In development
APK Sentinel
Automated APK triage and analysis workflows for identity, policy, indicators, certificates, permissions, and related mobile application artifacts.
Product details coming soonApplied AI · Software · Digital Systems
Practical software for difficult digital systems.
Willow & Birdie Innovations develops useful software for digital forensics, data analysis, automation, and complex technical workflows.
Selected work
Tools and systems that turn difficult evidence into usable results.
Product pipeline
Reusable systems
Tools, workflows, and data-processing components that turn applied research into repeatable software capabilities.
Research-ledResearch
Investigation with an exit strategy.
Digital artifacts
We explore filesystem and application data, mobile and browser evidence, SQLite databases, timelines, classification, automation, and AI-assisted analysis.
Useful outcomes
Each experiment should become a validated prototype, an internal tool, reusable knowledge, or be archived. Intelligent storage closets are not a business model.
Infrastructure
Infrastructure in service of the work.
Distributed systems
Compute, storage, processing, edge systems, and data collection support product development and research.
Selective experiments
DePIN and decentralized infrastructure are evaluated for revenue, technical usefulness, research value, and integration with software products—not token excitement alone.
Investigate carefullyStart with the evidence and keep the claims proportional.
Build what is usefulPrefer durable tools over impressive demonstrations.
Validate before claimingTest the system before turning it into a promise.
About
Broad in the lab. Focused in the market.
Willow & Birdie Innovations is a technology research and development company focused on AI-assisted software development, digital forensics, data systems, and distributed computing infrastructure.
We turn practical research into software tools and commercial products. Hardware and infrastructure support that process; they are not the destination.