RidgeRun AI

Edge AI & IoT · Automation & Workflow · Computer VisionBradenton, United States

RidgeRun AI is based in Bradenton, Florida and works in Edge AI & IoT for General Manufacturing, with further work in Voice AI and Automation & Workflow.

Average rating: —
Reviews: 0
Profile coverage: 80%
Evidence percentile: P69

Profile updated Oct 26, 2026 · Request a correction

Automation & WorkflowComputer VisionEdge AI & IoTMLOps & InfrastructureVoice AI

5 categories

71Moderate evidenceStructured signal · 71/100

Primary category: Edge AI & IoT
Team size: Not disclosed
Typical budget: Not disclosed
Primary industry: Manufacturing & Industrial

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Overview

What RidgeRun AI does best.

About

Edge AI & IoT provider for Manufacturing & Industrial

RidgeRun AI offers AI engineering and consulting services, specializing in model training and deployment for embedded systems, reducing time-to-market for high-performance computing products. Its own website shows its strongest capability in Edge AI & IoT, alongside Embedded AI. The industry it describes most is General Manufacturing.

Service model·Service

Primary AI categoryEdge AI & IoT

Benchmarked against 853 providers in this category.

Primary industryManufacturing & Industrial

Technology stack

2 platforms & methods

Bars show how many mapped capabilities use each one.

Edge AI1 capability
Model TrainingProfile only

RankGlobal provider intelligence

Evidence report

How RidgeRun AI compares with peers on evidence, reviews and coverage.

Analyst brief · Published

CategoryEdge AI & IoT

Compared with853 providers

Signals3 signals

Status● Published

Evidence score

71/100

Moderate evidence69th percentile of 853 peers · peer median 70

Profile coverage80

Taxonomy density100

Review signal0

Peer benchmarkHow the profile comparesEdge AI & IoT among 853 published providers

Average rating0.00 · median 4.88

Independent reviews0 · median 0

Profile completeness80% · median 70%

Taxonomy breadth25 · median 25

This profile Peer median

Signal radarMulti-dimensional evidence

This profile (percentile) Peer median

Industries4 industries

4industries

Manufacturing & Industrial40%

Education & Research20%

Professional & Business Services20%

Technology, Software & Digital Infrastructure20%

Share of mapped industries, not share of work or revenue.

Evidence mixMapping grades

Direct · 14Supported · 11

56%Direct · 14 mappings

44%Supported · 11 mappings

Grades across 25 mappings. Not a search ranking.

Analyst summary

What the evidence says

RidgeRun AI presents as a moderate evidence profile for Edge AI & IoT. It ranks in the 69th percentile of 853 published providers in Edge AI & IoT, and no reviews on the profile yet.

Current positioning: P69 evidence quality · P50 industry breadth

Strongest signalsEvidence-backed strength in Edge AI & IoT is the profile's clearest signal in the mapped taxonomy.

Best user fitManufacturing & Industrial buyers evaluating Edge AI & IoT across engagement sizes.

Confirm before engagementConfirm current delivery capacity directly — mapped signals reflect profile evidence, not live availability.

How this report is calculated →

Capabilities

AI capabilities.

AI category · 1 / 12

Automation & Workflow

—

DirectSupportedRelatedAdjacentOne of 1,839 providers in this category

Compare Automation & Workflow providers →

Technology used

None of the listed technologies is specific to Automation & Workflow.

Mapping source · https://www.ridgerun.ai/ai-engineering-services — “design business, or you represent a tech-forward industry looking to integrate AI into your new or existing products, our development and MLOps company”

Featured 12 of 20 capabilities, ranked by mapping grade then confidence.

Industry experience · 4 industries · 5 subindustries

Industries served.

3 Core1 Adjacent · discovery only

Manufacturing & IndustrialOther providers in Manufacturing & Industrial →

General ManufacturingDirect · Primary
90%
https://www.ridgerun.ai/ — “Our AI Solutions Software engineers, developers, and systems-on-chip manufacturers will all find useful engineering and consulting services at their dis”
Electronics ManufacturingSupported
60%
https://www.ridgerun.ai/ — “Our AI Solutions Software engineers, developers, and systems-on-chip manufacturers will all find useful engineering and consulting services at their dis”

Client feedback

What clients say.

Testimonial

Throughout our interactions with RidgeRun.ai, we've encountered nothing but excellence. The seamless collaboration between our teams has been instrumental in achieving tangible results.

NNNeil NandoMTDATAFrom the firm’s website1 / 1

1 review

Worked with RidgeRun AI? Review them → Every reviewer is verified by RankGlobal.

Methodology

How RankGlobal maps this profile.

RankGlobal maps this profile against a controlled taxonomy. Mapping grades on capability and industry cards describe how the profile is classified. Source strength for ranking decisions follows the hierarchy published on Research — a mapping grade is not a claim of discoverability weight.

T1AuthoritativeTypical evidenceRegulators, registries, certifications, signed client evidence.Scoring useHighest evidentiary weight
T2IndependentTypical evidenceCredible media, industry bodies, partner directories, third-party datasets.Scoring useStrong with attribution and recency
T3Provider-controlledTypical evidenceCompany site, case studies, press releases, structured submissions.Scoring useAccepted as a claim; verification raises weight
T4Discovery-onlyTypical evidenceDirectory listings, aggregations, and early discovery signals.Scoring useUsed for discovery; weighted accordingly in ranking

Direct, Supported, Related and Adjacent appear on mapped cards as classification grades. They do not rank how discoverable a provider should be.RankGlobal trust center →

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Before you reach outKey facts, and three things to confirm once you're in touch.

Primary category: Edge AI & IoT
Primary industry: Manufacturing & Industrial
Typical budget: Not disclosed
Team size: Not disclosed

1Name the use caseSay which Edge AI & IoT problem you are evaluating, so the research team can route your message accurately.
2Pressure-test the budget bandNo budget band is on file. Ask what a scope like yours typically lands at.
3Ask for a referenceRequest a client reference in Manufacturing & Industrial — the strongest industry signal on this profile.