Application Development
- Web portals, internal business tools and customer-facing applications
- User stories, wireframes and acceptance criteria
- Role-based access, logging and audit requirements
Design web applications, APIs and internal tools with AI-assisted search, document processing, knowledge retrieval and human-reviewed workflow automation.

Web Applications · REST/GraphQL APIs · SQL · CI/CD · Automated Testing
The actual schedule depends on system access, requirements, integrations, approvals and available client resources.
Agree user roles, prioritized stories, integration boundaries and definition of done.
Implement agreed features with sprint reviews and automated tests.
Complete UAT, deploy, document and monitor agreed service metrics.
1–2 software engineers + part-time QA and delivery lead; UX and DevOps added as required.
6–10 weeks for a narrowly scoped MVP; larger systems require a project estimate.
Cycle time, manual steps removed, deployment success, defect escape rate and application uptime.
Before work starts we agree a baseline and how it will be measured, so results can be checked.
Solutions we scope and evaluate with your team, shaped by your data access and security requirements.
Extract, classify and review data from approved forms and documents with confidence thresholds.
Use permission-aware retrieval to answer questions from indexed policies, manuals and business content.
Draft summaries, recommend actions and route exceptions to people inside existing applications.
Evaluate prompts and model outputs; log decisions; enforce authorization, monitoring and fallback behavior.
Sample timelines and team shapes. Your proposal confirms scope, team and schedule.