Proof of Usefulness Report

Reliq AI

Analysis completed on 2/20/2026

+42

Proof of Usefulness Score

You're In Business

Reliq AI is a verified Ottawa-based embedded software consultancy (formerly S5 Systems) pivoting to Edge AI and Digital Twin services. While the business is legitimate with a history of clients like Mitel and Telular, the project submission itself is of very low quality, containing hyperbolic claims ('most people have used my product', 'everyone') and ambiguous data. The 'Reliq AI' brand lacks public reviews or verifiable recent traction compared to its legacy operations. The score reflects a functional small B2B business penalized heavily for poor presentation and unsubstantiated reach claims.

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Score Breakdown

Real World Utility+17.5

Audience Reach Impact+1.0

Technical Innovation+7.5

Evidence Of Traction+8.0

Market Timing Relevance+6.0

Functional Completeness+0.25

Subtotal+40.25

Usefulness Multiplierx1.05

Final Score+42

Project Details

Project URL

reliqai.com

Description

ReliqAI helps product companies in the US and Canada bring their embedded and AI-driven products to life. We specialize in embedded software development, Embedded AI, Edge AI, and Digital Twin systems, enabling our clients to accelerate innovation while reducing development costs. Through our hybrid onshore–offshore model, we combine close collaboration with North American clients and the scale of our experienced engineering teams in India. This approach gives our partners the best of both worlds: cost-effective execution and seamless integration. We support companies from early PoC and NPI development through to QA, security, cloud integration, and mobile/web applications. While we don’t design PCBs or enclosures, our focus is on delivering end-to-end embedded software excellence. With 30+ years of leadership experience and a track record of building and scaling technology companies (S5 Systems, AI Wizards, Safety Labs, and Sirona.tv), our team is trusted by clients across industries including IoT, medical devices, industrial automation, and smart mobility. Specialties: Embedded Software, Embedded AI, Edge AI, Digital Twin Systems, IoT, QA & Security, Cloud Integration, Hybrid Onshore/Offshore Delivery

Algorithm Insights

Market Position

Growing utility with room for optimization

User Engagement

Documented reach suggests active user community

Technical Stack

Modern tech stack aligned with sponsor technologies

Recommendations to Increase Usefulness Score

Document User Growth

Provide specific metrics on user acquisition and retention rates

Showcase Revenue Model

Detail sustainable monetization strategy and current revenue streams

Expand Evidence Base

Include testimonials, case studies, and third-party validation

Technical Roadmap

Share development milestones and feature completion timeline