Float vs Armilla AI

Side-by-side comparison of AI visibility scores, market position, and capabilities

Armilla AI leads in AI visibility (30 vs 22)

Float

EmergingProfessional Services

Resource Scheduling

Sydney resource management platform for creative agencies with visual drag-and-drop team scheduling and capacity forecasting; competing with Harvest and Runn for professional services workload management.

AI VisibilityBeta
Overall Score
D22
Category Rank
#1 of 1
AI Consensus
67%
Trend
stable
Per Platform
ChatGPT
20
Perplexity
28
Gemini
19

About

Float is a Sydney-based resource management and capacity planning platform for creative and professional services teams — providing project managers, resource managers, and studio operators with visual drag-and-drop scheduling tools, workload visibility, capacity forecasting, and budget tracking that replace the spreadsheets most agencies use to manage their team allocation. Backed by significant investment including a 2022 round, Float serves thousands of creative agencies, architecture firms, consulting practices, and digital product studios globally.

Full profile

Armilla AI

EmergingInsurance Tech

General

AI quality assurance with insurance-backed warranties from Swiss Re and Greenlight Re; EU AI Act compliance assessments backed by YC and reinsurance partners for high-risk AI deployments.

AI VisibilityBeta
Overall Score
D30
Category Rank
#1016 of 1167
AI Consensus
81%
Trend
stable
Per Platform
ChatGPT
26
Perplexity
29
Gemini
23

About

Armilla AI is a third-party AI quality assurance and warranty company that evaluates AI models for organizations deploying AI in regulated or high-stakes contexts — assessing models against EU AI Act and NIST AI Risk Management Framework requirements for risks including bias, hallucination, robustness failures, and adversarial vulnerabilities, then providing performance guarantees backed by insurance coverage from reinsurers Swiss Re, Greenlight Re, and Chaucer. Founded in Toronto, Canada, Armilla raised $6.81 million total including a C$4.5 million seed round in February 2024 from Mistral Venture Partners, MS&AD Ventures, Y Combinator, and its reinsurance partners.\n\nArmilla's model is unique in the AI governance market — rather than just providing compliance reports, Armilla backs its assessments with insurance warranty products. An enterprise deploying a third-party AI model can purchase an Armilla warranty that pays out if the model performs differently than assessed (fails on bias, accuracy, or robustness metrics), transferring AI performance risk to insurance markets that can price and distribute it. This insurance mechanism creates financial accountability for AI quality claims that audit reports alone don't provide.\n\nIn 2025, Armilla competes in the AI governance, risk, and compliance market with Credo AI, Arthur AI, and AI audit firms for enterprise AI risk assessment and compliance tools. The EU AI Act, fully applicable by August 2025 for high-risk AI systems, is driving enterprise compliance urgency — companies deploying AI in hiring, credit scoring, healthcare, and other regulated contexts need third-party conformity assessments. Armilla's insurance-backed warranty differentiates its offering from pure advisory competitors. The reinsurer backing (Swiss Re, Greenlight Re, Chaucer) provides both capital credibility and distribution through insurance broker channels. The 2025 strategy focuses on growing EU AI Act compliance assessments and expanding the warranty product coverage to more AI deployment use cases.

Full profile

AI Visibility Head-to-Head

22
Overall Score
30
#1
Category Rank
#1016
67
AI Consensus
81
stable
Trend
stable
20
ChatGPT
26
28
Perplexity
29
19
Gemini
23
25
Claude
31
14
Grok
26

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