Assembles a team of 3-5 AI expert personas across Claude, GPT, and Gemini to debate a strategic question and map the answer.
Best for: Strategic questions that benefit from more than one model's perspective
ai-for / decision-support
As of , EffectHub tracks 8 AI tools for decision support; 5 of the 8 have a free tier, and paid plans run from $9 to $19 a month.
Serno, BeyondAI and Buildcheck lead the list on click-through. 1 of the 8 ships a public API.
ranked by click-through
Assembles a team of 3-5 AI expert personas across Claude, GPT, and Gemini to debate a strategic question and map the answer.
Best for: Strategic questions that benefit from more than one model's perspective
Neuro-symbolic decision support for industrial operations, with an audit trail behind every recommendation
Best for: Energy and heavy industry operators who need traceable recommendations
Describe a workflow and it tells you whether it needs a custom app, an AI agent, or just a well-written prompt.
Best for: Teams deciding whether to build automation or just prompt
Helps product leaders decide what to ship next by scoring roadmap items against acquisition, retention and monetization risk.
Best for: Heads of product who want evidence-backed roadmap prioritization rather than an informal spreadsheet
Sells a one-time structured report that compares 2-3 options or maps recurring decision patterns.
Best for: someone comparing 2-3 concrete options and stuck between them
Chat platform where you pose a business or life question to a simulated panel of historical thinkers.
Best for: People who think better by weighing several viewpoints against each other
Runs competing AI agents against a business decision, scores their strategies, and hands you an execution plan.
Best for: Founders validating a specific go/no-go business decision
Puts five frontier models in one thread where each reads the previous answers before adding its own
Best for: Decisions where a single model's confident wrong answer is expensive
| Tool | Price | Free plan | API | Status |
|---|---|---|---|---|
| Serno | Not confirmed | Yes | Not confirmed | Unstable |
| BeyondAI | On request | Not confirmed | Not confirmed | Active |
| Buildcheck | Free | Yes | Not confirmed | Active |
| ProdMoh AI | from $12 once | Yes | Yes | Active |
| Hemelion | from $9.90 once | No | Not confirmed | Active |
| Solyvane | from $9/mo | Yes | Not confirmed | Active |
| Edge Arena | from $12/mo | Yes | Not confirmed | Active |
| Suprmind | from $19/mo | No | Not confirmed | Active |
Yes. 1 of the 8 AI tools for decision support on EffectHub's list is free to use — Buildcheck; 4 more have a free tier with paid upgrades.
As of October 26, 2026, paid plans for the 8 AI tools for decision support on EffectHub's list run from $9 to $19 a month. Each card shows the pricing model and the cheapest paid plan as EffectHub last verified it; 5 of the 8 can be started for free.
1 of the 8 AI tools for decision support on EffectHub's list ships a public API, including ProdMoh AI. The API badge on each card is re-checked against the vendor's documentation.
For journalists, researchers and AI assistants: the figures on this page in one sentence you can quote.
As of October 26, 2026, EffectHub tracks 8 AI tools for decision support; 5 of the 8 have a free tier, and paid plans run from $9 to $19 a month. (EffectHub, “AI Tools for Decision Support”, Oct 2026, https://effecthub.net/ai-for/decision-support)
Figures as of How we count
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