Does Cisco publish AI Defense list pricing?

The Cisco product and data-sheet pages reviewed on 18 October 2026 show a demo-led enterprise path. They show no numeric enterprise rate. Request a written quote and require Cisco to define the licensed units and included capacity behind the total.

Is Cisco AI Defense Explorer Edition the full enterprise platform?

Cisco says Explorer Edition is a way for builders to red-team AI applications and obtain a report for security review. The enterprise page describes a broader platform. It covers discovery and supply-chain risk, plus validation, runtime protection, and access. Confirm entitlements in writing before treating the public entry path as equivalent to an enterprise order.

Which inputs should I send Cisco for a quote?

Send the number of cloud environments and VPCs. Include on-premises deployments and applications. Add models and repositories, then list MCP servers and protected routes. Include expected request volume, validation cadence, and evidence retention. State support needs, integrations, and rollout services separately. Ask Cisco to map each input to a commercial meter.

Does Cisco AI Defense include model-provider charges?

Cisco's pages describe AI security capabilities. They do not describe the inference bill charged by each model provider. Keep model usage and customer infrastructure on separate budget lines. Do the same for telemetry storage and Cisco software or services unless the signed order explicitly combines them.

What should an acceptance test prove?

Test asset discovery and one model or application validation run. Then test an inspected runtime request. Record the deployment point and identity context. Capture the policy outcome, evidence export, and failure behavior. The result should let the renewal owner connect a purchased entitlement to an observable control.

Cisco AI Defense Pricing and Quote Scope

Cisco AI Defense pricing starts with a demo request, not a public enterprise rate card, and Cisco's product page says the full platform is available through a sales demo. A separate Explorer Edition path is available for builders who want to red-team an AI application. The public pages reviewed on 18 October 2026 name the platform's components and deployment options, but they publish no numeric enterprise price.

TL;DR

Cisco publishes a request-a-demo route for AI Defense. The reviewed product and data-sheet pages show no numeric enterprise rate.
Explorer Edition is a public path for application red teaming before a buyer scopes the enterprise platform.
Quote scope can include cloud visibility and supply-chain scanning. It can also include model and application validation, runtime protection, or AI Access.
Ask Cisco to define licensed units and inspected traffic. The quote should also cover deployment points, included capacity, support, retention, services, overages, and renewal terms.

Cisco AI Defense pricing is sales-led

The Cisco AI Defense product page directs enterprise buyers to request a demo. It presents the full product through named capabilities rather than plan cards or per-request rates.

Cisco also links to AI Defense: Explorer Edition through an "Explore now" action. Cisco says that edition is a way for AI builders to red-team applications and receive a report for a security review. The complete enterprise deployment may carry different entitlements and commercial terms.

My view is that procurement should reject any budget line called only "Cisco AI security." The name hides too many billable surfaces. It also gives the renewal team nothing measurable to reconcile.

Five product surfaces can change the quote

The current product page names AI Model and Application Validation alongside AI Runtime Protection. It also names AI Cloud Visibility, AI Access, and AI Supply Chain Risk Management. Cisco's AI Defense data sheet, updated 21 May 2026, describes discovery across distributed cloud environments and model or repository scanning. Algorithmic testing is included, along with runtime inspection of prompts and responses.

Those jobs create different sizing inputs. Cloud visibility follows accounts and environments, plus the assets discovered inside them. Supply-chain review follows model files and repositories. It also follows MCP servers. Validation follows the applications and models under test. Runtime protection follows live requests and responses, including agent actions or tool calls passing through covered enforcement points.

Picture the quote review with five colored boxes on a whiteboard. Each box should show its owner and deployment location. Add the meter and evidence output. A single annual total across all five boxes prevents the buyer from finding a missing runtime region or an unlicensed test environment.

Deployment design belongs in the price request

Cisco's data sheet describes support across cloud and VPC deployments, as well as on-premises AI POD deployments. It also names AI traffic across application requests and responses, including MCP-mediated interactions and agent workflows. Every environment where discovery or validation will operate belongs in the quote. The same applies to runtime enforcement.

Start with cloud accounts and VPCs. List clusters and on-premises segments next. Then add model endpoints, MCP servers, and application routes. Include expected request volume and the payload profile for runtime inspection. Identify the CI/CD environments where validation runs. Repositories or model registries used for supply-chain scanning also need coverage.

The AI gateway architecture guide provides a useful inventory of routing and policy components around model traffic. It also covers identity and evidence. The shadow AI explainer covers the unsanctioned traffic paths that create discovery gaps. Use both inventories to expose scope before Cisco returns a price.

Quote fields should be testable at renewal

Ask Cisco to state the licensed unit for every purchased component. The response should define included environments and capacity. It should explain treatment above each limit, data retention, and evidence export. Support coverage and service commitments need definitions too. Give deployment assistance its own line. Training and other professional services also need separate lines. So do customer-operated infrastructure and third-party telemetry storage.

Request product identifiers and version assumptions in the order form. Cisco's data sheet is specific enough to test capabilities, but public capability language cannot establish a customer's negotiated entitlement. The signed quote should connect each promised capability to the SKU that delivers it. It should also identify the deployment and support obligation.

A useful acceptance record might show one blocked prompt beside its policy result and timestamp. Add a validation report for a named application build. That concrete evidence gives security and procurement a common renewal artifact. A slide that says "runtime protection enabled" does not.

Runtime inspection and identity authorization are separate checks

Cisco describes network-layer enforcement and runtime protections for prompts and responses. Its description also covers MCP requests and agent actions. Buyers should test where identity arrives and how policy uses it. The test should identify which record captures the resulting decision. Traffic inspection can classify content and detect adversarial patterns, while a separate authorization layer evaluates the user or agent's delegated authority for that model route.

The post-authentication gap appears when a valid login is treated as permission for every later model request. A Cisco evaluation should include two authenticated users who send the same prompt under different roles. The evidence should show whether policy distinguishes them. It should also show which system owns that decision.

Hosted AI surfaces and routed API traffic diverge here. Inventory each route, then assign control ownership to the component that can inspect it. Broad platform language should never replace a packet-level deployment diagram and a written failure posture.

DeepInspect

DeepInspect operates on authenticated HTTP traffic deliberately routed between users or agents and LLM endpoints. It evaluates application-supplied identity and role against data classification. The evaluation also covers the destination and versioned policy. DeepInspect then records the permit, deny, or redaction decision before allowed traffic proceeds.

Cisco AI Defense can cover a broader security program. That program includes asset discovery and supply-chain review, plus validation and runtime protection. DeepInspect's scope stays at the authenticated model request boundary. Put both boundaries on the same architecture diagram. Price each layer against the job it owns. Book a technical deep dive at deepinspect.ai.