What Ailectric does

Ailectric, LLC is a privately-held Baton Rouge, Louisiana-based AI consulting and products company founded in 2017 (per firmographics; some company-history sources cite 2018) by academics and entrepreneurs with deep ties to Louisiana State University's Computer Science & Engineering department. The firm sells bespoke deep learning solutions, technology licensing, training, and custom product development to enterprise customers across manufacturing, diagnostics, safety, supply chain, e-commerce, cybersecurity, and healthcare.

The core product portfolio is anchored by SpotCheck™, a deep-learning technology for non-invasive diagnostics of manufacturing machinery that analyzes audio signals to remotely evaluate performance and diagnose problems without hardware modification, and AIM™ (Automated Inferentials Management), a deep-learning "soft sensor" that improves the accuracy of inferential measurements in advanced process control at industrial plants. Additional proprietary R&D spans DeepSat (satellite imagery classification), computer vision and video analytics, semantic image segmentation, document and Indian-language recognition, automatic image colorization, and the DeepFire wildfire detection system that advanced to the finals of the $11M XPRIZE Wildfire competition in May 2025. AI modalities span audio, image, video, and text, and intellectual property includes licensed LSU patents plus patents held directly by the leadership.

Ailectric's business model rests on three streams: professional services (consulting engagements and tiered corporate training for executives, project managers, developers, and sales staff), technology licensing of patent-pending LSU-derived IP (one-time license), and custom product development. Pricing is opaque and quote-based with no publicly disclosed rates. The go-to-market is enterprise field sales and event-driven (XPRIZE-driven credibility), with named partners including JK Technosoft (strategic service delivery), Prophecy Sensorlytics, and NovAtel/NovAtac, and a single named research customer (Pennington Biomedical Research Center). The firm operates with 1-10 employees, has not disclosed institutional funding, and has not disclosed revenue.

Name

Ailectric

Legal name

Ailectric, LLC

Website

https://ailectric.com

Company type

Private

Founded year

2018

Operating status

Operating

Headcount range

1–10 employees

Short description

Ailectric is a Baton Rouge-based AI consulting and products firm that builds deep learning solutions — including the SpotCheck audio-diagnostics and AIM process-control products — for enterprise customers across manufacturing, diagnostics, healthcare, safety, supply chain, e-commerce, and cybersecurity.

Ownership category

akta.pro rank

Product category

Industrial AI / Deep Learning Software

NAICS

Navigational, Measuring, Electromedical, and Control Instruments Manufacturing (33451)

SIC

Industrial Instruments For Measurement, Display, And Control (3823)

akta.pro primary industry

AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ)

akta.pro secondary industry

Industrial Vision & Quality Inspection (HDAAAEAG)

Keywords

• AI consulting services
• Deep learning solutions
• Manufacturing diagnostics
• Computer vision software
• AI technology licensing

Headquarters

HQ city

Baton Rouge

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, Marketing or Sales, Operations

Revenue model

1. Consulting Services: Expert consulting services focused on using artificial intelligence to meet business goals, including development of bespoke deep learning solutions, data science and analytics, big data preparation and integration, market analysis, and focused sales lead generation.
2. Training Services: Educational classes on artificial intelligence, deep learning, and data science tailored to different audiences including executives (strategy), project managers (performance), developers (product technical training), and salespersons (profit).
3. Technology Licensing: Licensing of patent-pending technologies developed by LSU's Department of Computer Science & Engineering. Technologies include SpotCheck for non-invasive diagnostic testing, computer vision and video analysis, and root cause analysis of textual logs.
4. Product Development: Novel product development customized to specific business needs. Current products include SpotCheck and AIM, with solutions in development for video/image analytics, document analysis, and smart supply chain management.

Go-to-market motion3 records

Distribution channels3 records

Marketing channels7 records

Core offering

Ailectric develops and sells deep learning AI products and consulting services for industrial and enterprise applications. Its two flagship products are SpotCheck™, which performs non-invasive diagnostics of manufacturing machinery by analyzing audio signals, and AIM™ (Automated Inferentials Management), a deep learning soft sensor for industrial process control. The company also licenses patent-pending technologies from Louisiana State University and delivers bespoke AI consulting, training, and custom product development across manufacturing, diagnostics, safety, supply chain, e-commerce, cybersecurity, and healthcare.

Product overview

Ailectric offers a portfolio of AI products centered on deep learning technology for industrial applications. The core offerings include SpotCheck™ for non-invasive manufacturing diagnostics via audio signal analysis, and AIM™ (Automated Inferentials Management) for predictive process control in industrial plants. The company also licenses patented AI technologies from Louisiana State University and provides custom AI solutions and consulting services.

