Expert Panel
One AI model. One point of view. One blind spot.
Ask once, and models from different vendors draft, challenge and stress-test each other inside a single request.
Try the Expert PanelThe problem
Complex work shouldn't hang on a single model's judgment.
Every model is shaped by its vendor's training, safety and risk choices. So they read the same problem differently — and each carries its own blind spots.
You wouldn't bet a hard decision on one opinion. Why bet it on one model?
The old way
So you become the referee.
Drafts
Draft our market-entry plan.
Launch Germany first — the largest market.
Critiques
What’s weak here?
Customer acquisition cost there is 2.4× higher.
Fact-checks
Verify these claims.
The Netherlands reaches profitability sooner.
Then you copy-paste between tabs, hold it all in your head, and stitch the answer together yourself. Slow. Lossy. And the thinking still rests on you.
The new way
The models referee each other.
One request in. No tabs, no copy-paste — the Collivo Engine runs the loop and hands you one answer.
Collivo
one shared context
Discussing •••
Launch Germany first — it’s the largest market.
Customer acquisition cost there is 2.4× higher.
The Netherlands reaches profitability sooner.
Launch the Netherlands first, then expand to Germany later.
Meet the feature
The Expert Panel: one request in, one answer out.
Ask once. Models from different vendors draft, challenge and stress-test each other inside a single request — and hand you the one answer they'd all sign off on.
Models you can put on the panel
- GPTOpenAI
- ClaudeAnthropic
- GeminiGoogle
- QwenAlibaba
- KimiMoonshot AI
- MiniMax
- DeepSeek
- GLMZ.ai
All product names, logos and brands are property of their respective owners. Listing here indicates compatibility, not endorsement or affiliation.
The payoff
The real payoff isn't faster writing. It's fewer review loops.
Complex feature cycle
Each span is one rework loop — another full round of human review.
A rough first plan creates review after review. A stronger first plan usually needs just one.
Getting the plan right up front is what the Expert Panel is for — and it's what collapsed the cycle for us.
Questions, answered.
What is Collivo's Expert Panel?
The Expert Panel is Collivo's review-reinforced, multi-model AI feature. Instead of trusting a single model, one request runs through several leading models from different vendors — they draft, critique and verify each other inside one shared context, and return a single answer they'd all sign off on.
Which AI models can I put on the panel?
You can route work through today's leading foundation models, including GPT (OpenAI), Claude (Anthropic), Gemini (Google), Qwen (Alibaba), Kimi (Moonshot AI), MiniMax, DeepSeek and GLM (Z.ai), and switch between them without losing your data, history, or project context.
How is a multi-model panel better than using one model?
Every model is shaped by its vendor's training, safety and risk choices, so each reads the same problem differently and carries its own blind spots. A panel stress-tests your thinking from several perspectives, surfacing disagreements a lone model would hide and giving you more defensible, resilient output.
What happens if one AI provider changes its policies or goes offline?
Because Collivo isn't tied to a single provider, you pivot to another model in one click. Your work continues uninterrupted — the “brain” can change, but your project's memory stays intact.
The Expert Panel works hand-in-hand with Collivo's multiplayer AI workspace, so every model's contribution lands directly in the live documents your team is already working in.
Your move
Stop betting complex work on a single point of view.
See how the Expert Panel puts multiple vendor models to work on your hardest problems — in one shared context.
See how it works