WitnessAI
One platform to secure your human and agentic workforce.
By WitnessAI · 3.5/5 Value-Position score (estimate)
Positioning guardrails
Best for
- Enterprises rolling out generative AI and autonomous agents that need visibility, policy enforcement and audit trails across human and agentic workforces
- Security, risk and compliance teams that must control shadow AI, stop sensitive-data leakage and prompt injection, and prove governance to auditors
- Platform and developer teams governing AI coding agents, approved MCP servers and tool access
Ideal size: 1,000+ employees people · Regulated enterprise with a security or AI governance function and broad employee AI use
Not for
- Small teams or startups wanting a low-cost, self-serve AI security tool with published pricing
- Buyers who need to build or host their own AI applications; WitnessAI governs AI, it does not build it
- Organizations that only need a prompt-filtering proxy and no governance, audit or FinOps layer
Value metrics scorecard
Time-to-Value
About 4-8 weeks
~30 days to first production value
Total Cost of Ownership
On request
Quote-based enterprise pricing, sold through demo requests; no public price list, seat tier or implementation fee is published on witness.ai
Implementation Friction
3/5
Engineering + admin effort required
Value-Position score
out of 5 · model estimate
Full cost breakdown
Mandatory implementation fee
None
Seat tiers
Not listed
Add-on costs
- None
Company & support
Who is behind WitnessAI, and how your team gets help once it is live.
Company
- Founded
- Not recorded
- Headquarters
- Not recorded
How you get support
- PhoneNot listed
- EmailNot listed
- Live chatNot listed
- Support portal / ticketsPlan not stated
- Community forumNot listed
- Help centre / docsNot listed
- Dedicated account managerNot listed
- In person / on-siteNot listed
- Hours
- Not recorded
- Response time
- Not stated
Support requests are submitted through the form on witness.ai/support. No support phone line, email address, published SLA or support hours are stated, and the contact page form is sales-oriented.
“Not listed” means the vendor’s public pages don’t mention that channel, not that it is unavailable. Ask about it during evaluation.
Market position
Where WitnessAI sits against its closest alternatives. Pick any two of cost, speed, friction and buyer score, and up to 9 companies to compare.
Quadrant view
Typical annual cost × Time-to-value
The lines cross at the median of the solutions shown, so about half sit on each side of each line.
Companies on the chart 6 / 10
- WitnessAI
- Resistant AI
- Napier AI
- Chainalysis
- Mitek
- BioCatch
Add or change companies
Up to 10 companies including WitnessAI. Listed closest first.
Stack fit signal
Compatibility with standard B2B ecosystems.
No supported MCP path today, so it cannot be driven from an AI client.
AI & MCP readiness
What WitnessAI ships in AI, and what it asks of your ecosystem.
AI features shipped
The platform's core job is governing AI: cataloging AI apps, agents and MCP servers, logging AI interactions, applying policies by role, department or intent, redacting sensitive data, routing prompts and emitting audit trails. Detection is powered by the vendor's intent-based ML engines and its NER-D sensitive-data model.
Your data & models
- Trains on your data
- Not recorded — ask the vendor
- Runs on
- Not recorded
- AI pricing
- Not recorded
In your ecosystem
- AI connection
- Not supported
- Model key
- Not recorded
- AI usage audit
- Full audit trail
Compliance attestations
* IAPP AIGP certifies individuals, not products. It means named staff hold the credential — not that the platform does.
Bottom line
WitnessAI is an enterprise AI security and governance platform. It observes AI use across employees, applications, models and MCP servers; enforces policy, routing and MCP/tool controls; and adds runtime guardrails against prompt injection, jailbreaks and data leakage. Granular audit trails trace agent actions back to human identities, and the platform covers AI FinOps, compliance and developer-workflow use cases. It is sold demo-led to enterprises and publishes no public pricing.
Frequently asked questions
What does WitnessAI actually do?
WitnessAI is an AI security and governance platform. It discovers and catalogs the AI applications, agents and MCP servers in use, shows AI conversations and agentic activity, and applies behavior-based controls: policy by role, department, intent or workforce type, model routing, real-time redaction of sensitive data, and enforcement of approved MCP servers and tools. It also provides runtime protection against prompt injection and jailbreaks, plus audit trails and AI spend reporting.
How much does WitnessAI cost?
WitnessAI does not publish pricing. Buying starts with a demo request via witness.ai/contact, so pricing is quote-based and typically negotiated for enterprise deployments. Budget for an annual platform subscription plus internal effort to deploy and configure policies and integrations; no public starting price, seat tier or implementation fee is available.
How long does it take to go live?
WitnessAI publishes no implementation timeline or SLA. Enterprise deployments of AI gateways and governance layers are usually phased over several weeks: connect the platform, inventory AI apps, agents and MCP servers, then turn on enforcement. Treat any timeline as vendor-specific and confirm a rollout plan and success criteria in the sales process.
Does WitnessAI use our data to train its models?
No statement either way was found. WitnessAI's privacy policy describes collecting and analyzing AI interactions to monitor policies and detect sensitive-data leaks, but it does not say whether customer data is used to train or improve models. Ask for a written data-use commitment before signing.
Which compliance certifications does WitnessAI hold?
None are evidenced on the pages reviewed. WitnessAI markets a secure single-tenant environment with data sovereignty, real-time masking of sensitive data and granular audit trails, and says customers can meet industry regulations such as PCI DSS 4.0.1, but no SOC 2, ISO 27001, HIPAA or FedRAMP certification is claimed on a trust or security page. Request current attestations during due diligence.
Does WitnessAI work with MCP servers?
Yes. WitnessAI inventories MCP servers, shows which external servers and tools agents connect to, and enforces control of approved MCP servers and tools across agents, IDEs and agentic applications. It governs MCP usage; the pages reviewed do not indicate that WitnessAI ships an MCP server of its own.