Freelancers using Analytics Canvas

Freelancers using Analytics CanvasFreelancers using Analytics Canvas

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Dublin, Ireland

AI decisions made clear, safe and actionable

New to Contra

AI decisions made clear, safe and actionable

Cover image for “When decisions become real without

“When decisions become real without valid authority” This work examines how AI-driven decisions can appear valid while lacking the authority or conditions required to become actionable. It focuses on a critical gap: – outputs are treated as admissible – decisions are accepted as valid – but authority and conditions are never fully established The analysis highlights: – where systems assume authority rather than explicitly validating it – how admissibility is inferred instead of resolved – where decisions become actionable without sufficient grounding – why systems can execute correctly while lacking valid basis The goal is to identify where decisions are allowed to become real, not because they are admissible, but because nothing prevents them from being treated as such.

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Cover image for Decision Integrity Stress Test
A structured

Decision Integrity Stress Test A structured approach to identifying where AI-driven decisions fail under real-world conditions. This work focuses on testing whether decisions that are: – correct – compliant – and authorized …remain valid at the moment they are executed. The stress test surfaces: – where decisions drift from their original conditions – where systems cannot re-establish grounding – where inadmissible actions are still allowed to execute It is designed to identify failure points that do not appear in audits, logs or standard governance processes. Used before deployment, it helps ensure that AI systems can withstand real conditions - not just pass validation on paper.

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Cover image for This work demonstrates how AI

This work demonstrates how AI outputs can appear valid while still being unsafe to act on under real conditions. It focuses on the gap between: – what a system produces – and what a system is actually allowed to execute The analysis highlights: – how outputs can pass evaluation but fail at execution – why risk emerges at the transition from intent to action – where systems lack constraints at the point of commit The goal is to identify where AI-driven decisions become actionable without being fully validated against current state, authority and conditions.

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91

Cover image for This work highlights a critical

This work highlights a critical failure mode in AI systems: decisions that are correct, compliant, and authorized - but no longer valid at the moment they are executed. The focus is on how outputs transition into authority through repeated use, and how systems can begin to act on those outputs without re-validating whether they still hold under current conditions. It explores: – how authority forms through interaction, not just formal assignment – why governance often fails before execution, not after – where systems allow inadmissible actions to become real This perspective is used to identify where AI-driven decisions drift from their original conditions - even when everything appears governed.

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Analytics Canvas(4)

Two.Zero Agency

maxBarcelona, Spain

Certified FlutterFlow Expert Agency. TOP 1 Worldwide.

$100k+: Earned

16x: Hired

4.8: Rating

157: Followers

Coach

Agency

+1

Certified FlutterFlow Expert Agency. TOP 1 Worldwide.

Cover image for AI Phone Assistant for Healthcare Appointment Management

AI Phone Assistant for Healthcare Appointment Management

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8

Cover image for Digital Agenda Platform for Therapy Sessions

Digital Agenda Platform for Therapy Sessions

0

9

Cover image for Invoice Email Automation for Flow and Finance Operations

Invoice Email Automation for Flow and Finance Operations

0

14

Cover image for Email-to-ERP Order Automation for ABAS-Based Operations

Email-to-ERP Order Automation for ABAS-Based Operations

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7

Analytics Canvas(1)

San Francisco, USA

Product & Interaction Designer

$1k+: Earned

6x: Hired

4.9: Rating

92: Followers

expert

expert

Product & Interaction Designer

Cover image for AI Sales Agent Platform - SparkAGI

AI Sales Agent Platform - SparkAGI

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24

Cover image for AI-Assisted Design Workflow Exploration

AI-Assisted Design Workflow Exploration

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6

Cover image for Granola Website Design & Framer Development

Granola Website Design & Framer Development

1

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Cover image for
Worked on the About page

Worked on the About page for Spark AGI, a platform that enables businesses to deploy AI sales agents that work around the clock, adapt to their workflows, and remain fully under their control. The challenge wasn’t just presenting information, it was creating an experience that matched the product’s ambition. For AI products especially, trust is built through the details. The goal was to create a UI that feels as intelligent and refined as the technology behind it.

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Analytics Canvas(1)

Yurii Funkendorf

proZagreb, Croatia

Product designer UI UX for SaaS Web Mobile app E-Commerce

$5k+: Earned

3x: Hired

5.0: Rating

145: Followers

Product designer UI UX for SaaS Web Mobile app E-Commerce

Cover image for Fintech Platform UI UX design Global banking & crypto FX app

Fintech Platform UI UX design Global banking & crypto FX app

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10

Cover image for Design of Maqtorah's Bid-Based Logistics Platform

Design of Maqtorah's Bid-Based Logistics Platform

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7

Cover image for Redesign SaaS Training Platform

Redesign SaaS Training Platform

5

15

Cover image for Scorer. Designing a multi-sport news & commerce hub

Scorer. Designing a multi-sport news & commerce hub

16

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Analytics Canvas(1)

Designing clarity. Engineering reality. Shipping both.

$1k+: Earned

1x: Hired

5.0: Rating

113: Followers

Designing clarity. Engineering reality. Shipping both.

Cover image for E-commerce Personalized Shopping Journey Design

E-commerce Personalized Shopping Journey Design

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7

Carbex Premium Sports Lifestyle Brand Concept

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5

Cover image for Novatlas Corporate Website Development

Novatlas Corporate Website Development

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3

Mobile-First Shopify Rebuild for Luxury Fashion Brand

6

25

Analytics Canvas(1)

Marcel Ruettgers

proAmsterdam, Netherlands

Revenue Operations & Growth Systems

$10k+: Earned

2x: Hired

5.0: Rating

17: Followers

Revenue Operations & Growth Systems

Growth & GTM Strategy for European Pet Care Brand Launch

0

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AI-Powered Operations Suite for POD Brand

0

17

Cover image for Scale & Dual-Platform Affiliate Program for Blaze.ai

Scale & Dual-Platform Affiliate Program for Blaze.ai

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17

Cover image for Interim CMO The Great Outdoors

Interim CMO The Great Outdoors

0

24

Analytics Canvas(1)

proLagos, Nigeria

Result-Driven UI/UX & Web Designer, Framer, WordPress, Leads

$1k+: Earned

1x: Hired

5.0: Rating

33: Followers

Result-Driven UI/UX & Web Designer, Framer, WordPress, Leads

Cover image for 6,000+ Leads Generated in 7 Days on Tiktok and Meta

6,000+ Leads Generated in 7 Days on Tiktok and Meta

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2

12

Cover image for Swiftly Rescue Live Mobile App Figma

Swiftly Rescue Live Mobile App Figma

1

9

Cover image for GO For You Web App and Mobile Figma

GO For You Web App and Mobile Figma

0

3

Cover image for Meta Ads & Lead Generation for LockedIN HQ

Meta Ads & Lead Generation for LockedIN HQ

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16

Analytics Canvas(1)

Bukola Aladesulu

Copy, Content and Social media Strategist for Businesses

5.0: Rating

11: Followers

Copy, Content and Social media Strategist for Businesses

Upthrive's Content Strategy & Brand Positioning

0

6

Cover image for Blog Article - Personalized Budget Planning

Blog Article - Personalized Budget Planning

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Cover image for Blog Article - FunZ Financial Management Enhancement

Blog Article - FunZ Financial Management Enhancement

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Cover image for Blog Article - FunZ Financial Planning App Development

Blog Article - FunZ Financial Planning App Development

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5

Analytics Canvas(1)