Build practical tools for complex workflows.
DataCogit explores lean software products across AI, security, automation, integrations, and applied assessment — designed to surface signal, reduce manual work, and support better engineering decisions.
How We Work
Principles behind every build
Maintainability First
Built for the next engineer, not just today.
Data-Informed Decisions
Intuition sets direction; data validates it.
AI as Augmentation
Accelerates engineering, doesn't replace it.
Developer Experience Matters
Adoption is part of the architecture.
Tools forged for real problems.
Each experiment starts with a bottleneck worth solving. These are the ones currently on the workbench.
Public Exposure Detector
Know the moment a Confluence space goes public.
Scans all Confluence spaces hourly for anonymous read access. Alerts via a live status page, tracks remediation history, and lets you allowlist intentional exposures with a reason.
TRACE
See how people reason through realistic work situations.
A scenario-based diagnostic platform for vocational schools and training providers. Candidates annotate real materials - drawings, photographs, documents - and TRACE turns their responses into structured capability profiles and actionable feedback.
How we think about engineering.
Not a framework. Not a buzzword collection. Just the principles that survive contact with real teams and real scale.
Maintainability First
Code that survives team changes and scale. Every architecture decision is made with the next engineer in mind.
Data-Informed Decisions
Intuition sets the direction. Data validates the path. Every tool we build surfaces the signal buried in the noise.
AI as Augmentation
AI accelerates engineering - it does not replace it. We embed intelligence where it compounds human judgment.
Developer Experience Matters
Tools that engineers resist using fail regardless of quality. Adoption is part of the architecture.
Have an integration problem worth solving?
Whether you're a founder, an engineering leader, or just curious about what's being built - let's talk architecture.