01 / STRATEGY
Find your AI advantage.
Identify the workflows where AI can make a measurable difference. Turn an ambitious idea into a clear technical plan, evaluation criteria, and a practical first deployment.
APPLIED AI. ENGINEERED FOR YOU.
Your hardest work.
A model built
to master it.
We build AI systems and train open models for the work that matters to your business. Specialized intelligence. Measurable outcomes. A smarter cost of operation.
SOUTH CAROLINA ROOTS. NATIONWIDE REACH.
ENVIRONMENT_01 / POLICY LANDSCAPE● INTERACTIVE
GENERAL CAPABILITY→SPECIALIZED PERFORMANCE
35%
Explore the training process. Conceptual visualization, not benchmark data.
Intelligence, with intent.Open modelsReinforcement learningReal-world systems
01 / WHAT WE DO
From business problem
to technical advantage.
AI consulting that goes beyond recommendations. We design, build, and evaluate the systems that turn your domain expertise into working intelligence.
02 / SPECIALIZATION
Build the training ground.
We create reinforcement learning environments around your real tasks, tools, and constraints. Give open models a place to practice, receive meaningful rewards, and improve.
03 / ENGINEERING
Put intelligence to work.
Bring specialized models and AI agents into your operations. Connect the tools you already use, measure production performance, and keep inference costs in focus.
02 / THE SPECIALIST ADVANTAGE
The next frontier
is your specific task.
Our goal: open models that outperform frontier models on your specialized work, at a fraction of the inference cost. The path starts with a powerful training environment—and ends with evidence.
Define the win.
Capture your real workflow. Set clear standards for quality, reliability, latency, and cost.
Build the environment.
Recreate the task with realistic tools, constraints, and verifiable rewards for successful outcomes.
Train the specialist.
Use reinforcement learning to refine an open model around the decisions your workflow demands.
Prove the difference.
Evaluate on held-out tasks against a frontier baseline before moving into production.
Performance is earned, not assumed. We evaluate quality and cost together, including training investment and serving requirements. The right solution may be a specialized model, an existing API, or a combination.
03 / CLOSE TO YOUR BUSINESS
Built in South Carolina.
Working everywhere.
Practical AI consulting for South Carolina businesses and ambitious teams across the country. We connect the technical depth of an AI lab with the focus of a hands-on consulting partner.
Local understanding. National capability.
From evaluating your first AI use case to engineering a custom training environment, we help your team choose a clear path forward.
ColumbiaCharlestonGreenvilleSpartanburg
Serving all of South Carolina and collaborating remotely with businesses nationwide.
04 / A FEW GOOD QUESTIONS
Let’s make it concrete.
What to expect when you build with Agentis Labs.
What does an AI consulting engagement look like?
We start with your workflow, existing systems, and definition of success. From there, we scope a focused proof of concept, establish a baseline, and evaluate whether the result justifies a production rollout.
Why train a specialized open model?
A focused model can be optimized for a repeatable task, with more control over deployment and inference costs. We build task-specific evaluations to determine whether specialization is a better fit than a general-purpose API.
Can a specialized model outperform frontier models?
That is the target on well-defined tasks—not a universal promise. We compare against a relevant frontier baseline on held-out examples, accounting for quality, latency, and total cost. Results depend on the task, training data, environment, and deployment setup.
Do you work with businesses outside South Carolina?
Yes. We work with businesses across South Carolina, including Columbia, Charleston, Greenville, and Spartanburg, and collaborate remotely with teams throughout the United States.
Do we need to know exactly what to build?
No. Bring a costly process, a bottleneck, or a promising idea. An initial conversation helps identify where an AI workflow, an existing model, or a specialized training approach makes sense.
YOUR NEXT ADVANTAGE STARTS HERE
Bring the hard problem.
We’ll bring the lab.
Tell us what your team is trying to solve. We’ll explore where AI can make a meaningful difference.
Start a conversation agentislabs@gmail.com