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THE CONTROL PLANE FOR ENTERPRISE AI

The governed path from AI prototype to production.

Valkyrie gives enterprise teams one model-agnostic control plane to route AI traffic, enforce policy, and produce a reviewable record of every consequential decision.

See how it works — explore the platform

Fig 0.1The governed request path

01The problem

Enterprise AI is moving faster than enterprise control.

Fragmented model access

Teams connect applications directly to different models and providers, creating inconsistent controls and hidden dependencies.

Policy without enforcement

Security and governance requirements live in documents while production systems make decisions elsewhere.

Evidence after the fact

When legal, security or audit teams ask what happened, reconstructing the answer requires logs from multiple systems.

Valkyrie makes governance part of the runtime—not an investigation performed afterward.

02How it operates

One control plane. Every application, model and decision.

01Register

Establish the application, owner, environment and permitted use case.

registry / applications3 registered
support-copilotowner j.oseiproduction
contract-reviewowner m.laurentstaging
sales-briefingsowner d.kimdevelopment

02Connect

Route model traffic through a provider-independent gateway.

gateway / routesprovider-independent
chat.completionsprovider-a / frontier
embeddingsprovider-b / large
batch.summarizeprivate inference

03Control

Evaluate requests against versioned policies and guardrails.

policy / v12 — customer-dataactive
pii.customer_fieldsRedact
tools.crm_writeReview
data.public_docsAllow

04Observe

Inspect routing, policy outcomes, exceptions, latency and cost.

observability / support-copilotlast 24h
p95 latency840ms
spend / day$310
exceptions2 open

05Prove

Export a reviewable chain of evidence tied to the exact policy version.

evidence / exportscommitted
exp_01HDX4Q3 access reviewpolicy v12
exp_01HC9Mincident 2214policy v11
exp_01HB2Klegal hold 8policy v11

Fig 0.2Illustrative interfaces — the platform is in development

03Capabilities

The control surface, module by module.

Governed Gateway

In development

A stable integration surface across approved models and providers.

  • Model allowlists
  • Provider routing
  • Rate and spend limits
  • Credential isolation
On the platform

Policy & Guardrails

In development

Versioned controls enforced on every request.

  • Data-handling rules
  • Tool and action permissions
  • Redaction and denial
  • Human-review gates
On the platform

Evidence & Observability

In development

A synchronized record of requests, policies and outcomes.

  • Decision timelines
  • Trace inspection
  • Exceptions and incidents
  • Evidence export
On the platform

Evaluations & Release Controls

In development

Test applications and policies before production.

  • Evaluation suites
  • Regression testing
  • Approval gates
  • Environment promotion
On the platform

04Who it serves

Built for the teams responsible when AI becomes real.

AI platform teams

Provide builders with an approved route to models without becoming a manual approval bottleneck.

See the solution

Security and governance teams

Turn written requirements into operational, testable controls.

See the solution

Application teams

Move from prototype to production without rebuilding provider integrations and governance infrastructure.

See the solution

05Model-agnostic

Govern the application—not the model logo.

Applications change. Providers change. Models change faster still. Valkyrie keeps policy, evidence and operational control consistent across the underlying model landscape.

  • Commercial model APIs
  • Cloud-hosted models
  • Private inference
  • Future providers

Designed to support these provider categories.

06Evidence

Every decision leaves a usable record.

trace / req_01HDX4M9K2committed
  1. 10:42:16Request authenticated
  2. 10:42:16Application policy v12 loaded
  3. 10:42:17Restricted field detected
  4. 10:42:17Field redacted
  5. 10:42:17Approved provider selected
  6. 10:42:18Response returned
  7. 10:42:18Evidence record committed

Inspect what entered the system, which policy acted, how the request changed, where it was routed and what ultimately returned—without requiring indiscriminate retention of sensitive payloads.

AI applications should move quickly. Control should move with them.

Valkyrie is in active development with early enterprise teams. Join the waitlist and we'll reach out as access opens.

Join the waitlistContact Valkyrie