AI Development in Durham.
We build AI systems for Durham companies. Custom AI agents, LLM integrations, and automation built into your business. As a remote-first studio, we work with North Carolina businesses the same way we work with clients anywhere in the US.
[ AI Development in Durham ]
Durham's research organizations generate enormous volumes of protocols, publications, and trial documentation, and finding the right passage at the right moment is real work. We build retrieval-augmented LLM systems over scientific and clinical document sets, with citation-backed answers and deployment inside your own cloud so sensitive research data never transits a third-party service. For health-tech products, we design AI features with the auditability that clinical contexts demand.
Durham's working day generates more scientific text than anyone can read. Clinical research organizations manage trial protocols and regulatory correspondence by the shelf, biotech teams spun out of Duke publish and cite constantly, and health systems produce documentation with every encounter. The question local teams ask is rarely whether language models could help; it is whether an AI system can meet the standards of a clinical or research setting, where a fabricated citation is not an embarrassment but a genuine hazard.
Init One Solutions builds AI for exactly that bar. For Durham organizations we build retrieval systems over protocols, publications, and internal archives that answer with citations to the source passage, extraction pipelines for trial and lab documents, and assistants constrained to what the evidence supports. Deployment lands in your own cloud, keeping research data and anything patient-adjacent inside your boundary, with configurations appropriate for HIPAA obligations where they apply. We run the work remotely from the Washington, DC area, in the written, versioned style that Durham's scientific teams already use with their own collaborators.
[ Sectors we build for ]
- life sciences and biotech
- healthcare
- clinical research
- higher education
- technology startups
[ What we build ]
AI Development for Durham
Citation-backed retrieval, document extraction, and private deployment match Durham's clinical research organizations, biotech spinouts, and health-tech teams working under regulatory scrutiny.
- Custom AI agents and assistants trained on your data
- LLM integration with retrieval and guardrails
- Document processing and data extraction
- Workflow and process automation
- Private, secure deployment in your own cloud
[ More for Durham businesses ]
Custom Software Development in Durham
Full-stack web applications, platforms, and internal tools built to fit your business.
Web Development in Durham
Fast, modern websites and web apps engineered for performance and search.
Cloud Infrastructure in Durham
Serverless AWS architecture, CI/CD, and integrations your team can maintain.
Mobile App Development in Durham
Native and cross-platform mobile apps built for performance.
[ Working with us from Durham ]
Can a language model be trusted around clinical or research content where accuracy is critical?
Only with the right constraints, which is how we build. Answers come with citations to source passages so reviewers can verify rather than trust, retrieval is limited to your approved document sets, and evaluation runs against cases your Durham scientists grade themselves. Where the evidence is thin, the system says so instead of improvising.
Where does our data go when the AI system processes trial documents or patient-adjacent records?
Nowhere outside your boundary. We deploy inside your own cloud account, use services configured so your documents are not retained or used for training, and log every access. For Durham teams under HIPAA or sponsor agreements, we map the full data flow in writing so your compliance officer can review it before launch.
Our Durham biotech is pre-revenue. What does a realistic first AI engagement look like?
Small and measurable. Typical first builds are retrieval over your protocol and publication library or automated extraction from one high-volume document type, delivered in weeks. That gives your team a working system and a quality baseline before committing further, which suits Durham companies pacing spend between funding milestones.