Applied AI R&D examples with evidence, validation, and transition paths.
These examples show how VISIMO frames mission problems, builds software-first prototypes, and produces technical evidence for high-consequence decision workflows.
Selected work
Each case study is presented here as a first-party VISIMO page, with the relevant public details brought into this site.
AI assurance and model validation
MVPT
A model-validation case study focused on trusted autonomy, precomputed data transformations, and runtime assessment of AI reliability under novel mission conditions.
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Synthetic imagery and evaluation data
EIKON
A synthetic-imagery R&D effort that improved image-similarity metrics and showed how synthetic visual data can strengthen object detection when real examples are scarce.
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Evidence-grounded knowledge systems
Pelarion
A scientific-review workflow that achieved 80% recall and 86% precision in screening tests while keeping source-linked evidence and human review at the center of the process.
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Carbon capture forecasting
EmiFor
A DOE Phase I example focused on amine-emissions forecasting, physics-informed modeling, counterfactual analysis, and operational decision support for carbon capture systems.
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AI-assisted legal review
AILA
A decision-support concept for accelerating legal-review workflows while keeping evidence, explainability, and human judgment visible.
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Autonomous spacecraft R&D
NASA GRAMS
A Phase I SBIR example focused on autonomous failure detection, digital twins, simulated testing, and transition evidence.
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Image forensics
Aletheia
An adversarial data detection example built around image forensics, scalable analysis, explainability, and defensible review.
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