DabApps is a UK software engineering and AI implementation partner. We help organisations identify worthwhile opportunities, validate them quickly and turn them into reliable production systems. We integrate AI with existing platforms, operational workflows and business data, with evaluation, monitoring, human controls and long-term support designed in from the start.
Useful AI rarely lives in isolation. It sits inside a product or operational process, uses business data and connects to systems people already rely on. We design the surrounding application, interfaces, permissions and integrations as carefully as the AI itself.
AI outputs are probabilistic, so ordinary acceptance testing is not enough. We define what good looks like, build representative evaluations and decide where human review, approval or override is required. This makes quality, limitations and risk visible before responsibility increases.
Once live, AI systems need observability, quality and cost monitoring, auditability, fallback behaviour and safe ways to change models, prompts and supporting data. We design those controls from the start so teams can understand what the system is doing and respond when behaviour changes.
Production is the start of operational ownership, not the end of delivery. We support the surrounding platform, monitor and improve performance, adapt to changing data and providers, and keep the system maintainable as usage and requirements grow.
Some clients come to us with a validated concept; others need help deciding where AI can create value. We can work from discovery and prototyping through product design, data and integration engineering, application development, deployment and ongoing support. The result is AI that operates as part of a reliable product, with a team able to understand, support and improve it over time.
We helped Emvelo explore how to deliver more solar power after sunset, using AI and a digital twin to test operating decisions.
More than 18,000 dental professionals rely on iComply to manage compliance across the UK. We've worked with Agilio since 2015 to help the product evolve alongside their customers' needs.
The recruitment platform supported growth from 5,000 recorded potential trial participants in 2020 to nearly 30,000 in 2024.