Applied Governance

Kindred Labs &
Research

Bridging the gap between theoretical AI safety and production-ready governance. Exploring cryptographic attestation, orchestrator boundaries, and insurable risk.

Interactive Sandbox

Automated Workflow Security

See how Kindred intercepts malicious prompt injections and unauthorized data exfiltration attempts in real-time. By leveraging our Dual-Custody Audit architecture, enterprises can confidently deploy agents knowing that boundaries are strictly enforced.

Interactive Demo

Demo Focus: Showing how Kindred turns volatile AI actions into structured, auditable, and quantifiable business controls.

Agentic Workflow Setup

Verifying local repo config & agent registry

STEP 1: CONFIGURATION

Before any agent runs, the Kindred workspace bootstraps standard boundary checks. We read the committed project configurations, verify the active tenant registry constraints, and prepare a local ledger mirror. We don't execute raw models blindly—we instantiate them inside an auditable operating box.

1. Bootstrapgoverned-ready

2. Parse Payloadpending

3. KAIF Gatepending

4. Ledger Auditpending

governance.toml configcommitted

[org]
tenant_id = "enterprise-sandbox-01"

[skills_verification]
enabled = true
mode = "strict"
require_signature = true

Agent Registry Identitycertified

{
  "agent_global_id": "data-processor-v1.2",
  "digital_id": "did:kindred:sha256:88ad2a74c",
  "lease_state": "active"
}

Forensic Telemetry RecordLIVE AUDIT

[10:40:59 AM][SYSTEM] Initializing governed environment for workspace_id = ws-enterprise-01

[10:40:59 AM][SYSTEM] Checked signature root certificates... PASS (Valid key signature from 'kindred')

[10:40:59 AM][REGISTRY] Minted active instance data-processor-v1.2 with DID attestation did:kindred:sha256:88ad2a74c

[10:40:59 AM][KINDRED] Governed execution channel opened. Telemetry bound to audit:kindred:enterprise-sandbox-01

The Builds

Platform Proof-Points

Parcel AI

A Property Valuation and Auction Arbitrage Platform acting as our high-stakes financial test bed. It demonstrates how autonomous agents can execute complex, multi-step capital allocations while remaining strictly bounded by our risk governance layer.

Explore the Test Bed →

Kindred SDK Interoperability

The bridge bringing deterministic accountability to any ecosystem. Our SDK ensures that third-party models and external orchestrated agents can seamlessly hook into the KAIF boundary layer and the Adaptive Audit Ledger.

View Integration Specs →

Publications

Whitepapers & Research

BENCHMARK REPORTAPPLE SILICON M3 ULTRA2026.09

Sovereign TypeSafe Decision Engine: Adversarial Generalization & Multi-Model Fleet Benchmark

100% Attack Recall across 84 unseen adversarial vectors in 4.19ms non-autoregressive Apple Silicon execution.

↗ Open Report

SSRN PREPRINT2026.10

Agentic Proxies: Governance, Accountability, and the Architecture of a Trustworthy AI Economy

↗ Read

IETF INTERNET-DRAFT2026.10

Kindred Agentic Interoperability Framework (KAIF)