ALL SYSTEMS PLUS / SERVICES

Custom Software & AI-Enabled Applications

Design web applications, APIs and internal tools with AI-assisted search, document processing, knowledge retrieval and human-reviewed workflow automation.

Team of developers working together on laptops
WHAT WE DELIVER

Tools, deliverables and implementation scope

Web Applications · REST/GraphQL APIs · SQL · CI/CD · Automated Testing

Application Development

  • Web portals, internal business tools and customer-facing applications
  • User stories, wireframes and acceptance criteria
  • Role-based access, logging and audit requirements

API & Systems Integration

  • REST/GraphQL API specifications and connectors
  • Data contracts, validation and exception handling
  • Integration test cases and operational monitoring

Modernization

  • Legacy workflow and dependency assessment
  • Incremental replacement or migration plan
  • Performance testing and release rollback plan

Support & Delivery

  • Version-controlled source and documented deployment
  • Sprint reviews, defect tracking and release notes
  • Runbooks, knowledge transfer and maintenance backlog
ILLUSTRATIVE DELIVERY PLAN

Example milestones, not a fixed commitment

The actual schedule depends on system access, requirements, integrations, approvals and available client resources.

Weeks 1–2 example

Define MVP

Agree user roles, prioritized stories, integration boundaries and definition of done.

Weeks 3–8 example

Build & demonstrate

Implement agreed features with sprint reviews and automated tests.

Weeks 8–10 example

Release & support

Complete UAT, deploy, document and monitor agreed service metrics.

TEAM & RESULTS

Staffing examples and how to measure progress

Example team

1–2 software engineers + part-time QA and delivery lead; UX and DevOps added as required.

Typical timeline

6–10 weeks for a narrowly scoped MVP; larger systems require a project estimate.

Success measures

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.

AI Integration & Measurable Outcomes

AI features designed into real applications

Solutions we scope and evaluate with your team, shaped by your data access and security requirements.

Document intelligence

Extract, classify and review data from approved forms and documents with confidence thresholds.

Enterprise knowledge search

Use permission-aware retrieval to answer questions from indexed policies, manuals and business content.

Workflow copilots

Draft summaries, recommend actions and route exceptions to people inside existing applications.

Engineering guardrails

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.

Your next step

Not sure where to start? Bring us one business challenge.

Discuss your systems, priorities and desired outcomes in a focused 30-minute assessment.

Request a free assessment →