release makes it integral.**