Applied AI consulting & engineering
Orlando Cloud Solutions helps organizations find the right AI opportunity, build the application or agent, harden a working prototype, and operate it with the controls required for real use.
Core services
Each engagement is designed around an operational outcome. We can begin with discovery, a focused agent pilot, an application build, or a deployment and modernization problem already in motion.
A practical AI assessment that identifies valuable workflows, tests feasibility, surfaces risk, and gives your team a prioritized path from idea to implementation.
Custom AI agents that research, review, draft, verify, and coordinate work across your approved data and business systems—with human control built in.
Design and development of secure AI applications, internal tools, and customer-facing products—from the first workflow through production deployment.
Production engineering for software prototypes that already prove the idea but still need secure architecture, reliable data, testing, observability, deployment, and an operating handoff.
Ongoing senior engineering support for teams that need architecture, AI, application, integration, and production expertise without staffing an additional full-time role.
Private AI architecture and deployment for teams that need control over data, models, identity, and operations across on-premises, restricted, or disconnected environments.
Cloud migration services for Orlando and Central Florida organizations that need a practical plan, secure landing zone, workload migration, and an operations-ready handoff.
How engagements move
You do not have to commit to a large transformation before the workflow is understood. Start at the stage that matches your current evidence and move forward deliberately.
Find the workflow, business case, data, constraints, and success measures that should shape the work.
Prove the smallest useful end-to-end workflow with representative data and real evaluation criteria.
Engineer the application, integrations, controls, and deployment path needed for production use.
Measure quality, monitor behavior, document ownership, and improve the system after launch.
A technical team with product perspective
LeoPen, Mimir Tactical, PracticeMap, and Santora give our team direct experience with retrieval, agents, document intelligence, evaluation, human review, private deployment, and the unglamorous work required after a prototype succeeds.
