Home Hub Features Modes Use Cases How-To Guides Pricing About Login

SUPRMIND — Multi-LLM Orchestration for High-Stakes Knowledge Work

Five Frontier AIs.
Same Conversation.
Disagreement Is the Feature.

For Decisions That Can’t Afford Blind Spots

Send a message. GPT-5.2, Claude Opus 4.5, Gemini 3 Pro, Perplexity Sonar, and Grok respond in sequence—each one reading everything that came before. By the fifth response, you have perspectives that build on each other, challenge each other, and expose what any single AI would miss.

Watch five AIs debate your strategy, stress-test your assumptions, and build on each other’s reasoning—all in one conversation.
No hassle, no complexity. Just orchestrated intelligence in minutes.

Five minds.
One evolving conversation.

Each AI sees and responds to everything before it. Ideas compound. Weak spots surface. The fifth response isn’t just another answer—it’s a synthesis of four prior perspectives.

1

Perplexity Opens

Grounded Research

Pulls real-time web data and establishes the factual foundation. Everyone else responds to verified information, not assumptions.

2

Grok Reacts

Live Context

Adds social signals and live data. Reads Perplexity’s take, then questions what’s missing or overstated.

3

GPT Builds

Logical Framework

Structures the emerging argument. Sees two prior responses and adds systematic reasoning to the chain.

4

Claude Challenges

Critical Analysis

Reviews three responses for hidden assumptions, ethical edge cases, and logical gaps. Often the first to say “wait—that reasoning breaks here.”

5

Gemini Synthesizes

Final Integration

1M-token context window absorbs everything. Identifies where the AIs agree, where they diverge, and what the disagreements actually mean.

You Decide

Informed Action

Not five versions of the same answer. Five perspectives that evolved through each other—with the conflicts made visible.

When five AIs agree too easily,
you’re probably asking the wrong question.
Suprmind surfaces the disagreements that matter.

Disagreement is the feature.

Single AIs optimize for helpfulness. They give you what sounds right.
Five AIs in conversation do something different—they expose where the “right answer” falls apart.

Claude challenges GPT’s assumptions. Perplexity fact-checks everyone. Grok questions whether the premise made sense in the first place. This is consilium—the ancient practice of expert councils where disagreement wasn’t just tolerated. It was required.

Weak ideas collapse under scrutiny.
Strong ideas get stronger through it.
That’s the point.

One AI gives you an answer.
Five AIs give you the argument.

You’ve used ChatGPT. You’ve tried Claude. Maybe you switch between them hoping one “gets it.”
That’s not collaboration—it’s hope. Suprmind replaces hope with structure.

Single AI Chat

→ One perspective, one blind spot

→ Optimized to sound confident

→ Context resets between tools

→ You hope it’s the right model

Suprmind Orchestration

→ Five perspectives that build and collide

→ Disagreements surfaced, not hidden

→ 1M tokens of shared memory

→ The right models for every question

Compounded intelligence by design

The Core

What is multi-AI orchestration?

Multi-AI orchestration coordinates frontier AI models to work on your problem together—not in isolation, but in conversation with each other.

In Sequential mode, each AI reads your question plus every prior response before adding its own. By the time Gemini responds fifth, it has four complete perspectives to integrate, challenge, or build upon.

In Debate mode, AIs argue positions with structured rebuttals. In Red Team mode, they attack your idea from four vectors simultaneously. Each mode extracts different value from the same five models.

Suprmind handles the orchestration, memory, and synthesis. You focus on what the disagreements reveal.

Built for decisions that
can’t afford single-model thinking.

Research Teams

Literature reviews that cross-validate sources. Hypothesis testing where AIs argue different interpretations of the same data. Research Symphony mode runs a four-stage pipeline: retrieval, analysis, validation, synthesis.

Strategic Leaders

Board presentations stress-tested by five AI perspectives before the meeting. Competitive analysis where different models surface different threats. Debate mode validates strategic assumptions through structured argumentation.

Consultants

Client deliverables that survive scrutiny because they’ve already been attacked by four AI red teams. Recommendations built on multi-perspective analysis. Blind spots eliminated before the client meeting.

Technical Architects

System designs reviewed from technical, logical, and practical attack vectors. Red Team mode finds the failure modes before production does. Security assumptions tested by adversarial AI personas.

Different problems.
Different orchestrations.

Choose how the five AIs work together based on what you’re trying to accomplish.

Sequential

Deep iterative building

AIs respond in order, each building on all previous responses. Use for complex analysis that needs to evolve through multiple perspectives.

Fusion

Parallel then synthesized

All AIs respond simultaneously, then merged into one unified answer. Use when you need quick multi-perspective consensus.

Debate

Structured argumentation

AIs argue assigned positions with rebuttals and counter-arguments. Use to validate decisions and stress-test assumptions.

Red Team

Adversarial attack vectors

Four AIs attack your plan from technical, logical, practical, and market angles. Use before any high-stakes launch.

Research Symphony

4-stage research pipeline

Specialized roles: retrieval, analysis, validation, synthesis. Use for comprehensive research with cross-validation.

