AI Workflow Automation
Automate repetitive internal work that still requires judgment, context, and reasoning.
Privacy-first AI implementation
Private AI Systems for Serious Organizations
Derbet Designs builds AI-first automation, internal assistants, and local/offline AI solutions for companies that need productivity without exposing sensitive customer or client data.
For quick questions, use the floating AI assistant in the bottom-right corner.
Built for organizations handling sensitive data, internal workflows, and customer-facing operations.
AI assistant
Use the bottom-right assistant to ask what Derbet can build for your organization.
- 01 Where could private AI save time in our workflow?
- 02 What should stay local instead of going to public AI tools?
- 03 Can Derbet build an internal assistant for our documents?
The live assistant is available from the floating chat control in the bottom-right corner.
What we build
AI connected to real operations.
Strategy matters, but Derbet is strongest where planning turns into working systems, deployed tools, and usable workflows.
Internal Knowledge Assistants
Chat with company documents, policies, systems, procedures, and operational history.
Private / Local AI Solutions
On-site or private AI environments for organizations that cannot send sensitive data to public tools.
Custom Web Apps
Dashboards, portals, internal tools, and customer experiences that connect AI to business workflows.
Private AI control model
Design the boundary before the automation.
Source data
Owned systems
Access layer
Role-aware
AI workspace
Private-first
External exposure
Controlled
The goal is not just adding AI. The goal is deciding what it can see, who can use it, and where sensitive data is allowed to travel.
Why private AI matters
AI is powerful. Your data should not have to leave your control.
For healthcare, education, finance, legal, tribal organizations, and other privacy-conscious teams, Derbet can design AI systems around stricter data boundaries, private infrastructure, and controlled access.
- Local and private model deployment planning
- Role-aware access rules and audit-friendly workflows
- RAG systems built around documents you control
Process
A clear path from idea to operating system.
The work starts with the business process, then moves into data boundaries, interface design, and deployment choices.
Discover
Map workflows, pain points, data sources, users, and risk areas.
Design
Plan the AI system, permissions, integrations, and user experience.
Build
Create the assistant, automation, web app, or local AI environment.
Deploy & Improve
Launch, monitor, refine, and expand based on real organizational use.
Capability proof
Practical AI implementation for real organizations.
Derbet Designs is led by Derrick Frye, an AI developer and systems builder focused on automation, private data handling, and tools that make work easier instead of louder.
Send a project note
Education technology
AI automation
RAG systems
Internal tools
SQL/data workflows
Web app development
Secure workflow design
Video/audio AI pipelines
Use cases
Built for teams with work to move.
For Operations Teams
Automate intake, routing, summaries, internal requests, and reporting.
For Healthcare & Sensitive Data Teams
Build private AI tools that reduce exposure of patient or client information.
For Banks & Financial Teams
Support secure intake, document review, policy lookup, reporting, and customer-service workflows.
For Schools & Education Organizations
Create assistants, reporting tools, student-support workflows, and staff productivity systems.
For Growing Businesses
Turn manual workflows into AI-assisted systems without hiring a full internal AI team.
Start here
Want to know what AI could do inside your organization?
Send a short project note through the secure inquiry form. The floating assistant is available elsewhere on the page for quick questions.
Private AI planning
Workflow automation
Internal assistants