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What is Unity AI Gateway?

Unity AI Gateway provides a cohesive platform for managing governance, oversight, and financial management of diverse AI systems within an organization, allowing for the centralized supervision of agents, tools, models, and AI frameworks through a single, regulated interface. This solution promotes uniform governance for AI services, including those hosted on Databricks, external models, coding agents, and agent harnesses, effectively mitigating the risk of vendor lock-in for teams. With policies that consider user identities, it regulates agent access, allowable actions, and tool utilization, while integrated, custom, and third-party protections ensure safety and compliance during prompts, responses, and user interactions. The system meticulously logs prompts, tracks tool interactions, records payloads, maintains audit trails, documents token usage, and captures policy decisions, all of which enhance behavior monitoring, facilitate incident investigations, and support compliance efforts. Additionally, it features centralized financial controls that allow for the tracking of consumption across users, teams, applications, agents, and providers, incorporating budget management, rate limits, and strict spending thresholds to enhance resource allocation efficiency. By simplifying these workflows, Unity AI Gateway not only optimizes the use of AI technologies but also ensures that organizations remain aligned with their governance and financial constraints, making it an essential tool for modern enterprises. Ultimately, this comprehensive approach positions businesses to leverage AI innovations while maintaining accountability and control over their operations.

What is AAES Govern?

AAES Govern is an innovative self-hosted software solution that is currently in the pre-launch stage, aimed at managing requests from enterprise AI agents through established credential pathways. It ensures user permissions are verified, requires necessary human approvals, and enforces spending limits by reserving evaluated amounts before final authorization, all while meticulously documenting signed decisions to maintain offline integrity. Although agents can utilize direct credentials or alternative methods to bypass these regulations, integrations that merely monitor cannot interrupt ongoing processes. Customers may engage in a paid design partnership, costing USD 40,000 for a three-month period, which encompasses both AAES Govern and the unique AAES Operate product; however, production rates remain undisclosed to the public. While managed hosting for Govern is anticipated, it is not yet available for users. Furthermore, the aaesverify CLI, which was released separately and is licensed under Apache-2.0, can verify the integrity of exported records against a trusted public key, but it does not guarantee complete data capture, input accuracy, or fidelity in downstream execution. Importantly, AAES has yet to present any results from production customers or achieve independent certification for its products, which indicates a significant gap in third-party validation. This lack of verified performance and external endorsement raises concerns about the software's preparedness for broader deployment in enterprise scenarios, ultimately questioning its reliability and effectiveness in real-world applications.

Media

Media

No images available

Integrations Supported

Model Context Protocol (MCP)
Databricks
Kimi K3
Openlayer

Integrations Supported

Model Context Protocol (MCP)
Google Workspace
HashiCorp Vault
Microsoft Copilot Studio
Microsoft Entra
Okta
Slack

API Availability

API Availability

Has API

Pricing Information

Pricing not provided
Free Version
Free Trial Offered?

Pricing Information

$40,000/3 months
USD 40,000 for a three-month customer-run design partnership covering AAES Govern and the separate AAES Operate product. Production pricing is unpublished. Managed Govern hosting is planned but is not currently offered.

Supported Platforms

Not specified

Supported Platforms

On-Prem

Customer Service / Support

Standard Support
Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training

Training Options

Documentation Hub

Company Facts

Organization Name

Databricks

Date Founded

2013

Company Location

United States

Company Website

www.databricks.com/product/artificial-intelligence/unity-ai-gateway

Company Facts

Organization Name

AAES

Company Location

Hong Kong

Company Website

aaes.ai/products/govern.html

Categories and Features

AI Gateways

Not specified

AI Governance

Not specified

AI Guardrails

Not specified

AI Usage Control

Not specified

Categories and Features

AI Governance

Not specified

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