21 Jul 2026
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.
Out of 50 participating startups, and after going through 3 rounds of selection, ModAstera was awarded the Champion of the Pitch Contest.
By ModAstera
28 Mar 2025
We are excited to announce that our co-founders, Joshua Owoyemi participated in the Takeoff Tokyo 2025 Pitch Contest. Out of 50 participating startups, and after going through 3 rounds of selection, ModAstera was awarded the Champion of the Pitch Contest. See the announcement on Takeoff Tokyo Substack page
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.