Determine trusted data, validate governance policies, explain meaning, and safely return answers — for every AI agent in your organization.
AI-TrustGraph sits between your AI agents and your data, providing semantic understanding, trust scoring, and policy enforcement.
Auto-scan Snowflake and Databricks. Build a searchable catalog of datasets, columns, and metrics — not just names, but meaning.
Every dataset gets a 0–100 trust score based on freshness, completeness, lineage, and owner verification. Agents query with confidence.
Define and enforce contracts on schema, freshness, and ownership. Get alerted when data drifts before it breaks downstream.
PII detection, GDPR compliance scans, and audit-ready reports. Make sure every agent respects your data policies.
Natural language interface for AI agents: "Which datasets can forecasting-agent use?" — resolved through trust, governance, and lineage.
Track every trust evaluation, policy check, and agent query. Usage dashboard and billing built-in for enterprise deployments.
The core engine is MIT-licensed and open source. Enterprise features — governance, usage metering, license enforcement — ship in a companion package.
Full semantic catalog, trust scores, data contracts, Oracle engine, CLI, and REST API. Deploy anywhere, forever free.
# 1. Install & launch the OSS core $ pip install ai-trustgraph $ ai-trustgraph server # → Uvicorn running on http://localhost:8000 # 2. Scan your data catalog $ ai-trustgraph catalog-scan --source snowflake # → Indexed 247 datasets across 14 schemas # 3. Compute trust & query the oracle $ ai-trustgraph trust-score finance.revenue_fact # → 94/100. Freshness: 2h. PII: none. Approved. $ ai-trustgraph ask "is revenue_fact safe for forecasting-agent?"
Governance policies, PII detection, usage dashboard, billing, and license enforcement. Extends the OSS server with 6 enterprise routes.
$ pip install ai-trustgraph-enterprise # Python API — instant trust checks from ai_trustgraph_enterprise import Client client = Client(license_key="tg_acme_growth") client.trust_score("revenue_fact") client.governance_scan("customer_email") client.validate_license() # → plan, usage, warnings client.close() # Or extend the FastAPI server from ai_trustgraph_enterprise import extend_server extend_server(app) # → /governance, /usage, /billing
Start with the free OSS core. Add enterprise capabilities as your AI program grows. No hard limits — overage pricing keeps things running.
MIT-licensed. Self-hosted. Full core engine.
Series A startups & first AI initiatives.
Enterprise business units & AI expansion.
Fortune 500, healthcare, financial services.
Production-ready Infrastructure-as-Code for all three major clouds. Each guide includes step-by-step instructions and hardening checklists.
Container Instances + PostgreSQL Flexible Server
az deployment group create --template-file deploy.bicep
Azure Guide
ECS Fargate + RDS PostgreSQL
aws cloudformation deploy --template-file template.yaml
AWS Guide
Cloud Run + Cloud SQL (Terraform)
terraform apply -var-file=terraform.tfvars
GCP Guide
Define, scan, and enforce governance policies across every dataset your AI agents touch. Pre-built templates for SOC 2, GDPR, HIPAA, and custom compliance frameworks.
Auto-detect personally identifiable information across columns and tables. GDPR Article 4 classification built-in. Custom classifiers for your domain.
Stack policies by domain: PII at the catalog layer, access control at the agent layer, retention at the dataset layer. Compose without conflict.
Immutable, tamper-evident audit log of every trust evaluation and policy execution. Export to Splunk, Datadog, or your SIEM of choice.
Slack, PagerDuty, and webhook alerts when an agent accesses restricted data. Set thresholds per dataset, agent, or policy category.
One-click SOC 2, HIPAA, and GDPR compliance reports. Evidence package generation for auditors with attestation timestamps.
Enforce geographic constraints on data access. Agents respect sovereignty boundaries. EU, US, APAC regions out of the box.
The enterprise package adds everything teams need to govern AI agent data access at scale.
Every enterprise deployment checks a signed license token. Soft enforcement — warnings and dashboards, never hard shutdowns.
// curl -s http://localhost:8000/usage/license/validate?license_key=tg_acme_growth { "tenant": "836328251e5be03a", "plan": "growth", "display_name": "Growth", "status": "warning", "warnings": ["Trust evals at 85% of monthly limit"], "expires": "2028-01-01" }
Real-time visibility into trust evaluations, policy checks, datasets governed, and active agents. Make expansion decisions with data.
// curl -s http://localhost:8000/usage/dashboard/{tenant_id} { "current_usage": { "trust_evaluations": {"used": 847231, "limit": 1000000, "percent": 84.7}, "policy_checks": 12092, "contract_validations": 881, "lineage_requests": 3412 }, "health": "warning", "upsell_recommendation": "At 85% usage you'd benefit from Enterprise..." }
Six event types capture every dimension of usage. Billing, dashboards, and analytics all driven from the same event stream.
Primary billing metric. Every dataset access check.
GDPR, PII, SOX policy scans.
Data contract assertions verified.
Graph lineage queries.
Oracle / semantic searches by AI agents.
Catalog and metadata searches.
Resell AI-TrustGraph to your customers. Competitive margins, co-marketing, and dedicated partner engineering support.
15% recurring commission. Listing in partner directory. Standard training & onboarding.
20% recurring commission. Co-branded collateral. Priority deal registration. Quarterly QBRs.
25% recurring commission. Joint GTM funding. Dedicated SE team. Custom integration support.
AI-TrustGraph grows with you. Start with the free OSS core, prove value with Starter, expand with Growth, and go unlimited with Enterprise.
Ship faster with the free OSS core. Semantic catalog, trust scores, and data contracts out of the box. No vendor lock-in. Prove your AI is trustworthy to investors and customers.
The Starter and Growth plans give you governance policies, PII detection, audit logs, and SSO/SAML. Deploy on your own cloud. Usage-based overage — no surprises.
Unlimited datasets, agents, and trust evaluations. Private VPC deployment on Azure/AWS/GCP. HIPAA, SOX, GDPR packs. Dedicated support and custom SLAs.
AI-TrustGraph converts trust into recurring revenue. Every AI agent deployment creates demand for trust verification. As AI adoption grows inside each customer, usage naturally drives upgrades — Starter → Growth → Enterprise — without changing the core product. The key KPI is Monthly Trust Evaluations (MTE), giving investors a clear, predictable growth signal.
For an investor briefing, revenue model details, and a live demo, schedule an introductory call.
Schedule an Investor BriefingStart with the free OSS package. Upgrade to Enterprise when you're ready to scale.