Agentic Index

Knostic vs WitnessAI (2026)

Both stop AI systems revealing what they should not, at different layers, at 7.5 and 8.5 of 14.

WitnessAI applies intent based behavioural controls at the network layer, analyzing the meaning behind each prompt to block multi turn attacks and contextual jailbreaks, monitoring which agents are active and what they touch, and connecting human and agent identities. Knostic works at the knowledge layer, preventing assistants like Microsoft 365 Copilot and Glean from oversharing, capturing per user per topic need to know policies and simulating employee queries to find exposure before staff do. WitnessAI stops the attack; Knostic stops the accident, and oversharing is usually the accident.

Choose Knostic if

  • Copilot or Glean oversharing is your live problem and identity controls have not fixed it.
  • Simulating employee queries to find exposure before staff do is the proactive control.
  • EU AI Act, ISO 42001 and NIST AI RMF alignment maps to your obligations.

Choose WitnessAI if

  • Documented coverage is broader and adversarial attacks are the threat you fear.
  • Network layer enforcement stops things rather than reporting them.
  • Connecting human and agent identities is the visibility gap you cannot close.
At a glance Knostic WitnessAI
Category Security / SOC agent Security / SOC agent
Entry price Contact sales Contact sales
Free / trial Copilot Readiness Assessment offered as an entry point Not published
Pricing confidence contact only contact only
Feature
K
Knostic
W
WitnessAI
Action & orchestration

Integrations & Tool Calling

Ability to connect agents to real systems through native integrations, OAuth-authenticated actions, custom tools, APIs, webhooks, or MCP-compatible tools.

Full / Explicit Full / Explicit

Workflow Orchestration

Ability to sequence, branch, retry, route, and combine deterministic workflow nodes with autonomous agent steps.

Partial Full / Explicit

Triggers & Channel Coverage

How agents wake up and where they work: schedules, webhooks, message events, CRM events, inbox events, chat, email, voice, and collaboration tools.

Full / Explicit Full / Explicit
Knowledge & context

Knowledge Grounding & RAG

Ability to ground agent behavior in company data through document ingestion, retrieval, external knowledge APIs, semantic search, or RAG layers.

Full / Explicit Partial

Memory & State Persistence

Ability to persist context across a run, conversation, workflow, user, team, or longer-term memory layer.

Partial Partial
Control & trust

Human Oversight & Guardrails

Approval steps, consent checkpoints, escalation rules, structured guardrails, policy constraints, and pause/resume controls.

Partial Partial

Security, Identity & Governance

RBAC, SSO, auditability, encryption, least-privilege tool access, compliance posture, and data handling policy.

Full / Explicit Full / Explicit

Observability & Auditability

Traces, logs, execution histories, metrics, audit events, and debugging detail for production agent behavior.

Full / Explicit Full / Explicit

Deployment & Data Residency

Deployment modes and options, including SaaS, dedicated cloud, VPC, on-prem, hybrid, local runtime, and self-hosting.

No / Not documented Full / Explicit
Solution readiness

Prebuilt Agents, Templates & Packs

Ready-made workflows, packaged employees, templates, blueprints, industry solutions, and role-specific agents that reduce time-to-value.

No / Not documented Partial
Platform extensibility

Model Flexibility & Routing

Ability to work across multiple foundation models, route tasks to different models, or let buyers bring their own providers and keys.

No / Not documented No / Not documented

APIs, SDKs & MCP Extensibility

Composability layer: stable APIs, SDKs, MCP tool consumption/serving, custom tools, and integration into internal systems.

Partial Partial

Testing, Debugging & Optimization

Testing, debugging, scoring, retries, fallbacks, quality gates, and optimization loops for improving agent workflows before and after deployment.

Partial No / Not documented
Specialist automation

Browser & Computer Use

Browser, desktop, or remote/local computer control for workflows that cannot be handled through stable APIs alone.

No / Not documented No / Not documented

Pricing snapshot

Sourced from the Index pricing dataset · open each vendor's profile for full detail.

Pricing
K
Knostic
W
WitnessAI

Entry price

Lowest public entry point

Contact sales Contact sales

Pricing confidence

How public the numbers are

Contact only Contact only

Billing

Primary billing axis

scope of enterprise AI assistants and knowledge sources under governance scope of AI interactions, users, and agents governed across the enterprise network

Variable cost

Workload / overage exposure

Medium variable cost Medium variable cost

Free tier / trial

Try before you buy

No free tier
No free tier

Buying motion

Self-serve vs sales call

Sales call Sales call

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