AI Traceability in Regulated Workflows: What to Record from Data to Decision
A practical guide to linking data, model, evaluation, deployment, and human-review records so AI-assisted decisions can be reconstructed and governed.
After 10 weeks of the Antler Japan Residency Program 3, we are proud to announce that our co-founders, Joshua and Tetsuro, have successfully completed the program.

By ModAstera
18 Dec 2024
We are proud to announce that our co-founders, Joshua and Tetsuro, participated in the Antler Japan Residency Program 3. After 10 weeks of the program, they have successfully completed the program. ModAstera is now a part of the Antler Japan family. ModAstera will continue receive support from Antler Japan while working on our mission to accelerate the development of healthcare AI.
A practical guide to linking data, model, evaluation, deployment, and human-review records so AI-assisted decisions can be reconstructed and governed.
A practical guide to assigning work between AI and experts, routing uncertain cases, preserving evidence, and measuring the combined workflow in regulated or high-consequence settings.
A practical checklist for deciding whether specialized healthcare, manufacturing, research, or operations data is ready to support a useful AI model or deployed intelligence workflow.