Custom AI Applications
Some of the highest-value work in any organization is also the most manual: compliance reporting that involves pulling data from multiple unstructured sources, document review that requires domain expertise and pattern recognition, gap analyses that compare internal documentation against regulatory requirements. These are processes that general-purpose AI tools aren’t built to handle, and that third-party platforms can’t be trusted with because of the data involved.
We build AI applications around your specific workflows. Each tool is designed for a defined problem, built to work with your data, and deployed in a way that meets your organization’s security and compliance requirements. Depending on the sensitivity of the data, these applications can run on your private AI infrastructure or connect securely to cloud-based AI endpoints with appropriate safeguards in place.
What We Build
Automated Reporting
AI tools that take complex, unstructured federal and state data and produce structured, review-ready reports. SunHawk has already developed and deployed tools of this kind for internal compliance workflows. These systems reduce the manual effort involved in report production while maintaining the accuracy and formatting standards your reviewers expect.
Knowledge Systems
AI-powered tools that make your organization’s institutional knowledge searchable and conversational. Staff can ask questions about policies, procedures, training materials, or historical decisions in plain language and receive answers grounded in your actual documentation.
Regulatory Gap Analysis
Applications that evaluate your policies, procedures, or documentation against applicable regulatory requirements. These tools surface gaps, inconsistencies, and areas of potential exposure so your compliance team can address them proactively rather than discovering them during an audit.
Document Processing
Automated review, classification, and data extraction from medical records, contracts, claims, financial filings, and other document-heavy workflows. For organizations that process high volumes of sensitive documents, these tools significantly reduce the time and cost of manual review.
AI Agents
Systems that handle defined, repetitive tasks with appropriate human oversight. Triaging incoming documents, routing requests, flagging anomalies, generating first-draft analyses for human review. These are designed for tasks where consistency and speed matter, with human decision-makers remaining in the loop.
Rapid Prototypes
Automated review, classification, and data extraction from medical records, contracts, claims, financial filings, and other document-heavy workflows. For organizations that process high volumes of sensitive documents, these tools significantly reduce the time and cost of manual review.
Built for Sensitive Environments
Every application we build accounts for data sensitivity from the design stage. For the most restrictive environments, custom applications run entirely on your private infrastructure. No data leaves your network. For lower-risk use cases, we can connect to cloud AI providers with appropriate encryption, access controls, and data handling agreements in place.
We work with your compliance and IT teams to determine the right deployment approach for each tool based on the data it touches and the regulatory requirements that apply. The same application architecture can often support either deployment model, giving you flexibility as your needs evolve.
Consulting and Training
Not every engagement starts with a build. We also work with organizations to evaluate where AI can improve existing operations, identify which processes are strong candidates for automation, and train staff on how to work with AI tools effectively and responsibly. If you’re still in the early stages of understanding where AI fits, this is a practical place to begin.
Need the Infrastructure to Run It?
If your organization needs private AI infrastructure to support custom applications or other AI workloads, our Private AI Infrastructurepractice handles the full deployment stack, from model selection and hardware planning through tooling and training.
If you’d like a structured assessment of your AI opportunities and risks before committing to any specific project, our AI Readiness and Risk Assessment is designed for exactly that.
Testimonials
Get In Touch
SunHawk Consulting
2550 E Rose Garden Ln.
Unit 72016
Phoenix, AZ 85050
info@sunhawkconsulting.com
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