What we have learned along the way
No news items, but in-depth pieces on legacy integration, AI in production and the choices that make or break a project. Written by the people who build it.
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Latest articles
How do you determine goals and features for a secure mobile app?
Choose features for a mobile app only after device management, data, network and compliance have been defined. Start with one verifiable workflow.
What startups should consider when queuing AI tasks
Learn how to choose between direct and background processing for each AI task, with attention to queue time, costs, quality thresholds and human review.
What to consider when writing back to a legacy ERP
Write-back to a legacy ERP requires more than database access. Assess validations, locks, traceability, and supported integration paths.
Check these milestones before your team takes over scalable operations
Discover which milestones your internal team must reach to independently release, roll back and recover scalable software during incidents.
API layer or core replacement: AI diagnostics in the hospital
When is an integration layer sufficient for AI diagnostics on existing hospital software, and when is core replacement required?
How to set up a shared data model for CRM and ERP systems and prevent duplicate, missing, or conflicting data from affecting business processes
Discover how to set up a shared data model for CRM and ERP systems to prevent data conflicts and ensure consistency.
Data Readiness Checklist for AI Launches for Startups
A practical checklist for startups to assess their data readiness for AI launches, focused on minimising operational risks.
Scaling an AI PoC: controls that make production responsible
An AI PoC is only ready for production when fixed evaluations, clear exceptions, human review, and application controls demonstrably work.
Compatibility Checklist for Laravel Hosting Migration
Assess whether your Laravel application can migrate smoothly to a new hosting environment with this comprehensive compatibility checklist.
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Tell us which process takes the most manual work. We will tell you honestly whether AI is the solution for it, or whether something else needs to happen first. That advice is free, even if you decide not to continue with us.