Enterprise AI that passes the security review.
AI systems built for large organizations, where security, integration, governance, and reliability matter as much as the model. Boutique accountability from a senior Sthenos lead, with the delivery capacity to scale as the program grows.
In this guide: What we deliver, How it fits together, Security review, Who we build for, Why Sthenos, Questions, Related guides.
Built for scale, security, governance, and integration across many systems, not a standalone model or demo.
Access controls, audit trails, human review, and monitoring so AI can be trusted and explained.
Connecting AI to ERP, CRM, identity, data warehouses, and existing applications.
Government and regulated commercial teams that need AI that is accurate and safe.
What we deliver
Predictive, generative, and agent-based systems built to scale, integrate, and survive a vendor security review.
Enterprise AI platforms
Predictive, generative, and agent-based systems built to scale and to integrate across the enterprise.
AI governance & guardrails
Access controls, audit trails, human review, and monitoring so AI can be trusted and explained.
Data foundation
The architecture, pipelines, and quality work that make enterprise AI accurate and reliable.
Integration across systems
Connecting AI to ERP, CRM, identity, data warehouses, and existing applications.
From pilot to production
Taking enterprise AI pilots out of the lab and into secure, monitored production.
How enterprise AI fits together
Security, integration, governance, and reliability matter as much as the model. The hard part is making AI reliable and safe inside a large organization.
Figure 1. How the pieces of enterprise AI fit together
Built from this page’s own components: predictive, generative, and agent-based systems integrated with ERP, CRM, identity, data warehouses, and existing applications; the data foundation beneath them; governance and guardrails over them; and the security controls from the section below across every layer. Structure only; the figure carries no values.
A standalone model or demo
Impressive and unreliable- A demo that hallucinates
- Security and governance as an afterthought
Enterprise AI
Grounded and controlled- Built for scale, security, governance, and integration across many systems
- Security and governance built in from the first commit
- Human review for sensitive decisions
- Designed to pass enterprise security reviews
Built to pass a security review
AI fails in regulated environments when security and governance are an afterthought. We build them in from the first commit.
Built for buyers who answer to auditors
Government and regulated commercial teams that need AI that is accurate and safe, not a demo that hallucinates.
Boutique accountability with partner delivery capacity.
A senior Sthenos lead owns your engagement and engineers AI to be grounded and controlled rather than impressive and unreliable. We scale delivery capacity as a program grows, with senior Sthenos engineers accountable throughout. You get the focus of a boutique and the reach of an enterprise.
Credentials
Enterprise AI questions
What makes AI "enterprise" AI?
Built for scale, security, governance, and integration across many systems, not a standalone model or demo. The hard part is making it reliable and safe inside a large organization.
Can a boutique firm deliver enterprise AI?
Yes. A senior Sthenos team stays accountable, and we scale delivery capacity to match the program.
How do you handle AI governance?
With access controls, audit trails, human review for sensitive decisions, monitoring, and documentation, designed to pass enterprise security reviews.
Can you integrate enterprise AI with our systems?
Yes. We connect AI across ERP, CRM, identity, data warehouses, and existing applications.
Tell us the outcome you need, and we will tell you how to get there at scale.
A senior Sthenos engineer will scope your use case and the path to production.
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