Architecture

The trusted intelligence
infrastructure, in three layers.

Falcon Validara AI is composed as three composable architectures — platform, trust, and governance — engineered so every artifact, decision, and identity is verifiable end to end.

Platform Architecture

A modular intelligence platform.

Six horizontal layers that compose into every product surface — identity, secrets, model routing, agents, knowledge, and analytics.

Identity & Access
  • ·Email · Google · Apple · Microsoft · SSO
  • ·MFA · Passkeys · Device Trust
  • ·RBAC · ABAC · Groups · Access Reviews
Secrets & Vault
  • ·Falcon Vault · CyberArk · HashiCorp
  • ·Azure Key Vault · AWS SM · GCP SM
  • ·AES-256-GCM · Argon2id · Rotation
Multi-LLM Gateway
  • ·OpenAI · Anthropic · Gemini · DeepSeek
  • ·Groq · Mistral · OpenRouter · Ollama · BYOLLM
  • ·Smart routing · Failover · Compare
Agentic Intelligence
  • ·Research · Fact · Compliance
  • ·Governance · Knowledge · Consensus
  • ·Collaboration graph · Evidence trail
Knowledge Intelligence
  • ·Knowledge Hub · Ingestion
  • ·Semantic · Keyword · Hybrid Search
  • ·RAG · Knowledge Graph
Analytics & Insights
  • ·Platform · Tenant · Executive
  • ·LLM cost · Multi-currency
  • ·Forecasting · Recommendations

Trust Architecture

Trust as a first-class primitive.

Six pillars bind cryptographic guarantees, human verification, and lineage to every artifact — so trust is measurable, not marketed.

Trust Score Engine
  • ·Deterministic scoring across originality, provenance, citations, agent consensus, and human verification.
Trust Reports & Certificates
  • ·HMAC-signed certificates, public trust profiles, and verifiable evidence trails for every artifact.
Human Verification
  • ·Reviewer workflows, escalation paths, and consensus voting bind human accountability to every decision.
Content Lineage & DNA
  • ·Organization DNA signatures, content lineage graphs, and brand-match scoring trace intelligence to its source.
Identity & Device Trust
  • ·Device fingerprinting, session governance, risk scoring, and passkey-first authentication.
Cryptographic Guarantees
  • ·AES-256-GCM at rest, TLS 1.3 in transit, Argon2id password hashing, hash-chained audit ledger.

Governance Architecture

Governance woven into every request.

Policy, compliance, tenancy, audit, and access governance are enforced continuously — not bolted on at the end.

Policy Engine
  • ·Declarative policies for models, data classes, prompts, egress, retention, and cost — enforced at the gateway.
Compliance Frameworks
  • ·GDPR · HIPAA · SOC 2 Type II · ISO 27001 · FERPA — status tracked, evidence mapped, controls monitored.
Multi-Tenant Isolation
  • ·Tenant-scoped identity, storage, keys, and audit. Platform vs. tenant admin scopes with permission matrix.
Immutable Audit Trail
  • ·Hash-chained, searchable, exportable audit log with cryptographic verification for every governed event.
Access Governance
  • ·Access reviews, JIT elevation, PAM/PIM, break-glass workflows, and continuous certification.
Zero Trust Perimeter
  • ·Continuous evaluation of identity, device, session, and policy on every request across every surface.

End-to-end flow

Every request is authenticated, governed, evidenced, and audited.

Step 1
Authenticate
Identity · MFA · Device Trust
Step 2
Authorize
RBAC · ABAC · Policy Engine
Step 3
Route
Multi-LLM · Smart routing · Failover
Step 4
Verify
Agents · Consensus · Human review
Step 5
Audit
Hash-chained · Exportable · Signed