iCube Consultancy Services

What iCube Consultancy Services does

iCube Consultancy Services (ICUBE CSI) is a privately held analytics and AI/ML solutions provider headquartered in Jacksonville, Florida, with an additional office in McLean, Virginia and development centers in Bangalore and Hyderabad, India. Founded in 1997 and active in its current productized form since 2015, the company serves Fortune 1000 enterprises and federal agencies with a vertically focused analytics platform spanning healthcare, pharmaceutical/life sciences, engineering and automotive, manufacturing, and federal government sectors.

The company's technology stack centers on its patented ICUBE CSI AutoML platform, which combines descriptive, predictive, and prescriptive analytics with AutoML tooling deployable on cloud (AWS, Azure) or on-premise. Core products include AutoML Accelerators, Augmented BI (ICUBE CSI-Ax) with a 3-click KPI workflow, Engineering Optimization (ICUBE CSI-Ex) for design simulation and optimization, and Intelligent Knowledge Management (ICUBE CSI-Ix). Supporting sub-components include DataSharp (dimensionality reduction), InsightExplorer (scenario planning), HiddenInsights (pattern extraction), and Explainable AI. Underlying engines (Predict, Text Analytics, Mine, Optimize) cover classification, regression, time-series forecasting, NLP, causal inference, and multi-objective optimization. The platform supports structured, unstructured, and image data, with computer vision applied to manufacturing anomaly detection.

Revenue is generated through three streams: (1) professional services for analytics, ML/AI, and big data engineering implementations from POC through production; (2) software/platform licensing for proprietary AutoML and Augmented BI tools, delivered as cloud SaaS via AWS/Azure; and (3) federal government contracts via GSA Multiple Award Schedule (Contract 47QTCA24D00EH), Florida State Term Contract, and other vehicles. The company employs an enterprise direct-sales motion targeting Fortune 1000 clients with $1M+ deal sizes, supplemented by technology partner channels (Microsoft Gold Partner, AWS Partner Network, Tableau, Qlik, Spotfire) and federal teaming arrangements. The company has implemented 100+ AI/ML and analytics solutions, holds multiple certifications (WOSB, MBE, WBENC, HIPAA, FISMA), and maintains a 11-50 employee headcount.

Name

iCube Consultancy Services

Legal name

iCube Consulting Services Inc

Website

https://icubecsi.com

Company type

Private

Founded year

2015

Operating status

Operating

Headcount range

51–100 employees

Short description

iCube Consultancy Services (ICUBE CSI) is a Jacksonville-based analytics and AI/ML solutions provider serving Fortune 1000 enterprises and federal agencies with proprietary AutoML tooling, augmented BI, and verticalized analytics across healthcare, pharma, automotive, and government sectors.

Ownership category

akta.pro rank

Product category

Big Data Analytics & AI/ML Software

NAICS

Other Scientific and Technical Consulting Services (54169), Computer Systems Design and Related Services (54151)

SIC

Services-Engineering, Accounting, Research, Management (8700)

akta.pro primary industry

Industry/Domain Analytics Solutions & Accelerators (BPAEAHAK)

Keywords

• Big data analytics
• Machine learning solutions
• Augmented analytics
• Predictive analytics platform
• Enterprise data engineering

Headquarters

HQ city

Jacksonville

HQ country

United States

HQ region

North America

Offices4 records

Markets served

GTM type

B2B

Offering type

Services

Cost components

Personnel, Technology or R&D, Marketing or Sales, Operations

Revenue model

1. Professional Services - Analytics Solutions: Custom analytics, ML/AI, and Big Data engineering solutions delivered to enterprises. Implementation from proof-of-concept to production. Includes advisory services, blueprinting, team augmentation, and education workshops.
2. Software/Platform Licensing: Licensing of proprietary AutoML tools and augmented BI platform. ICUBE CSI AutoML, ICUBE CSI-Ax, ICUBE CSI-Ex, ICUBE CSI-Ix tools. Cloud-based SaaS delivery via AWS or Azure.
3. Federal Government Contracts: IT services through GSA IT Schedule and other contract vehicles for federal agencies including USPTO, FAA, DHS, DOL, VA.

