Run a Strategy Table in 10 Minutes With a Panel of AIs

Most strategy questions do not have one right answer, which is exactly why asking one AI model for one feels thin. You get a confident, tidy reply that hides every assumption it skipped. A real strategy session has several people arguing from different angles until the trade-offs are on the table. You can run that same session with AI in about ten minutes.

aiDex seats up to five models (Claude Opus 4.8, GPT-5.4, Gemini 3.1 Pro, DeepSeek V3.2, plus local Ollama models) in one conversation. Put a decision in front of them, give each a role, and let them push on each other while a lightweight moderator AI runs the floor. You leave with the trade-offs mapped, not a single voice you have to second-guess.

What is an AI strategy table?

An AI strategy table is a Teams conversation where several models debate one decision, each from an assigned stance, with you as the chair. Instead of one model summarizing the obvious, you get the bull case, the bear case, and the questions a single answer would have buried.

The value is the disagreement. Where two models reach the same conclusion by different routes, you can trust it more. Where they split, you have found the real risk, the part of the decision that actually deserves your attention. A lone model cannot give you that, because it grades its own reasoning and defends its first instinct.

How do I run a strategy table in 10 minutes?

Open aiDex, start a Teams chat, add three to four models, and follow four short steps.

1. Frame the decision (2 minutes). State the choice, the constraints, and what a good outcome looks like. Example: "Should we launch in one market deeply or three markets lightly this quarter? Budget is fixed, the team is six people, and success means durable revenue, not vanity signups."
2. Assign stances (2 minutes). Give each seat a role so they do not converge on the same safe take. One argues for focus, one for spread, one plays the skeptic who attacks both, and one (optional) holds the customer's point of view.
3. Let them debate (4 minutes). The models respond to each other in the open. The moderator AI manages speaking order so no single model dominates. You interject to sharpen a point or feed in a fact whenever you want.
4. Force the call (2 minutes). Ask each model for a one-line recommendation and the single assumption that would flip it. That last question is the gold: it tells you what to go verify before you commit.

Ten minutes in, you have a mapped decision: the positions, the cruxes they disagree on, and the assumptions to test. For the mechanics of setting up the room, see how to create a multi-AI team in aiDex.

Which models should sit at the table?

Pick for range, not reputation, and let the Dex make swapping easy. A strong reasoning model carries the main argument; a fast, inexpensive model is fine for the skeptic seat, because poking holes is cheaper than building the case; a long-context model earns a seat when the decision comes with heavy background documents.

Diversity of providers matters more than picking the single best model. Three seats filled by Claude Opus 4.8, GPT-5.4, and Gemini 3.1 Pro will surface more angles than three runs of any one of them, because each brings different defaults and blind spots. For a fuller routing guide, see when to use each aiDex mode.

How is this different from asking one model?

One model gives you an answer; a table gives you a decision you can defend. A single reply optimizes for sounding complete, so it papers over the trade-offs that make the choice hard. The table keeps those trade-offs visible because the models are arguing, not agreeing.

It also catches the confident-but-wrong failure mode. When one model overstates a claim, another contradicts it in the same thread, and you see the conflict instead of inheriting a quiet mistake. That is the same logic behind getting AI consensus and running an AI debate, pointed at a business call instead of a fact.

When should I use Team, Compare, or Judge for a decision?

Use Teams when the models should react to each other, which is what makes a strategy debate work. Use Compare when you want clean, side-by-side answers with no cross-talk, good for a quick read on how different models frame the same question. Use Judge when you want the models to vote toward one recommendation and surface where they agree.

For a live strategy table, Team is usually right: the back-and-forth is the point. Add a moderator to keep order on a busy table; see pin a moderator AI.

What does a strategy table cost?

Less than the meeting it replaces. You pay per message, not per seat, and you can size each model to its job, so a cheap skeptic costs a fraction of a flagship lead. aiDex shows the per-message cost as you go and lets you set spending limits, and you can drop a brief or data room into the chat as documents so every model reads the same facts. Use your own provider keys or the ones we manage, and pick the models you want.

Your next hard call does not need a longer prompt. It needs a room. Open aiDex, seat three models, and run the four steps above. For the bigger picture, start with the guide to multi-model AI workflows.