Enterprise AI demands
Trusted Infrastructure
Trusthouse is the unified Trust & Context Layer for Enterprise AI.
It activates real-time control over what your AI knows, how it acts, and why it decides, eliminating hallucinations to clear your path from pilot to production.
The Trust Gap
Your AI is already costing more than it's making.
Four pains every enterprise AI program is paying for, whether or not they have a name for them yet.
of AI pilots never reach production
Pilot Purgatory
Compliance won't sign off. Security won't approve. Your AI investment dies at the governance checkpoint.
of bad output can cost more than the system ever saved
The Hallucination Tax
Companies are held liable for what their chatbots tell customers. Every hallucination in production is a legal liability you've already accepted.
more AI agents in production than IT knows about
Shadow AI Sprawl
Teams deploy agents in Bedrock, Vertex, and ChatGPT integrations. Each one consumes your data and makes decisions outside your governance framework.
typical audit response time without decision provenance
The Audit Gap
Regulator asks how your AI made a decision. Your team has weeks of data engineering work ahead before you can answer.
The Core Framework
From Model-Centric AI to Business-Aware AI
Context
What your AI knows
Safety
How it acts
Provenance
Why your AI decides
When context, safety, and provenance are locked in, you unlock trusted autonomy.
Now Available
Reduces hallucinations and amplifies trust.
Reference Architecture
Where TrustHouse sits.
Extending the cloud environment you've already vetted, not replacing it.
Layer 1
Your Agentic Workloads
Customer Service, Knowledge Assistants, Operations, Compliance, and Analytics, powered by Claude on Bedrock.
Layer 2
TRUSTHOUSE
AI Risk Engine · Context Engine · Continuous Quality Assurance · Decision Provenance · Data Integrity
Layer 3
Hyperscalers
S3, Redshift, Athena, enterprise systems, and your existing identity controls.
THE TRUSTHOUSE APPROACH
Unify Enterprise Context.
Enforce Continuous Trust.
Operate AI with Provenance.
Accelerate AI adoption while reducing risk and ensuring enterprise-wide Trust.
- Lending Agent97%
- Claims Triage72%
- Support Bot45%
- 2 min ago: Continuous Assurance Monitoring updated for Lending Agent (97%)
- 8 min ago: Policy 'pii_protection_v3' fired on Support Bot output
- 14 min ago: New data asset cataloged: customer_transactions_eu
Product Overview
Data Integrity
Verifies every data asset before AI touches it.
Explore Data IntegrityDecision Provenance
Traces every decision from data to outcome.
Explore Decision ProvenanceSecure AI Gateway
Secures and routes every AI agent automatically.
Explore Secure AI GatewayAI Risk Engine
Flags risk before a decision ever executes.
Explore AI Risk EngineContext Engine
Reduces hallucinations and amplifies trust.
Explore Context EngineAI Agents & Integrations
Deploys trusted agents and integrations instantly.
Explore AI Agents & IntegrationsBuilt to work with your entire stack
The Impact
Trust That Pays for Itself
From stalled pilot to live deployment.
Replace five point tools with one trust layer.
Every AI action is controlled, measured & explainable.
From Pilot to Production
Case Study
Enterprise Claude Rollout with Compliance & Operational Controls in just a few weeks
A leading enterprise moved from Claude Direct to Claude on AWS without disrupting the experience their teams already relied on. TrustHouse provided the trust layer from day one.
- Full visibility into token-driven costs
- Fine-grained access controls at scale
- Security and compliance built in, not bolted on
What's New
Industry talks, thought leadership, and the latest from the team.
Don't bolt on Trust. Build a defensible AI foundation from day one.