Pricing tiers

Go-to-market motion2 records

Distribution channels3 records

Marketing channels4 records

Core offering

iCube Consultancy Services (ICUBE CSI) delivers enterprise big data analytics and AI/ML solutions built around a proprietary AutoML platform. The company sells patented AutoML Accelerators, Augmented BI (ICUBE CSI-Ax), Engineering Optimization (ICUBE CSI-Ex), and Intelligent Knowledge Management (ICUBE CSI-Ix) tools, alongside professional services in Machine Learning, Business Analytics, and Big Data Engineering on AWS, Azure, Cloudera or on-premise for Fortune 1000 enterprises and U.S. federal agencies.

Product overview

iCube Consultancy Services (ICUBE CSI) offers a platform-plus-modules architecture centered on its proprietary AutoML technology. The core offerings include AutoML Accelerators (patented predictive analytics tools), Engineering Optimization (ICUBE CSI-Ex), Intelligent Knowledge Management (ICUBE CSI-Ix), and Augmented BI (ICUBE CSI-Ax). These are supported by sub-components including DataSharp (preprocessor), InsightExplorer (scenario planner), HiddenInsights (deep extractor), and Explainable AI. The platform includes specialized engines for prediction, text analytics, mining, and optimization. Solutions span Healthcare (quality analytics, medical records insights, healthcare economics), Life Sciences (pharmacovigilance, clinical analytics, quality compliance), Engineering & Automotive (predictive maintenance, CAE optimization, supply chain analytics), and Federal government sectors. The company operates from Jacksonville, FL and McLean, VA with development centers in Bangalore and Hyderabad, India.

Differentiator

Problem solved

Functional benefit

Brands

• ICUBE CSI AutoML: Patented predictive analytics AutoML tools enabling rapid experimentation to surface actionable insights from data
• ICUBE CSI-Ex
• ICUBE CSI-Ix
• ICUBE CSI-Ax
• DataSharp
• InsightExplorer
• HiddenInsights
• ICUBE CSI Federal

Products and services

• ICUBE CSI AutoML Accelerators Patented predictive analytics AutoML tools enabling rapid experimentation and accelerated machine learning solution implementation on cloud or on-premise for enterprise data science teams.
• ICUBE CSI-Ax Augmented BI Cloud-based, self-service augmented BI tool that helps business analysts, SMEs and citizen data scientists find the optimal path to business KPIs in three clicks, including KPI influencers, key segments, underlying insights, recommendations and explainable AI.
• ICUBE CSI-Ex Engineering Optimization Machine learning-based tool for sample selection, modelling and optimization in engineering design, including DOE sampling, metamodel/surrogate modelling, sensitivity analysis and multi-objective optimization for design combinations.
• ICUBE CSI-Ix Intelligent Knowledge Management AI-driven knowledge management framework to search, locate and relate structured, unstructured and multimedia data through contextual search, semantic models, ontologies and knowledge portals.
• Machine Learning Solutions Professional services engagement for implementing AI/ML solutions on cloud or on-premise using AutoML tools and frameworks that complement any open source ecosystem, from proof-of-concept to production.
• Business Analytics Visual analytics services that blend design thinking, business context and behavioral sciences to deliver business intelligence solutions and tools for data-driven decisions.
• Big Data Engineering Big data solution implementation services on Cloudera, Azure and AWS, delivered from proof-of-concept to production on cloud or on-premise.
• Azure Cloud EDI Solution Cloud-based EDI parser for the X12 protocol enabling vendors to send information digitally via SFTP, Email and AS2, integrated with SAGE software for order processing.

Quantifiable outcome

• 4X faster solution implementation with AutoML tools and BI frameworks
• +3 more outcomes

Named customers13 records

Segments8 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration1 record

AI capability11 records

Feature10 records

Partnerships

Six partnerships are on record, tiered core and minor.

