DeepCast

What DeepCast does

DeepCast, LLC is a Houston, Texas-based AI software company founded in 2015 that operates an AI SaaS platform for digital twin generation and industrial process modeling. The platform is built around a proprietary AI engine that automatically ingests data from diverse databases, files, and third-party APIs, identifies underlying drivers, infers interpretable equations, and produces digital twin models with minimal data and no-coding requirements. This positioning targets the gap between physics-based simulation tools (which are slow and require deep expertise) and conventional machine learning approaches (which require large datasets), and the platform is offered via both cloud SaaS and on-premise deployment.

The company serves industrial engineers and scientists, with primary commercial validation in oil and gas operations and secondary positioning in industrial and chemical use cases. Documented customer outcomes include +$100MM/yr in oil recovery on closed-loop steam flooding operations across 3,200+ wells, $300K/month in OPEX reduction for managing 600 wells, and corrosion material categorization compressed from three months to minutes. The product was partially developed under a National Science Foundation SBIR grant, and the company is led by founders Hector Klie (CEO and co-founder) and Arturo Klie (CTO and co-founder).

DeepCast's business model is a subscription-based SaaS license with quote-based, sales-assisted pricing; the public website offers self-serve registration followed by a customer representative follow-up, suggesting a hybrid product-led and enterprise field-sales motion. The company operates with 1-10 employees, has no disclosed venture capital funding beyond the SBIR grant, has no publicly named customer logos, and has no disclosed patents, partnerships, or management team beyond the two co-founders.

Name

DeepCast

Legal name

DeepCast, LLC

Website

https://deepcast.ai

Company type

Private

Founded year

2015

Operating status

Operating

Headcount range

1–10 employees

Short description

DeepCast is a Houston-based AI SaaS company that builds digital twin generation and process optimization models for industrial engineers and oil and gas operators, with documented enterprise deployments in well management and corrosion modeling.

Ownership category

akta.pro rank

Product category

Industrial AI Process Optimization Software

NAICS

Computer Systems Design and Related Services (54151), Custom Computer Programming Services (541511), Software Publishers (513210)

SIC

Services-Computer Integrated Systems Design (7373), Services-Prepackaged Software (7372)

akta.pro primary industry

Model Deployment, Serving & Inference Platforms (HDAAABAF)

akta.pro secondary industry

AI Integration & Orchestration Platforms (Connectors, Workflow, iPaaS for AI) (HDAEANAI)

Keywords

• AI digital twin platform
• Industrial process modeling
• Predictive analytics software
• Oil and gas optimization
• No-code AI modeling

Headquarters

HQ city

Houston

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. AI SaaS Platform Subscription: Cloud-based and on-premise AI platform subscription model. Platform provides digital twin generation, data integration, and predictive analytics capabilities to industrial customers.

Pricing tiers

Go-to-market motion2 records

Distribution channels3 records

Marketing channels3 records

Core offering

DeepCast sells an AI-powered SaaS platform that enables engineers and scientists to build digital twin models for industrial processes using minimal data and no coding. The platform integrates with diverse data sources, inferers interpretable equations, generates predictions, and serves applications such as closed-loop steam flooding oil recovery, well economics optimization, and anti-corrosive material categorization.

Product overview

DeepCast offers an AI SaaS platform for business digital transformation, consisting of the DeepCast AI Platform as its core offering. The platform includes an AI engine that automatically builds digital twin models from minimal data with no-coding requirements, integrated data connectors for databases, files, and third-party APIs, and a dashboard accessible from cloud or on-premise for analyzing current data, assessing model predictions, and sharing recommendations with teams. The platform is designed for industrial and chemical use cases including oil recovery optimization, corrosion modeling, and economics optimization.

Differentiator

Problem solved

Functional benefit

Products and services

• DeepCast AI Platform AI-powered SaaS platform that enables engineers and scientists in industrial sectors to build digital twin models from minimal data without coding. The platform provides real-time integration with diverse data sources (databases, files, third-party APIs), automatic inference of interpretable equations and predictions, and a cloud or on-premise dashboard for analysis, root cause investigation, and team collaboration. It targets industrial and chemical use cases such as closed-loop steam flooding oil recovery, well economics optimization, and corrosion material categorization.

Quantifiable outcome

• +$100MM/yr in oil recovery on 3,200+ wells through closed-loop steam flooding optimization
• +2 more outcomes

Named customers2 records

Segments3 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability5 records

Feature4 records

Scale indicators5 records

Recent moves3 records

Expansion highlights4 records

Direct peers

• C3.ai: Enterprise AI applications platform serving industrial customers including oil & gas, with pre-built models for predictive maintenance, process optimization, and digital twins — directly overlapping DeepCast's core offering.
• SparkCognition: Industrial AI company applying ML to asset performance, predictive maintenance, and operational optimization across energy, manufacturing, and defense — close alternative to DeepCast's no-coding industrial modeling value prop.
• Uptake: Industrial AI platform focused on predictive analytics and asset optimization for energy, mining, and manufacturing — directly comparable to DeepCast's industrial predictive modeling focus.

Broad incumbents

• Palantir Technologies: Large enterprise AI/data operating system (Foundry) widely deployed in oil & gas, chemicals, and industrial sectors with digital twin and process modeling capabilities that overlap DeepCast's industrial use cases.
• AVEVA: Industrial software leader with a PI System and CONNECT platform that integrate operational data and provide industrial digital twin and process optimization capabilities across oil & gas and chemicals.
• Honeywell Forge: Honeywell's industrial AI suite offering process optimization, digital twin, and predictive maintenance — major incumbent competing for the same oil & gas and chemicals digital transformation budgets as DeepCast.
• Bentley Systems (iTwin): Infrastructure engineering software with iTwin Platform for digital twin creation across industrial and infrastructure assets — adjacent competitor in the digital twin category where DeepCast operates.

Emerging players

• Seeq Corporation: Industrial process analytics and AI platform for time-series data in oil & gas, chemicals, and manufacturing — comparable target customers and use cases (process optimization, root cause analysis) to DeepCast.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat4 records

Key risks5 records

Key highlights6 records

Customer concentration

• Facebookfacebook.com/DeepCastAI
• LinkedInlinkedin.com/company/deepcastai

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Funding overview

Funding rounds1 record

Investors1 record

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

M&A

Investments1 record

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

Frequently asked questions about DeepCast