roadmapping engagements to identify where AI can realistically improve software development, architecture, and operational workflows. SJT Digital supports clients in rebuilding legacy applications, implementing AI-assisted development workflows, and reducing delivery overhead through smaller, focused engineering teams. It often uses behaviour-driven development practices and AI tooling to turn business conversations and transcripts into structured, executable specifications and tests. The firm delivers its services through direct executive-level consulting, hands-on experimentation inside client teams, and repeatable playbooks that can be applied across portfolios.