Robling

What Robling does

Robling is a private US-based software company that operates a fully managed Data-as-a-Service (DaaS) retail analytics platform built natively on the Snowflake cloud data warehouse. The platform unifies data from merchandising, e-commerce, customer, supply chain, and financial systems using pre-built connectors to retail-specific ERPs and merchandising suites (Oracle, Microsoft Dynamics, JDA/Blue Yonder, Aptos) and serves it through a retail-tuned data model with anomaly detection, omnichannel hierarchies, and a conversational AI layer. Robling monetizes primarily through recurring DaaS subscriptions priced as Snowflake compute plus a managed-services fee, supplemented by on-demand data modeling/integration and data science services. The customer base is concentrated in specialty and omnichannel retail (Hot Topic, Belk, Torrid, WiggleCRC, Fresh Thyme, West Marine, BoxLunch, PacSun, Snipes, Accent Decor), with an explicit expansion vector into CPG. Distribution combines direct enterprise sales with channel partners Snowflake, AnswerRocket (GenAI), Logic (premier SI), and several BI/visualization vendors (Looker, Tableau, Qlik, MicroStrategy).

Name

Robling

Legal name

Robling, Inc.

Website

https://robling.io

Company type

Private

Founded year

2019

Operating status

Operating

Headcount range

1–10 employees

Short description

Robling provides a fully managed Snowflake-based Data-as-a-Service retail analytics platform that unifies merchandising, e-commerce, customer, supply chain, and financial data for specialty retailers and select CPG brands pursuing omnichannel transformation.

Ownership category

akta.pro rank

Product category

Retail Analytics Software

NAICS

Software Publishers (5132), Software Publishers (513210)

SIC

Services-Prepackaged Software (7372)

akta.pro primary industry

B2B SaaS & Enterprise Personalization (CRM, Sales, Support) (HDAAAGAJ)

Keywords

• Retail analytics platform
• Data as a service
• Cloud data warehouse
• Omnichannel analytics
• Business intelligence tools

Headquarters

HQ city

Atlanta

HQ country

United States

HQ region

North America

Offices2 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. Data-as-a-Service (DaaS) Subscription: Fully managed cloud-based retail analytics platform subscription. Pricing based on Snowflake compute costs plus Robling management fees. Eliminates capital and operating expenses of on-premise data warehousing while providing retail-specific data model and connectors.
2. Data Science & AI Services: Additional services layer providing data science, AI and machine learning services on top of the core DaaS platform, enabling advanced analytics and custom model development.
3. On-Demand Data Modeling & Integration: On-demand consulting services for data modeling and data integration. Allows retailers to customize and extend the platform for specific needs.

Pricing tiers

Go-to-market motion3 records

Distribution channels3 records

Marketing channels5 records

Core offering

Robling sells a fully managed cloud-based Data-as-a-Service (DaaS) retail analytics platform hosted natively on Snowflake that unifies merchandising, supply chain, e-commerce, CRM, and financial data through a purpose-built enterprise retail data model. The platform includes pre-built connectors, anomaly detection, modern omnichannel hierarchies, and on-demand data modeling services for specialty and omnichannel retailers. Complementary offerings include the GenAI Retail Analytics Platform with the Max AI assistant (AnswerRocket partnership), the agentic Sell-Thru.AI product, and the Snowflake Retail Data Model.

Product overview

Robling offers a unified Data as a Service (DaaS) platform for retail analytics, with the core Robling DaaS product serving as the fully managed cloud-based retail data warehouse. The platform integrates data from merchandising, supply chain, e-commerce, CRM and financial systems using pre-built connectors (Oracle, Microsoft Dynamics, JDA, Aptos) and is built on Snowflake's infrastructure. The product portfolio includes the Snowflake Retail Data Model for standardized retail/CPG data unification, Sell-Thru.AI for agentic AI-powered sell-through optimization, and the GenAI Retail Analytics Platform (with AnswerRocket partnership) for conversational BI and automated analysis. A free Store Reopening Analytics application is also available for Covid-19 planning. The platform supports data visualization through integrations with Looker, Tableau, Qlik, and MicroStrategy.

Differentiator

Problem solved

Functional benefit

Brands

• Sell-Thru.AI: An agentic AI product launched by Robling for retail analytics.

