Roundtable AI
AI NativeProof of Human. Online human verification
Est 2023|Raised $500K
MarketsFraud Detection
Proof of Human. Online human verification
Published Jul 14, 2026
No clearly dated public roadmap items were found in the sources accessed during this research pass.
The vendor states the product can scale to large volumes (millions of users), but independent uptime, SLA metrics, and load-testing results were not located publicly.
Source: https://roundtable.ai/
These are vendor claims and should be validated through a proof-of-concept and review of raw methodology.
There is a market-research risk that multiple unrelated products use the name "Roundtable." For example, G2 reviews attributed to "Roundtable" appear to describe an SPV/investor-pooling platform rather than a bot-detection product. This suggests the need to validate that any third-party review references actually correspond to Roundtable AI’s Proof-of-Human product.
Source: G2 product and seller pages
Direct user discussions specifically about roundtable.ai Proof-of-Human were limited in the sources reviewed. Related community discussion exists around adjacent products and the broader CAPTCHA/bot-protection ecosystem (for example, discussion of Cloudflare Turnstile limits).
Source: Industry Reddit and community threads
Vendor materials state benefits such as absence of visible CAPTCHA prompts, rapid integration, and a privacy-forward approach. These vendor-published claims were not independently validated by third-party reviews discovered in this research pass.
The vendor’s marketing page displays multiple customer logos (e.g., YouGov and others). No detailed public case study pages with measurable metrics, methodology, or before/after analyses were found in the sources reviewed. Logo display alone does not confirm paid usage, deployment scope, or success metrics.
Source: Official vendor marketing page
Based on the vendor's published pricing for session tiers, the product may fit:
These are informed estimates rather than vendor-stated target sizes.
The vendor indicates relevance for:
Source: Official vendor blog post on invisible CAPTCHA and bot protection
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Minimal-cost bot mitigation is sufficient: Cloudflare Turnstile’s free tier may be more cost-effective for lower-risk use cases, especially where the organization already uses Cloudflare.
Mature enterprise compliance artifacts are required before procurement: If SOC 2 Type 2 or ISO 27001 evidence is mandatory and the vendor cannot provide them promptly, evaluate other providers.
The procurement process requires abundant independent reviews specific to this exact product: Third-party review coverage for Proof-of-Human was limited in this research pass.
Workflows rely on visible, challenge-based step-up interactions: Environments that require puzzles or explicit user-visible challenges for step-up verification may prefer vendors that offer challenge-based fallback mechanisms.
Potential vendor-claimed differentiators (validate during trial or POC):
These are vendor claims and should be validated through a proof-of-concept and review of raw methodology.
Sources: https://docs.roundtable.ai/how-it-works ; https://docs.roundtable.ai/introduction ; https://research.roundtable.ai/proof-of-human/
G2 (likely different product):
Source: G2 product and seller pages
Capterra (appears mismatched):
Source: Capterra product listing pages
TrustRadius: No relevant TrustRadius product page for Roundtable Proof-of-Human was found in the reviewed sources.
Accessible third-party reviews specific to Proof-of-Human were sparse in this research pass, so a reliable, review-derived list of top complaints was not available from the sources examined.
General diligence points relevant to products of this type include:
These are typical areas to evaluate in proofs-of-concept and should be validated for this product.
Roundtable publishes research-style posts and benchmarking content (for example, tests involving AI agents and comparisons to other bot-detection approaches). These materials are useful for understanding the vendor’s technical narrative, but they are vendor-published and are not independent evaluations. Their applicability depends on the similarity between the vendor’s test traffic and an organization’s production traffic.
Source: Vendor research and benchmark pages (official research blog)
Methodology gap note: Where the vendor publishes comparative accuracy figures, organizations should request supporting methodology (datasets, definitions, thresholds) and perform a POC on representative traffic.
Roundtable AI’s primary product, Proof of Human, is a bot detection and fraud prevention service presented as an alternative to CAPTCHAs that does not require explicit challenges. The product assigns risk scores to traffic in real time using behavioral and device/network signals to distinguish automated activity from human interactions. Vendor documentation emphasizes continuous verification across a session rather than a single checkpoint.
Key product elements described by the vendor include:
Sources: Official vendor site and product documentation.
Likely targets (based on product messaging and feature emphasis):
The product is positioned against:
Sources: Official vendor site and product documentation.