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Start With the Problem

AI-native engineering works best when it is aimed at a real bottleneck: a legacy system, a client workflow, a security exposure, or an internal process that should not still run on manual glue.

Solution

Professional Services Agents

AI agents for professional services firms that need client onboarding, document review, follow-up, and internal coordination to move faster without losing human judgement.

Solution

FileMaker AI Modernization

Understand, repair, extend, or migrate complex FileMaker systems using AI-assisted DDR analysis, script tracing, dependency mapping, and production-safe implementation plans.

Solution

Legacy System Rescue

Stabilise, instrument, and modernise legacy business systems without betting the company on a risky big-bang rewrite.

Solution

Security for AI-Built Apps

Security assessments for apps built quickly with AI coding tools, vibe coding workflows, low-code builders, or accelerated engineering teams.

Solution

Internal Tools with AI

Build internal tools, dashboards, automations, and domain-specific workflows that match the business instead of forcing teams into generic SaaS.