Small Baltimore team. Backgrounds in NIH data science and federal cloud.
We build systems that answer customer questions, process documents, extract insights, and automate workflows. Most of it runs on large language models.
We don't build generic chatbots.
Your data never leaves your stack without your written OK.
Half our intake calls end with "you don't need this."
Professional services, manufacturers, and trade businesses tired of manual processes and buried paperwork.
JHU, UMB, Loyola, and other academic institutions with complex datasets and research workflows.
Medical practices, hospitals, and scientific organizations handling sensitive information and compliance requirements.
City and county agencies looking to modernize records, improve public services, and streamline operations.
We sit down with your team, walk your workflows, and tell you where AI will save time and money. About half our intake calls end with "you don't need this."
Turn PDFs, contracts, and records into searchable databases. Find information in seconds instead of hours.
A secure internal chatbot that knows your manuals, procedures, and files. Answers questions instantly. Stays inside your network.
Connect modern AI to your existing software: ERPs, databases, and legacy systems.
Automate scheduling, follow-ups, data entry, and other repetitive tasks that slow your team down.
Keeps inputs and outputs clean enough to grade. If the shape's wrong, the run fails loud instead of quietly lying.
Claude, GPT, Llama, whatever you're already using. We plug into the SDK you have.
Strings the steps together so we can see exactly where it fell apart, not just that it did.
Faithfulness, recall, relevance, tool-use correctness. Plus your own checks when the standard ones miss.
Every run kept. Every metric tracked. So you can look back and see what each change actually did.
The power is in knowing.
We're available to city leadership, academic institutions, and community organizations for conversations on responsible AI policy, workforce development, and practical implementation.