Automate the work that eats your team's time, safely.
We use AI to handle multi-step, judgment-heavy work that older automation cannot: reading documents, routing exceptions, and acting across systems, with the guardrails, logging, and human review that keep it under control.
In this guide: What we deliver, Where AI takes over, Security review, Who we build for, Why Sthenos, Questions, Related guides.
Reading documents, routing exceptions, and acting across systems, with the guardrails, logging, and human review that keep it under control.
Classic rule-based automation for the predictable parts, combined with AI for the rest.
Automation that takes real actions in real systems, engineered to be safe, monitored, and reversible.
Government and regulated commercial teams that need AI that is accurate and safe.
What we deliver
Automation that takes real actions in real systems, engineered to be safe, monitored, and reversible.
Document & data automation
Extracting, classifying, and processing documents, forms, and unstructured data with AI.
Workflow & operations automation
Automating multi-step processes across your apps, ERP, CRM, and email, with AI handling what rules cannot.
AI agents for operations
Agents that complete tasks end to end, with guardrails, human review for sensitive steps, and full logging.
RPA where it fits
Classic rule-based automation for the predictable parts, combined with AI for the rest.
Production hardening
The access controls, audit logging, and error handling that make automation safe to trust.
Where rules end and AI takes over
RPA follows fixed rules and breaks on anything unexpected. AI automation adds models that read content and make judgment calls, so it handles the messy, variable work RPA cannot.
Figure 1. Where rules end and AI takes over
Built from this page’s own words: RPA handles the predictable parts with fixed rules, AI models read content and make judgment calls on the messy, variable work, sensitive steps go to human review, and actions land across your apps, ERP, CRM, and email, with access controls, audit logging, error handling, and full logging. Structure only; the figure carries no values.
RPA
Fixed rules- Follows fixed rules
- Breaks on anything unexpected
- Best for the predictable parts
AI automation
Judgment calls- Models that read content and make judgment calls
- Handles the messy, variable work RPA cannot
- Human review for sensitive steps and full logging
The guardrails
- Limits on actions
- Human review for sensitive steps
- Logging
- Testing
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 automation questions
What is the difference between AI automation and RPA?
RPA follows fixed rules and breaks on anything unexpected. AI automation adds models that read content and make judgment calls, so it handles the messy, variable work RPA cannot.
Is AI automation safe to run on real systems?
It can be, with guardrails: limits on actions, human review for sensitive steps, logging, and testing. We build those in.
What can you automate?
Document and data processing, multi-step operational workflows across your systems, and judgment-heavy tasks, plus the predictable parts with RPA.
Do you automate for government agencies?
Yes. Sthenos is an EDWOSB and WOSB-certified US firm (NAICS 541511, active on SAM.gov) that offers AI automation to federal, state, and local agencies.
Tell us what is eating your team's time, and we will tell you what AI can take off their plate.
A senior Sthenos engineer will scope your use case and the path to production.
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