RideScan

Founders, Backgrounds, and Bench

RideScan was founded in 2024 by Shivoh Nandakumar, a former Robotics Researcher at The National Robotarium [Crunchbase]. The company is currently led by its founder as a solo venture.

Summary and Signal

RideScan is an Edinburgh-based deep-tech startup applying AI assurance to autonomous robotics. The company is developing a SaaS platform that aggregates and analyzes performance data from diverse systems, from industrial arms to humanoids, to flag anomalies and predict maintenance [ridescan.ai]. Its core proposition is to act as an unbiased, continuous monitoring layer, a concept it markets as a "Fitbit for robots" to prevent costly downtime and build trust in autonomous operations [F6S]. The venture has secured early backing from the Venture Builder Incubator at the University of Edinburgh's Bayes Centre and a $75,000 pre-seed investment from Humanoid Global Holdings Corp. [Humanoid Global blog, 2026], [Nasdaq, 2025].

Taxonomy Snapshot

Axis	Value
Stage	Pre-Seed
Business Model	SaaS
Industry	Deeptech
Technology	AI / Machine Learning
Geography	Western Europe
Growth Profile	Venture Scale
Founding Team	Solo Founder
Funding	Incubator/Accelerator

Data Accuracy: YELLOW -- Core product claims are confirmed by the company's website and incubator profile; funding details are reported by the investor but lack independent press corroboration.

Company Overview

RideScan is a deep-tech startup founded in 2024, headquartered in Edinburgh, Scotland. The company was incorporated as RIDESCAN LTD on August 22, 2024, and remains an active private limited company [company-information.service.gov.uk]. Its public narrative positions it as a pioneer in enhancing the safety and reliability of autonomous systems [Bayes Centre]. The company's early development was supported by the Venture Builder Incubator program at the University of Edinburgh's Bayes Centre [Bayes Centre]. A key public milestone was a strategic investment from Humanoid Global Holdings Corp., announced in September 2025, which provided $75,000 in pre-seed capital [Humanoid Global blog, 2026], [Nasdaq, 2025]. Current public data suggests the team consists of under 10 employees [Endole, 2026].

Data Accuracy: YELLOW -- Core entity and funding facts are confirmed by official registries and investor announcements.

The Product and the Stack

The core proposition is a monitoring and analytics layer for autonomous robotic fleets, described by the company as a "Fitbit for robots" [F6S]. The platform's stated purpose is to aggregate operational data from diverse robotic systems and apply AI to detect anomalies, predict maintenance, and generate actionable insights [ridescan.ai]. The platform is designed to bring together data from a wide range of systems, including industrial robotic arms, mobile platforms, drones, quadrupeds, and humanoids [ridescan.ai]. The system continuously analyzes performance data to flag irregular patterns and predict maintenance needs [ridescan.ai]. A final, notable claim is that the system is designed to operate without requiring data to move across international borders [ridescan.ai].

Data Accuracy: YELLOW -- Product claims are sourced directly from the company website and incubator profiles.

The Market They Are Entering

The market for operational assurance and anomaly detection in robotics is emerging as a direct response to the growing deployment of autonomous systems. The global predictive maintenance market was valued at $7.8 billion in 2023 and is projected to reach $28.2 billion by 2028 [MarketsandMarkets, 2023]. RideScan's platform aims to address the need for standardized tools to manage operational risk as deployments scale [ridescan.ai].

Metric	Value
Predictive Maintenance (2023)	$7.8B
Predictive Maintenance (2028 est.)	$28.2B

Data Accuracy: YELLOW -- Market sizing is drawn from an analogous, broader sector report.

The Competitive Field

RideScan enters a nascent but fragmented field, positioning its platform as a unified, AI-driven monitoring layer for diverse autonomous systems. The landscape divides into three broad categories: incumbent robotics software suites (e.g., Siemens, ABB), adjacent monitoring substitutes (e.g., Datadog, Splunk), and internal, custom-built solutions. RideScan's stated edge is its focus on cross-platform, AI-driven anomaly detection as a dedicated service. The platform's proposed integration with industrial robotic arms, mobile robotic platforms, drones, quadrupeds, and humanoids suggests a bet on vertical integration across robot form factors [ridescan.ai].

Data Accuracy: YELLOW -- Competitive analysis is inferred from the company's stated product scope.

Opportunity

The prize for RideScan is to become the essential monitoring and assurance layer for the autonomous systems industry. The company's positioning as an "all-in-one robotics data platform" [ridescan.ai] targets a fundamental, unsolved problem: trust. The company's claim that its "AI learns the optimal performance of each robot individually" [ridescan.ai] hints at a data-driven flywheel.

Data Accuracy: YELLOW -- The opportunity analysis is based on the company's stated product positioning and market focus.

Sources

1. [ridescan.ai] RideScan - Your all-in-one robotics data platform. Analyse and visualise mission insights effortlessly | https://www.ridescan.ai/
2. [Humanoid Global blog, 2026] Humanoid Global Announces Strategic Investment in RideScan | https://www.humanoidglobal.ai/blog/humanoid-global-announces-strategic-investment-in-ridescan-a-pioneer-advancing-ai-for-robotics-safety-and-performance
3. [F6S] RideScan - F6S | https://www.f6s.com/company/ridescan
4. [company-information.service.gov.uk] RIDESCAN LTD | https://find-and-update.company-information.service.gov.uk/company/SC820262
5. [Bayes Centre] RideScan | Entrepreneurship | https://bayes-centre.ed.ac.uk/accelerating-entrepreneurship/vbi/cohorts/vbi-cohort-4/ridescan
6. [Crunchbase] Shivoh Nandakumar - CEO & Founder @ RideScan | https://www.crunchbase.com/person/shivoh-nandakumar
7. [Nasdaq, 2025] Humanoid Global Invests in RideScan | https://www.tipranks.com/news/company-announcements/humanoid-global-invests-in-ridescan-to-enhance-robotics-safety-and-performance
8. [Endole, 2026] Ridescan Ltd - Company Profile | https://open.endole.co.uk/insight/company/SC820262-ridescan-ltd
9. [ukii.uk] RideScan - Converge Challenge | https://www.convergechallenge.com/ridescan/
10. [MarketsandMarkets, 2023] Predictive Maintenance Market - Global Forecast to 2028 | https://www.marketsandmarkets.com/Market-Reports/predictive-maintenance-market-8656856.html