Luciditysciences
6 employees on LinkedIn · 1 known investors
Lucidity Sciences develops Lumawarp, an AI/ML engine that constructs compact kernel-based models directly from data using a geometric framework, achieving state-of-the-art performance in models measured in kilobytes with microsecond inference speeds. The platform is designed for both technical and non-technical users and supports multiple deployment options including cloud, hybrid, and on-premises configurations.
Also known as Lucidity Sciences
Investors · 1
Company profile
researched Aug 2026Lucidity Sciences is a machine learning company that develops Lumawarp, an ML engine for pattern identification and prediction in structured data. The technology is grounded in partial differential equations and GPU-parallelizable geometric manifold regularization, an approach the company says overcomes long-standing limitations of traditional kernel methods. The company was founded by PhD mathematicians and is led by co-founder and CEO Dr. Alexandra Pasi, who holds a PhD in mathematics from Baylor University and previously served as VP of Data Science and Analytics at Zartico.
The product line includes Lumawarp ML, positioned around one-click model building and scalable inference, and Lumawarp Vision, a lightweight edge offering aimed at robotics and image applications, offered on a waitlist basis. The company also provides product support, community and partner resources, and AI/ML strategy consulting. Earlier coverage described the team's platform under the name Aleph One, targeting healthcare, finance and laboratory research. Reported application areas include predictive analytics (credit risk and loan default, patient outcomes, equipment failure and maintenance, demand forecasting, churn, clinical trial outcomes, energy load and crop yield), real-time decision-making (fraud detection, high-frequency trading, anomaly detection, dynamic pricing, transaction approval, threat detection) and edge deployment (health monitoring, autonomous systems, IoT sensor networks, remote asset monitoring, drone navigation).
Founding story
Founded in 2021 by PhD mathematicians, led by co-founder and CEO Dr. Alexandra Pasi, who graduated high school at 16, studied mathematics at Westminster University and earned a PhD in mathematics at Baylor University with an Outstanding Dissertation Award for work in abstract algebra and logic, including the Whitehead problem. The company was built on the premise that structured-data prediction required a better mathematical foundation than existing approaches provided.
Business model
Lucidity Sciences sells and licenses its Lumawarp machine learning products to organizations, complemented by product support, partner/community resources and AI/ML strategy consulting. Deployment and enterprise integration are also delivered through a strategic implementation partner.
Traction
Reported benchmark results on AWS TabArena showing Lumawarp outperforming models trained for hundreds of hours on compute clusters, with 300x faster inference and 7% higher accuracy than leading alternatives; the company cites users at research institutions and enterprises. CEO Alexandra Pasi was named a finalist for the 2024 Women Tech Awards.
Latest developments
In December 2025, Lucidity Sciences and Talbot West announced a partnership to bring Lumawarp to enterprise clients across healthcare, financial services, manufacturing and other sectors, along with mutual advisory board appointments: CEO Alexandra Pasi joined the Talbot West advisory board and Talbot West CEO Jacob Andra joined the Lucidity Sciences advisory board.
▸Full profile — market position, technology, go-to-market, geography, history
Market position
Positioned as an alternative to large language models and conventional ML for high-value structured-data problems requiring precision, determinism and low latency; the company states its users include research institutions and enterprises, and it is listed as backed by the NVIDIA Inception Program and several venture funds.
The company differentiates on a novel mathematical foundation rather than incremental model scaling, claiming higher accuracy, orders-of-magnitude faster inference, far smaller models and lower training and operating cost than conventional ML, with deterministic behavior suited to precision-critical and latency-sensitive applications where language-based models are less effective.
Technology
Lumawarp is built on a mathematical framework combining partial differential equations with GPU-parallelizable geometric manifold regularization, which the company says addresses limitations of traditional kernel methods. The company describes patented technology, microsecond inference times, compact model sizes, and training that completed in under an hour on a gaming laptop in an AWS TabArena benchmark comparison.
Go-to-market
Direct engagement with midsize to enterprise organizations via demo bookings and a product waitlist, supplemented by a partnership with Talbot West, which acts as strategic implementation partner integrating Lumawarp into client architectures, and by advisory-board cross-appointments supporting go-to-market and enterprise positioning.
Midsize to enterprise organizations and research institutions, with emphasis on healthcare, finance and financial services, manufacturing, and scientific and laboratory research, including use cases such as clinical decision support, fraud detection, predictive maintenance and real-time trading.
Geography
Headquartered in Utah, with an office listed at 7984 S 1300 E, Sandy, UT 84094; earlier coverage describes the company as a Salt Lake City startup.
History
Dr. Alexandra Pasi founded Lucidity Sciences in 2021 after roles spanning finance, oncology, laboratory science and mathematics, including VP of Data Science and Analytics at Zartico. The team spent over a decade advancing the mathematical foundations of machine learning to produce Lumawarp. In December 2025 the company announced a strategic partnership with AI enablement firm Talbot West, followed by reciprocal advisory board appointments between the two CEOs.
Compiled by commissioned research from 6 cited public sources — announcements, filings, and press listed under research sources below.
Key figures
latest reportedCompany-reported or press-reported figures, each dated to when it was claimed — not independently audited.
Timeline · 3
launches, deals, and filingsCEO Dr. Alexandra Pasi joined the Talbot West advisory board, and Talbot West CEO Jacob Andra joined the Lucidity Sciences advisory board, advising on go-to-market strategy, enterprise positioning and integration of Lumawarp.
Lucidity Sciences and AI enablement firm Talbot West announced a mutual partnership under which Talbot West acts as strategic implementation partner for Lumawarp, integrating it into enterprise architectures for clients in healthcare, financial services, manufacturing and other sectors.
Co-founder and CEO Dr. Alexandra Pasi was named a finalist for the 2024 Women Tech Awards.
Dated company events from announcements, filings, and press; legal rows summarize public dockets and regulator releases.
▸Research sources · 6
primary sources listed
- Luciditysciencesluciditysciences.com · web
6 public sources were cited for this profile; the first-party ones are listed here.
Frequently asked questions
- What does Luciditysciences do?
- Lucidity Sciences builds Lumawarp, a machine learning engine using geometric manifold regularization for structured-data prediction.
- Who are Luciditysciences's investors?
- Luciditysciences's investors include Utah Innovation Fund.