Ploid AI
Multiomics analysis assembled into one platform.
Pilot or trial engagementIn marketStartup
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Updated Sept 30, 2026
Big data analytics and management covers assembling data into something decidable. On Halo, the solutions cover platforms built around one data problem, and datasets and tooling. Every solution comes from the team that developed it, so you can reach the people behind the work directly. Sign up to search the full network and post your specific need.
Platforms built around one data problem
A vectorizing information processing system, patented in Japan.
LicensingIn developmentStartup
Credit scoring built on the same processing approach.
LicensingIn developmentStartup
ARCS Aviation
Identity discovery that takes account of the context it happens in.
Co-developmentIn developmentStartup
SB
Valor Infrastructure Holdings, LLC
Predictive irrigation assurance for water-stressed agriculture.
LicensingConceptualStartup
DIL Organization-Health Tech Innovation Corporation
An AI system built around sentinel monitoring in health settings.
Co-developmentIn developmentStartup
Datasets and tooling
UO
University of Tennessee, Knoxville
A complete annually updated profile dataset for US school districts.
LicensingIn marketUniversity
Industrial AI GmbH
A tool for building industrial data science pipelines faster.
LicensingIn developmentStartup
UO
University of Tennessee, Knoxville
Field data collection and inventory for environmental sampling.
LicensingIn developmentUniversity
Causal AI aimed at explainable and actionable decisions.
LicensingConceptualStartup
More big data analytics & management solutions
FG
LicensingIn developmentStartup
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Who is working on big data analytics & management
Innovators in big data analytics & management
Researchers and inventors advancing big data analytics solutions.
Big data analytics expertsAbout big data analytics & management
The owned set on Halo is small and every entry is vertical. Six are platforms built around one specific data problem, and four are datasets or tooling. Nothing in the set is a general-purpose analytics product, which is what the large vendors already sell. On Halo it spans two groups: platforms built around one data problem, and datasets and tooling.
Stage of development. Work on big data analytics & management on Halo comes mostly from companies. 71% of the solutions are in market. Licensing and fee-for-service work are the usual partnering routes, and about 24% of the solutions that state terms offer sponsored research.
Three trends in big data analytics solutions on Halo
Every entry is vertical. Multiomics, credit scoring, irrigation assurance, school district profiles, environmental field inventory, health sentinel monitoring. Nothing is a general analytics platform, because the large vendors already occupy that ground and what an outside party can offer is domain knowledge shaped into data.
One processing idea, two markets. A vectorizing information processing system patented in Japan appears twice on this tree: once as the method, once applied to credit scoring. It is the only entry that shows its own commercial route, and it is a reminder that in analytics the underlying technique and the product built on it are usually sold separately.
A dataset can be the product. One entry is a complete, annually updated profile of every US school district, and another is a field data collection application for environmental sampling. Where the difficulty is in assembling and maintaining the data, the asset is the dataset and the analytics on top are an afterthought.
195organizations
195solutions listed
80%from startups and companies
71%in market
Frequently asked questions
What are big data analytics solutions?
Big data analytics and management covers assembling data into something decidable. It spans platforms built around one data problem, from multiomics to credit scoring to identity discovery, and the datasets and tooling that support analysis. Enterprises, research teams and public sector buyers are the buyers. On Halo the work leans toward platforms built around one data problem, and datasets and tooling.
What are examples of big data analytics solutions?
Two examples of big data analytics solutions on Halo include:
What are the latest big data analytics innovations?
Over the past 90 days, researchers and innovators on Halo have added these big data analytics solutions:
Which companies and suppliers are developing big data analytics solutions?
There are 195 organizations with big data analytics solutions on Halo, 13 of them universities and research institutions. Among them are Ploid AI, 株式会社ウラタソフト, and ARCS Aviation. Most offer licensing or fee-for-service work. Sign up to see every organization working in the area and to send them your specific need.
How do I find big data analytics research partners?
Browsing big data analytics solutions on Halo is free. Sign up to search the full network and save the ones you want. Post your specific need to get exact matches. Organizations reply directly on the platform.
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