Frame Data & AI

What Frame Data & AI does

Frame Data & AI (legal entity: Frame Data AI, Inc.) is a Houston, Texas-based professional services and solutions company that helps asset-intensive enterprises build AI-ready data platforms and operationalize AI use cases. Founded in 2025, the firm targets four primary verticals: Oil & Gas (upstream, midstream, downstream), Power & Utilities, Manufacturing & Mobility, and CPG/Retail. Its customer base consists of large enterprise operators—independent E&Ps, drilling contractors, pipeline operators, refineries, petrochemical plants, automotive OEMs, terminal operators, beverage/CPG manufacturers, and national retail chains—served exclusively through direct enterprise sales.

The company's offerings span nine service capabilities (Generative AI Services, Analytics & Agentic Activation, Data Engineering, Data Migration & Modernization, Advisory & Strategy, AI Platform Implementation, Knowledge Management, Ongoing Model Support & Optimization, and a Nearshore+Onshore Delivery Model) and nine industry-specific solutions such as Predictive Maintenance, Intelligent Well & Field Lifecycle Analytics, Real-Time Operational Data Lake for Energy Assets, OEE Performance Monitoring, Unified Supply Chain Visibility, and Automated Quality & Compliance Analytics. Underlying technology is a cloud-native data lakehouse architecture built on Azure, AWS, Google Cloud, and Databricks, with reusable ingestion/transformation patterns and AI-native foundations. Differentiators include the AI-Ready Data Estate Accelerator, a Databricks-first delivery approach, physics-informed ML (e.g., leak detection), and a RAG-based GenAI Operator Assistant that integrates with historian signals.

The business operates as a project-based professional services firm with custom-scoped, multi-year contracts. Senior client-facing architects are based in Houston, supported by nearshore engineering pods, enabling lower unit delivery cost than traditional onshore models. Revenue is generated entirely through consulting and implementation services; no software licensing or productized ARR is disclosed. The firm holds core-tier partnerships with Databricks, Microsoft, SAP, AWS, and Google Cloud for co-selling and co-delivery, and is pursuing capital via a $4M+ exempt offering filed with the SEC in October 2025.

Name

Frame Data & AI

Legal name

Frame Data AI, Inc.

Website

https://framedata.ai

Company type

Private

Founded year

2025

Operating status

Operating

Headcount range

11–50 employees

Short description

Frame Data & AI is a Houston-based professional services firm that builds AI-ready data platforms and operationalizes AI use cases for enterprise clients in Oil & Gas, Power & Utilities, Manufacturing, and CPG/Retail.

Ownership category

akta.pro rank

Product category

Enterprise Data & AI Consulting Services

NAICS

Computer Systems Design and Related Services (54151), Custom Computer Programming Services (541511)

SIC

Services-Computer Programming, Data Processing, Etc. (7370), Services-Computer Programming Services (7371), Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

AI/ML Engineering & Model Development Services (BPAEAHAF)

akta.pro secondary industries

End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA), Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs) (HDAEANAH), Data Strategy & Governance Services (BPAEAHAA), Data, Analytics & AI Consulting (BPAHAEAF)

Keywords

• Data engineering services
• AI consulting services
• Cloud data platform
• Predictive maintenance analytics
• Enterprise data modernization

Headquarters

HQ city

Houston

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Services

Cost components

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

Revenue model

1. Technology Consulting & Implementation Services: Professional services revenue generated through data engineering, AI implementation, analytics activation, and platform modernization engagements. Services include advisory & strategy, data migration & modernization, AI platform implementation, and ongoing model support & optimization. Engagements are project-based with delivery across cloud-native, analytics-driven architectures.

Pricing tiers

Go-to-market motion1 record

Distribution channels1 record

Marketing channels5 records

Core offering

Frame Data & AI is a Houston-based specialized technology services consultancy that designs and delivers AI-ready data platforms, data engineering pipelines, and analytics/AI solutions for asset-intensive enterprises in energy, industrial, manufacturing, and CPG/retail sectors. The company bundles advisory & strategy, data engineering, data migration & modernization, generative AI and agentic AI implementation, knowledge management, and ongoing model support with a portfolio of pre-built industry solutions spanning predictive maintenance, well lifecycle analytics, real-time operational data lakes, OEE monitoring, leak detection, production forecasting, and automated quality & compliance analytics, delivered by senior Houston architects combined with nearshore engineering pods on Azure, AWS, GCP, and Databricks.

Product overview

Frame Data & AI is a professional services and solutions company offering a portfolio of AI-powered solutions combined with data engineering services. The offering consists of core service capabilities (Generative AI Services, Analytics & Agentic Activation, Data Engineering, Data Migration & Modernization, Advisory & Strategy, and Knowledge Management) that support a suite of industry-specific solutions. The solutions include Predictive Maintenance & Downtime Reduction, Enterprise AI Readiness & Data Modernization Framework, Unified Supply Chain Visibility & Procurement Optimization, AI-Enhanced Production Forecasting, Intelligent Well & Field Lifecycle Analytics, Real-Time Operational Data Lake for Energy Assets, OEE Performance Monitoring & Asset Optimization, AI-Driven Field Operations Optimization, and Automated Quality & Compliance Analytics. The company delivers these solutions through a nearshore and onshore delivery model, with technology partnerships including Databricks, Microsoft, SAP, AWS, and Google Cloud platforms.

