AI that actually ships, from strategy to production.
We help you decide where AI will pay off, then wire it into the systems and workflows you already run. Consulting for the roadmap, engineering for the build, with a senior Sthenos team accountable through to production, not a slide deck.
In this guide: What we deliver, From strategy to production, Security review, Who we build for, Why Sthenos, Questions, Related guides.
Consulting for the roadmap, engineering for the build, through to production.
Connecting AI to your web and mobile apps, ERP, CRM, and data through real APIs and pipelines.
A fast, scoped test of the highest-value use case before committing to a full build.
Government and regulated commercial teams that need AI that is accurate and safe.
What we deliver
Straight advice on where AI creates value, then the engineering to make it real and keep it running.
AI strategy & use-case selection
An honest read on where AI creates value for you and where it does not, with a prioritized roadmap.
Feasibility & proof of concept
A fast, scoped test of the highest-value use case before committing to a full build.
Integration engineering
Connecting AI to your web and mobile apps, ERP, CRM, and data through real APIs and pipelines.
Model & vendor selection
Choosing the right models and platforms, including when off-the-shelf is the better call.
Production hardening
The security, guardrails, monitoring, and documentation that make an AI integration safe to run.
From AI strategy to enterprise application integration
Consulting is the strategy: where AI pays off, what is feasible, and the roadmap. Integration is the engineering that connects AI into your existing systems and workflows.
Figure 1. From AI strategy to production
Built from this page: consulting is the strategy (where AI pays off, what is feasible, and the roadmap), and integration is the engineering that connects AI into your existing systems and workflows and takes it to production.
AI consulting
The strategy- Where AI pays off
- What is feasible
- The roadmap
AI integration
The engineering- Connects AI into your existing systems and workflows
- Real APIs and pipelines
- Taken to production
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
AI integration & consulting questions
What is the difference between AI consulting and AI integration?
Consulting is the strategy: where AI pays off, what is feasible, and the roadmap. Integration is the engineering that connects AI into your existing systems and workflows.
Do you only advise, or do you build?
Both. We advise on strategy and use cases, then do the integration engineering and take it to production.
How do you decide which AI to use?
By starting from your problem, security needs, and budget, then selecting the models and platforms that fit, including when off-the-shelf is the better choice.
Can you integrate AI into our existing systems?
Yes. We connect AI to your apps, ERP, CRM, data, and workflows through real APIs and pipelines.
Tell us where you want AI to help, and we will tell you what it takes.
A senior Sthenos engineer will scope your use case and the path to production.
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