At-Risk AI Tools
These tools scored below 40on our viability model. In most cases the tool’s own homepage no longer resolves when we probe it, which caps the score regardless of anything else. The rest have very little evidence behind them — nothing published beyond a landing page and almost no discussion anywhere. Check before building critical workflows around them, and tell us if we have one wrong.
335 tools · Updated October 2026
Curated instruction prompts for reliable GPT-3.5/GPT-4 text generation and classification.
AI risk adjustment platform that reconstructs longitudinal patient records to catch HCC coding gaps before submission
Free browser-based AI face swap for photos and GIFs, with no sign-up and no watermark on your downloads.
SecReport is a Chinese SaaS for collaborative, AI-assisted security report writing by small and mid-sized security service teams.
Upload a CSV, Excel, JSON, or SQL dataset and ask plain-English questions to get charts, forecasts, and PDF reports.
AI face aging videos that tell your life story in seconds.
Generate shareable links that pre-fill ChatGPT prompts with a playful nudge.
MacGPT puts ChatGPT in your macOS menu bar, a global popup text field, and inline in any text field you type in.
Free, private AI character chat that runs entirely in your Chrome browser, with a local model on your own GPU and no sign-up or downloads.
AI phone screening for healthcare recruiting: Take2 AI agents source, screen, verify licenses, and schedule clinical candidates 24/7.
PropRise automates CRE underwriting with source-cited models and screens 450,000 trade areas for self-storage deals
Research method from Hebrew University that adds audio conditioning to an off-the-shelf text-to-video model with a lightweight adaptor network.
Quantstruct builds hotel housekeeping robots, starting with a linen-folding study unit (HSK-01) now in v0.1.
Coframe is a managed AI growth agent that writes, tests, and personalizes landing page and UI variations to lift conversion rates.
OffDeal is an AI-native M&A advisory service that matches $5M–$100M business sellers with strategic buyers and runs a competitive auction.
Nebuly turns the conversations employees and customers have with your AI agents into adoption, fluency and ROI numbers for enterprise leaders.
PangeAI is an AI agent platform for earth data that answers physical-world questions about your assets in plain language.
Nekton turns a plain-English task description into cloud automation code that runs itself.
Open-source general-purpose robots that automate unsafe and repetitive tasks.
A $5 Gumroad download of 50+ copy-paste SEO prompts for ChatGPT, delivered as a Notion file.
Apriora's AI recruiter Alex runs first-round video, phone, SMS, and WhatsApp interviews 24/7.
Open-source distributed training stack for sharding large transformer and diffusion models across your own GPU cluster.
OpenRead is an AI research platform combining paper search, cited Q&A, cross-paper comparison, notes, and writing help in one browser workspace.
MangoDesk builds production-grade reinforcement learning environments for long-horizon AI evaluation.
CVPR 2022 reference code for text-driven local image edits: draw a mask, write a prompt, edit only that region.
Self-hosted MCP service management platform that deploys each Model Context Protocol server as a standardized container.
AI carrier sales reps that call, email, and text carriers to source capacity and book freight loads
Finvest pairs Finn, an AI wealth manager, with account aggregation, research and an optional Alpaca brokerage account.
PathPilot runs AI voice agents and chat agents that work early-stage delinquent credit accounts before they reach a collection agency.
AI summarizer and translator for text, Word, PDF, PPT, web links and images, paid for with non-expiring credits.
LitePali is a small open-source Python library for image-based document retrieval built on the ColPali architecture.
Upload one photo of a small room and get AI layout, color, lighting, and furniture-arrangement ideas plus a chat with an AI design expert.
Incognide is a local-first desktop environment for knowledge work with built-in AI agents, coding tools, and document editing.
Comena automatisiert die Auftragserfassung von der Inbox bis ins ERP mit KI-Agenten für technische Großhändler und Distributoren.
Flashbot builds no-code AI agents for WhatsApp with voice-note transcription, spoken replies, web search and webhooks.
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