Differentiator

Problem solved

Functional benefit

Products and services

• Generative AI Services
• Analytics & Agentic Activation
• Data Engineering
• Data Migration & Modernization
• Advisory & Strategy
• AI Platform Implementation
• Knowledge Management
• Ongoing Model Support & Optimization
• Predictive Maintenance & Downtime Reduction Solution
• Enterprise AI Readiness & Data Modernization Framework
• Unified Supply Chain Visibility & Procurement Optimization
• AI-Enhanced Production Forecasting
• Intelligent Well & Field Lifecycle Analytics
• Real-Time Operational Data Lake for Energy Assets
• OEE Performance Monitoring & Asset Optimization
• AI-Driven Field Operations Optimization
• Automated Quality & Compliance Analytics

Quantifiable outcome

• Energy clients processing seismic data within 8-12 weeks, down from 6-12 months
• +14 more outcomes

Named customers12 records

Segments4 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability8 records

Feature7 records

Partnerships

Five partnerships are on record, tiered core.

• DatabrickscoreTechnology or IntegrationFrame is a Databricks Consulting and Systems Integrator partner. They deliver agentic AI and intelligent data workloads on Databricks with a Databricks-first delivery approach. Frame works closely with Databricks field teams to co-sell and co-deliver solutions across Energy and Industrial clients. Their local delivery model and repeatable accelerators enable faster implementations, reduced risk, and long-term success on the Databricks platform across cloud environments.
• MicrosoftcoreTechnology or IntegrationFrame brings extensive experience architecting and delivering Microsoft-based data and AI solutions for Energy and Industrial companies. Deep understanding of Microsoft Azure, Copilot, and AI design patterns enables building intelligent data platforms and agentic AI solutions. Microsoft platforms are built to support complex, mission-critical workloads at industrial scale including drilling optimization, predictive maintenance, OT and IT convergence, and enterprise data platforms.
• SAPcoreTechnology or IntegrationFrame brings deep experience across SAP landscapes, enterprise data platforms, and Databricks-based analytics and AI solutions. With Databricks on SAP Business Data Cloud, Frame architects can design and implement patterns extending SAP data into large-scale analytics and AI workloads. Applies proven data engineering, platform architecture, and clean core principles aligned to long-term SAP modernization strategies.
• Amazon Web Services (AWS)coreTechnology or IntegrationFrame delivers strong experience designing and delivering data and AI solutions on AWS for complex enterprise environments. Architects understand how to apply AWS-native data services, Databricks on AWS, and AI capabilities to build scalable, production-ready platforms for Energy and Industrial workloads.
• Google CloudcoreTechnology or IntegrationFrame has hands-on experience architecting and delivering data and AI solutions on Google Cloud for complex enterprise environments. Deep understanding of Google Cloud's data platforms, analytics services, and AI/ML capabilities enables building intelligent, high-performance data platforms for Energy and Industrial organizations.

Scale indicators2 records

Recent moves6 records

Expansion highlights6 records

Broad incumbents

• West Monroe: West Monroe is a US consulting firm with strong energy and industrials practices that delivers data, analytics, and digital transformation work - overlapping with Frame's vertical expertise and energy customer base, at significantly larger scale.
• Slalom: Slalom is a large US-centric consulting firm with deep data and AI practices across energy, industrials, and CPG - similar vertical mix and Databricks/Microsoft partnerships, but with vastly deeper bench and broader service portfolio than Frame.
• Thoughtworks: Thoughtworks is a global technology consultancy focused on data, AI, and platform engineering for enterprise customers - comparable in its emphasis on engineering excellence, modern data architectures, and GenAI delivery, though at much greater scale and broader vertical footprint.
• Persistent Systems: Persistent Systems is a global IT services firm with data modernization and AI engineering practices for enterprise customers, including industrial verticals - comparable in modern data platform delivery and hyperscaler partnerships, with deeper scale.
• Genpact: Genpact is a large professional services firm with deep data, analytics, and AI practices serving energy, industrials, and CPG - comparable vertical specialization and AI service offering, though operating at substantially larger enterprise scale.

Direct peers

• Avahi: Avahi is an AWS and Databricks consulting partner that delivers cloud data and AI solutions for industrial and enterprise customers - comparable in size, hyperscaler alignment, and AI/data engineering focus to Frame.
• Neal Analytics (Accenture): Neal Analytics is a Microsoft and Databricks Gold Partner specializing in data, AI, and analytics engineering for industrials - acquired by Accenture - directly comparable in platform focus and vertical specialization, with greater scale.
• Tredence: Tredence is a Databricks-focused AI and analytics consulting firm serving CPG, retail, and industrials - directly comparable to Frame's Databricks-first delivery model, vertical specialization in asset-intensive customers, and accelerator-led implementation approach.

Emerging players

• Fractal Analytics: Fractal is an AI analytics services and products company with strong CPG, retail, and industrial customer presence - directly comparable AI/analytics service offerings and vertical mix, with a more mature products portfolio.
• Uptake Technologies: Uptake is an AI platform company focused on industrial asset performance and predictive maintenance for energy and heavy industry - comparable in OT/AI integration for asset-intensive customers and predictive maintenance offerings, though operating more product-led than Frame's services model.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/FrameDataAI
• LinkedInlinkedin.com/company/frame-data-ai

Revenue estimate

Valuation estimate

Number of profiles

Funding overview

Funding rounds1 record

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 Frame Data & AI