Differentiator

Problem solved

Functional benefit

Brands

• SpotCheck: Technology based on deep learning for non-invasive diagnostics of manufacturing machinery. Analyzes audio signals to evaluate performance and diagnose problems without hardware modification.
• AIM (Automated Inferentials Management)

Products and services

• SpotCheck™ Deep learning technology for non-invasive diagnostics of manufacturing machinery. By analyzing audio signals from equipment such as vacuum pumps, SpotCheck remotely evaluates performance and diagnoses problems, transforming machines into smart devices without any hardware modification. Licensed from Louisiana State University (LSU-2016-031).
• Automated Inferentials Management™ (AIM™) Flexible technology based on deep learning for improving the accuracy of inferential measurements in advanced process control at industrial plants. AIM replaces and improves a plant's measured inferentials with a soft sensor that delivers continuously predicted measurements to improve plant operations, efficiency, and bottom line.
• AI Consulting Services Expert consulting engagements focused on using artificial intelligence to meet business goals, including development of bespoke deep learning solutions, data science and analytics, big data preparation and integration, market analysis, and focused sales lead generation. Delivered through a structured engagement from preliminary consultation through data analysis, model development, and system delivery.
• Technology Licensing Sublicensing of patent-pending technologies developed by LSU's Department of Computer Science & Engineering. Technologies include SpotCheck for non-invasive diagnostic testing, computer vision and video analysis, and root cause analysis of textual logs, available for incorporation into customers' custom solutions and products.
• Corporate AI Training Programs Educational classes on artificial intelligence, deep learning, and data science tailored to different audiences, including executives (strategy), project managers (performance), developers (product technical training), and salespersons (profit). Delivered as corporate training engagements.

Quantifiable outcome

• 90% accuracy in wildfire prediction and management (Firemark AI)
• +1 more outcomes

Named customers1 record

Segments7 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability10 records

Feature8 records

Partnerships

Two partnerships are on record, tiered core.

• JK TechnosoftcoreStrategic or Co-development Partner · 12 July 2018Ailectric and JK Technosoft formed a strategic partnership to deliver world-class AI services. This partnership enables combined expertise in AI development and enterprise service delivery.
• Louisiana State University (LSU) - Computer Science & EngineeringcoreTechnology or IntegrationAilectric sublicenses patent-pending technologies developed by LSU's Department of Computer Science & Engineering, one of the foremost AI labs in the country. Technologies include SpotCheck, computer vision and video analysis, and root cause analysis of textual logs.

Scale indicators4 records

Recent moves5 records

Expansion highlights5 records

Direct peers

• Augury: Augury provides AI-driven machine health monitoring and predictive maintenance for manufacturing equipment. Directly comparable to Ailectric's SpotCheck, as both apply AI to machinery diagnostics to predict failures and reduce downtime, though Augury uses vibration/temperature sensors whereas SpotCheck uses audio analysis.
• SparkCognition: SparkCognition delivers enterprise AI solutions for industrial applications including predictive maintenance, asset performance, and cybersecurity. Comparable to Ailectric as both build deep-learning-based industrial AI products targeting manufacturing and heavy industry verticals.
• Uptake: Uptake is an industrial AI and IoT analytics platform serving manufacturing, energy, and rail. Comparable to Ailectric in applying deep learning to industrial asset performance, predictive maintenance, and process optimization use cases.
• Falkonry: Falkonry provides AI-based anomaly detection and predictive analytics for industrial operations and manufacturing. Comparable to Ailectric's SpotCheck/AIM in using machine learning to surface equipment and process anomalies without requiring extensive data science resources on the customer side.
• MachineSense: MachineSense provides IoT and AI-based factory analytics for industrial machinery health monitoring, founded by Biplab Pal who is also Ailectric's cofounder/advisor. Comparable as a peer company in industrial AI diagnostics with overlapping technology roots and similar target use cases (e.g., vacuum pump diagnostics).
• Senseye (ReliaSoft/Schaeffler): Senseye provides AI-driven predictive maintenance and machine health software for industrial customers. Comparable to Ailectric's SpotCheck as both apply machine learning to predict equipment failures and enable condition-based maintenance in manufacturing operations.

Broad incumbents

• C3.ai: C3.ai is a large enterprise AI application platform serving manufacturing, energy, financial services, and defense with prebuilt AI applications including predictive maintenance. Comparable to Ailectric as both target industrial AI transformations, but C3.ai operates at much larger scale and offers a broader platform rather than custom consulting.
• DataRobot: DataRobot provides an enterprise AI/ML platform that automates model development and deployment across industries including manufacturing and healthcare. Comparable to Ailectric in enabling enterprise deep-learning deployments, though DataRobot sells a horizontal platform versus Ailectric's bespoke consulting and products.
• Slalom: Slalom is a large management and technology consulting firm with significant AI/ML and data science practices serving mid-market and enterprise clients across multiple verticals. Comparable to Ailectric as both deliver bespoke AI consulting engagements, though Slalom operates at materially larger scale.

Emerging players

• Presenso: Presenso applies unsupervised machine learning to industrial asset health monitoring and predictive maintenance. Comparable to Ailectric's SpotCheck in targeting unplanned downtime reduction through AI-driven anomaly detection in industrial machinery.

Market position

Strengths4 records

Weaknesses5 records

Competitive moat4 records

Key highlights6 records

Customer concentration

• Xtwitter.com/ailectric
• LinkedInlinkedin.com/company/ailectric

Revenue estimate

Valuation estimate

Number of profiles

Profiles4 records

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 Ailectric