Products and services

• Robling Data as a Service (DaaS) Fully managed cloud-based retail analytics platform that unifies data from merchandising, supply chain, e-commerce, CRM, and financial systems into a single analytics-ready data warehouse hosted on Snowflake, sold to enterprise specialty retailers.
• Snowflake Retail Data Model Standardized cloud-native retail and CPG data model co-developed with Snowflake to unify internal and external data, deliver cost-efficient analytics, and enable data sharing across the Snowflake Data Cloud ecosystem.
• GenAI Retail Analytics Platform (Max AI Assistant) Generative AI-powered analytics platform built with AnswerRocket featuring the Max AI assistant for natural-language conversational BI, customizable AI assistants for different retail functions, and automated analysis and reporting for retail executives and business users.
• Sell-Thru.AI Agentic AI product for retail sell-through optimization that analyzes sales data to optimize inventory and improve retail performance.
• Store Reopening Analytics Free analytics application providing COVID-19 case data combined with enterprise store location data, including local case counts, trajectories, and government restrictions visualization, to support chain retailers' phased reopening strategies.
• Data Science & AI Services Professional services layer providing data science, AI, and machine learning services on top of the core DaaS platform, enabling advanced analytics and custom model development for retail customers.
• On-Demand Data Modeling & Integration Services On-demand consulting services for data modeling and data integration that allow retailers to customize and extend the Robling platform for specific business needs.

Quantifiable outcome

• Reduce reporting cycle from hours/days to minutes
• +3 more outcomes

Named customers10 records

Segments3 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration11 records

AI capability8 records

Feature5 records

Partnerships

Three partnerships are on record, tiered flagship, core and minor.

• SnowflakeflagshipTechnology or Integration · 22 September 2021Strategic partnership to develop the Snowflake Retail Data Model, which aims to unify retail and CPG data for analytics and reporting. Robling's platform is built natively on Snowflake's cloud data warehouse with pre-built connectors and optimized performance. Partnership includes Data Marketplace listing for Robling's retail data model.
• LogiccoreImplementation/ SI/ Consulting PartnerLogic is Robling's premier system integrator partner, handling implementation engagements for Robling's DaaS platform. Logic leads deployments for customers like WiggleCRC, bringing retail technology systems integration expertise to ensure successful platform adoption.
• AccentureminorImplementation/ SI/ Consulting PartnerListed as partner in ecosystem section. Accenture may provide implementation services for large enterprise deployments of Robling's platform.

Scale indicators6 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Daasity: Daasity is a retail and CPG-focused data analytics platform built natively on Snowflake, offering pre-built retail data models, ETL, and BI. It is the most direct head-to-head competitor to Robling in retail-specific DaaS on Snowflake.
• Hypersonix: Hypersonix provides AI-powered analytics and decision intelligence for retail, e-commerce, and CPG companies. It directly competes with Robling's Sell-Thru.AI and conversational analytics offerings in retail AI.
• Crisp: Crisp is a retail-focused data and analytics platform that unifies POS, e-commerce, inventory, and customer data for emerging and mid-market retail brands. Overlaps with Robling's specialty retail mid-market customer segment.
• 1010data: 1010data (now part of insightsoftware) provides retail and CPG-focused analytics on alternative data, including POS and supply chain. Comparable in vertical specialization and retailer customer base.

Emerging players

• ThoughtSpot: ThoughtSpot is an AI-powered analytics platform with natural language search and embedded GenAI capabilities. Comparable to Robling's Max AI assistant and broader retail analytics push.
• Sigma Computing: Sigma Computing is a cloud-native BI and analytics platform built on Snowflake, offering spreadsheet-style data exploration. Targets many of the same Snowflake-based retail customers as Robling's DaaS layer.

Broad incumbents

• Looker (Google Cloud): Looker is a Google Cloud-owned enterprise BI platform that is integrated with Robling but also competes as a top-of-stack BI alternative. Robling's ability to coexist rather than be displaced by Looker is a strategic risk.
• Tableau (Salesforce): Tableau is a leading enterprise BI and visualization platform that Robling integrates with but also competes against as a retail analytics front-end. Massive enterprise installed base and Salesforce distribution.
• Domo: Domo is a cloud-based BI and data platform serving enterprise customers including retailers. Comparable in serving enterprise BI users, though broader and less retail-specialized than Robling.

Others

• Fivetran: Fivetran is a leading automated data integration platform that sits below Robling's data model layer. It could be seen as a complementary tool or a competitive substitute for Robling's pre-built retail connectors.

Market position

Strengths4 records

Weaknesses5 records

Competitive moat6 records

Key risks1 record

Key highlights7 records

Customer concentration

• Xx.com/roblingretail
• LinkedInlinkedin.com/company/robling

Compliance3 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles9 records

Funding overview

Funding rounds1 record

Investors1 record

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 Robling