Every intelligent system has ingredients that make it work.
Models are one ingredient. Data is another. Both are widely available, and most teams build on the same ones.
What separates a capable model from a reliable system is harder to buy: specialized expertise, expert judgment, careful evaluation, and feedback from the real world. Those come from people who know the work.
SoReliable provides that human intelligence layer. We give AI teams the ingredients that make what they build so reliable.
Did the coding agent fix the timeout by introducing a silent race condition?
Did the clinical model leave out a safeguard that matters for this patient?
Does this clause quietly collide with a statutory shareholder right?
Is this a plausible mechanism, or a confident-sounding impossibility?
Is this a safe, efficient plan, or a physical hazard?
Expertise is not generic. Neither is the work.
A credential tells us what someone has done. It doesn't prove they can perform your specific AI task to your standard.
Generic expertise
- 1. Find someone with the right profession
- 2. Rely on credentials and experience
- 3. Give them the task
- 4. Hope the output meets your standard
Expertise alone does not guarantee task-specific capability.
SoReliable: expertise trained for your work
- 1. Start with your task and standard
- 2. Source the expertise required
- 3. Train experts on your exact requirements
- 4. Simulate and test the actual work
- 5. Deploy only demonstrated capability
We don't train people to become experts. We train experts to do your work.
We don't start with the CV. We start with the work.
Your task defines the requirement. Your standards define the training. Your work defines the assessment. The result is human intelligence built specifically for your AI.
Four ingredients you can't download.
Anyone can license a model or buy a dataset. These come from people who know the work. We supply them, for any team and any size of project.
- 3Ex
Expertise
We find practitioners by what they can do, not what a CV claims, and train them on your task and your standard.
A vetted specialist cohort
- 4Ju
Judgment
Specialists make the hard calls: what failed, why it failed, and what the right answer is.
Rationales and expert corrections
- 5Ev
Evaluation
Every output is scored against your rubric, and agreement between reviewers is measured, not assumed.
Scores you can trust and report
- 6Fb
Feedback
Mistakes found in real use become new test cases, so the system keeps getting better.
An edge-case catalog you own
Not just answers. Evaluation that fits your project.
Anyone can return a verdict. SoReliable specialists judge your model's work against your own standard, and tell you exactly why it passes or fails.
Any team size
Solo researcher, startup, or frontier lab. We shape the cohort to your project, never the other way round.
Any kind of model
Agents, LLMs, vision systems and robot policies. If it produces output that needs expert judgment, we can evaluate it.
Available when you are
Start with a small pilot or a standing team. Scale up or down as your project changes.
An answer on its own
"Looks good. Approved."
You learn nothing about what to fix.
A SoReliable evaluation
Fails your safety criterion 3. The dose is not adjusted for kidney function. Fix: halve the dose and add a renal check.
A verdict, the reason, and the correction, scored against your rubric.
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.