• MicrosoftcoreTechnology or IntegrationMicrosoft Gold Partner status. ICUBE CSI is a Gold partner demonstrating technical expertise and customer success in Microsoft technologies. ICUBE CSI AutoML tools are available on Azure ML designer with pre-built pipelines.
• Amazon Web Services (AWS)coreTechnology or IntegrationAWS Partner providing cloud-based analytics solutions. ICUBE CSI platform supports AWS cloud deployment with HIPAA compliant architecture options.
• All About The Data (AATD)coreStrategic or Co-development PartnerFederal business partner for delivering advanced analytics projects to USAGM (U.S. Agency for Global Media). Teaming partner for federal engagements.
• ERDC (U.S. Army Corps of Engineers)minorStrategic or Co-development PartnerPartnership with US Ignite for advanced analytics projects in partnership with ERDC.
• US IgniteminorStrategic or Co-development PartnerPartnership for advanced analytics projects with federal agencies including ERDC.
• Karthik ConsultingminorStrategic or Co-development PartnerFederal consulting partner for analytics projects.

Scale indicators5 records

Recent moves4 records

Expansion highlights6 records

Direct peers

• DataRobot: DataRobot is an enterprise AutoML platform that automates model building, deployment, and monitoring. It directly competes with ICUBE CSI AutoML for Fortune 1000 ML customers, though DataRobot is significantly better capitalized and productized as standalone SaaS.
• Mu Sigma: Mu Sigma is a large analytics and decision sciences outsourcing firm combining consultants, technology, and proprietary platforms to serve Fortune 500 enterprises. Comparable business model to ICUBE CSI's professional-services-plus-platform approach, though at significantly greater scale.
• AbsolutData: AbsolutData is an AI and analytics services firm with a NAVIK AI platform offering marketing and sales analytics. Direct peer in combining AutoML/AI products with consulting services for CPG, retail, and technology verticals.
• Elder Research: Elder Research is an applied data science consulting firm specializing in predictive analytics, anomaly detection, and AI for government and Fortune 500 clients. Closely comparable to ICUBE CSI in size, services-led delivery model, and federal/government contract mix.
• Manthan (Algonomy): Algonomy (formerly Manthan) provides AI-driven customer analytics, personalization, and decisioning for retail and consumer industries. Comparable in offering analytics platforms plus professional services to enterprise clients, with similar Fortune 1000 sales motion.
• Fractal Analytics: Fractal Analytics is a pure-play AI analytics services firm with proprietary AI products (Qure.ai, Eugenie.ai) serving CPG, Healthcare, and Financial Services. Comparable consulting-plus-product business model, Fortune 1000 client base, and India delivery footprint to ICUBE CSI.
• H2O.ai: H2O.ai provides an open-source and enterprise AutoML and explainable AI platform (Driverless AI, H2O AI Cloud). It competes head-to-head with ICUBE CSI AutoML and Augmented BI offerings, particularly on explainable AI and rapid experimentation value propositions.
• Tiger Analytics: Tiger Analytics is an AI and analytics consulting firm serving Fortune 1000 enterprises across Healthcare, Pharma, Retail, and Manufacturing - the same verticals as ICUBE CSI. Like iCube, it blends consulting delivery with proprietary accelerators and operates a dual-shore delivery model from the US and India.

Broad incumbents

• Databricks: Databricks provides the unified data and AI Lakehouse platform (including AutoML, MLflow, and Mosaic AI) that competes broadly with ICUBE CSI's data engineering and ML platform offerings. Significantly larger and better-capitalized incumbent in the same data and AI category.
• Palantir Technologies: Palantir provides enterprise data integration and AI platforms (Foundry, AIP) with strong federal government and regulated-industry presence. Overlaps with ICUBE CSI's federal and healthcare verticals, though at vastly larger scale and with deeper government contracts.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/icubecsi
• Facebookfacebook.com/iCubeAnalytics

Compliance5 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles8 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about iCube Consultancy Services