The human intelligence behind reliable AI.
SoReliable provides the human intelligence layer behind reliable AI: specialized expertise, expert judgment, evaluation, and real-world feedback.
We help AI teams turn domain expertise into task-specific, measurable, production-ready capability.
Why we exist
Better models need more than better models.
Foundation models are becoming increasingly accessible. But access to a capable model does not automatically produce a reliable AI system.
The difference often lies in what surrounds the model: specialized knowledge, high-quality training data, rigorous evaluation, sound human judgment, and feedback grounded in real-world tasks.
These ingredients are difficult to source, train, assess, and scale consistently.
SoReliable exists to help AI teams access and operationalize the human expertise they need to build and improve their systems.
What we do
We turn specialized expertise into demonstrated capability.
We start with your task, not just a person's credentials.
We identify the expertise required, train qualified practitioners against your standards, simulate the work they will perform, and assess their performance before qualifying them for production tasks.
Expert evaluation
Assess AI outputs against your rubrics, quality criteria, and task-specific standards.Expert demonstrations and corrections
Capture specialist reasoning, examples, and corrections to support model training and improvement.Red teaming and edge-case testing
Identify failure modes, difficult scenarios, and weaknesses that ordinary evaluations may miss.Qualified specialist cohorts
Build and scale task-ready groups of practitioners around your domain, requirements, and quality expectations.
Every engagement begins with understanding the work and defining what reliable performance means.
Who we serve
Different AI teams. One shared challenge.
We work with AI companies, model builders, researchers, AI agent developers, robotics teams, and enterprises developing AI-powered systems.
Whether a team is building a coding agent, evaluating medical AI, improving scientific reasoning, or developing systems that interact with the physical world, the underlying question remains:
How do we know the AI is doing the work correctly?
SoReliable helps teams answer that question with the right expertise, carefully designed evaluations, and measurable evidence.
We tailor our approach to the task, the team's requirements, and the quality standard, not the size of the organization.
How we're different
We start with the work. We prove capability before production.
Traditional approaches can rely heavily on résumés, credentials, interviews, or general assessments. But those signals do not always establish whether someone can perform a particular task to a specific standard.
SoReliable takes a task-first approach.
- 1
Define the standard. We start by understanding the task, the requirements, the rubric and the expected output, so everyone agrees what reliable performance means.
- 2
Identify the expertise. We determine the knowledge and judgment the work requires, then find practitioners who bring it.
- 3
Train for the task. Practitioners prepare using your instructions, examples and criteria, so they learn your definition of good, not just their field's.
- 4
Simulate the work. Before anyone touches production, they work realistic task scenarios built to expose shallow knowledge, hidden assumptions and quiet omissions.
- 5
Assess capability. Results are evaluated against explicit standards. A credential earns a chance. Demonstrated performance earns the work.
- 6
Qualify and improve. Practitioners who meet the agreed threshold are deployed. We monitor quality and use feedback to keep improving performance.
We do not simply provide access to people. We build a process for establishing and maintaining task-specific capability.
We don't train people to become experts. We train experts to do your work.
Reliable AI requires more than powerful models. It requires the right human expertise, applied to the right work, against the right standards.
Denis Ojua, Founder & CEORead the founder's letter Ready to try SoReliable?
Tell us what you are building. Any team, any project, any size. We find the specialists, train them on your standard, and evaluate the work against what your project actually needs.