Unity AI Gateway vs. WitnessAI Comparison


Unity AI Gateway Databricks	WitnessAI	+	+
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About Unity AI Gateway provides centralized governance, observability, and spend controls across enterprise AI systems, helping organizations manage agents, tools, models, MCPs, and AI frameworks from a single governed layer. It applies consistent governance across Databricks-hosted AI, external models, coding agents, agent harnesses, and other AI services without locking teams into a single provider or stack. Identity-aware policies control what agents can access, which actions they can take, and which tools they can use, while built-in, custom, and third-party guardrails enforce safety and compliance across prompts, responses, and interactions. It captures prompts, traces, tool calls, payload logs, audit logs, token usage, and policy decisions to monitor behavior, investigate incidents, and support compliance. Centralized cost controls track consumption across users, teams, applications, agents, and providers, with budgets, rate limits, and hard spend caps.	About WitnessAI is building the guardrails that make AI safe, productive, and usable. Our platform allows enterprises to innovate and enjoy the power of generative AI, without losing control, privacy, or security. Monitor and audit AI activity and risk with full visibility into applications and usage. Enforce consistent, acceptable use policy on data, topics, and usage. Secure your chatbots, data, and employee activity from misuse and attacks. WitnessAI is building a team of experts, engineers, and problem solvers from around the world. Our goal is to create an industry-leading AI security platform that unlocks AI’s potential while minimizing its risk. WitnessAI is a set of security microservices that can be deployed on-premise in your environment, in a cloud sandbox, or in your VPC, to ensure that your data and activity telemetry are separated from other customers. Unlike other AI governance solutions, WitnessAI provides regulatory segregation of your information.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience Enterprise AI and governance teams seeking to centrally control, monitor, secure, and manage AI agents, models, tools, usage, and spending across their organization	Audience Enterprises searching for a solution to monitor and audit their AI activity and applications
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Free Trial	Pricing No information available. Free Version Free Trial
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information Databricks Founded: 2013 United States www.databricks.com/product/artificial-intelligence/unity-ai-gateway	Company Information WitnessAI Founded: 2023 United States witness.ai/
Alternatives OpenRouter	Alternatives Akto
Vercel AI Gateway Vercel	Lasso Security
Cloudflare AI Gateway Cloudflare	Prompt Security SentinelOne
Enkrypt AI	Cisco AI Defense Cisco
WitnessAI View All	Enkrypt AI View All
Categories AI Gateways AI Governance AI Guardrails AI Usage Control	Categories AI Agent Security AI Governance AI Guardrails AI Usage Control Shadow AI Detection

Integrations Databricks Kimi K3 Model Context Protocol (MCP) View All 3 Integrations	Integrations Databricks Kimi K3 Model Context Protocol (MCP)
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