Targeted

Direct @mentions

Ask specific AIs directly when you want their particular strengths. @Perplexity for facts, @Claude for ethics, @Grok for live data.

Start in Sequential to build the idea. Switch to Debate to test it. Red Team before you ship it.
Same conversation. Same context. Different orchestration.

How compounded intelligence
actually works.

When Claude reads your question, it also reads Perplexity’s research, Grok’s live context, and GPT’s logical framework. That’s not five isolated answers—it’s five responses shaped by each other.

The result is intelligence that compounds. Each AI adds its strengths while responding to everything before it. Gemini, with its 1M-token context, synthesizes the full chain into something no single model could produce.

Consilium: The expert panel model.

Medical review boards consult multiple specialists because complex cases expose the limits of individual expertise. Investment committees debate because conviction needs to survive challenge.

Suprmind applies the same principle to AI: orchestrated disagreement produces better outcomes than confident agreement.

  • Five frontier models responding in structured sequence
  • 1M tokens of unified context across all AIs
  • Disagreements surfaced, not smoothed over
  • Six modes for different decision types
  • @mention targeting for specific AI strengths
  • Automatic synthesis highlighting agreements and conflicts
1
Query Enters
Your Question

You ask something complex. Suprmind routes it through the selected mode structure.

2
Context Builds
Each AI Adds

Each model responds while reading everything before it. Ideas evolve through the chain.

3
Conflicts Surface
Disagreement Exposed

When AIs disagree, Suprmind highlights it instead of hiding it. This is the signal, not the noise.

4
Synthesis Generated
Unified Output

The full response chain plus a synthesized view of agreements, conflicts, and implications.

5
Conversation Continues
Iterate or Pivot

Follow up. Switch modes. Dig into a disagreement. The context persists across turns.

The platform that treats
AI disagreement as a feature.

Compounded Perspectives
Not five versions of the same answer. Five perspectives that evolve through each other—with conflicts made visible.

Unified Memory
1M tokens of shared context. No repetition. No lost threads. Every AI knows everything said before.

Mode Flexibility
Sequential building. Parallel fusion. Structured debate. Red team attacks. Switch modes mid-conversation without losing context.

Single AI chats hope for accuracy.
Suprmind validates it.

Most AI tools optimize for one confident answer. Suprmind orchestrates multiple perspectives to expose where that confidence breaks down.

Capability
Single AI Chat
Suprmind

Perspectives
1
5 building on each other

Blind Spots
Hidden in confident answers
Exposed through disagreement

Context Between Tools
Resets (manual copy-paste)
1M tokens shared across AIs

Validation
Hope it’s right
Debate and red-team modes

Conversation Modes
Chat only
Sequential, Fusion, Debate, Red Team, Research, Targeted

Synthesis
You do it manually
Automatic with conflict highlighting

Built for people who question
single-model confidence.

Researchers, consultants, and operators use Suprmind when they need decisions that survive scrutiny—not just answers that sound good.

“I used to run the same question through ChatGPT, Claude, and Perplexity separately, then try to reconcile the differences myself. Suprmind does that automatically—and the disagreements it surfaces are usually exactly what I needed to investigate.”

— Senior Strategy Consultant

5
Frontier Models

5
Orchestration Modes

24
Master Documents

Disagreements Surfaced

Disagreement is the feature.

Your next important decision
deserves more than one opinion.

Start the conversation. Pick Sequential, Debate, or Red Team mode.
Watch five frontier AIs build on each other’s reasoning, disagree productively,
about whatever you’re working on.

Start Orchestrating
See Pricing

See what compounded intelligence reveals about your problem.

Suprmind FAQ

What people ask when they first encounter multi-AI orchestration.

Why use multiple AIs instead of one?

There is no single “best” AI. Each model has different training, different blind spots, and different strengths. GPT reasons differently than Claude. Perplexity grounds in real-time data. Grok pulls live social signals. Using them together surfaces perspectives and conflicts that any single model would miss. The disagreements are often more valuable than the agreements.

What does “disagreement is the feature” actually mean?

Real decisions involve tradeoffs, uncertainties, and edge cases. Suprmind surfaces disagreements instead of hiding them behind confident-sounding synthesis. The conflicts point you toward what actually needs investigation and what assumptions might be wrong.

How is this different from just switching between ChatGPT and Claude?

When you switch tools, context is lost. You re-explain the problem and manually compare outputs. Suprmind keeps shared context across all models, and each AI sees what the others said in the same thread. That creates compounding perspectives instead of isolated answers.

What are the conversation modes for?

Different problems need different structures. Sequential builds step by step. Fusion runs in parallel then merges. Debate stress-tests assumptions through argument. Red Team attacks your plan before you ship it. Research Symphony runs deeper analysis with cross-validation. Targeted lets you @mention a specific AI when you want its particular strengths.

How does context work across AIs?

All AIs share a unified memory, so each model can see the conversation history and the other AI responses. That preserves continuity without making you repeat yourself and helps the group build on prior turns instead of restarting.

Who is Suprmind for?

People making real decisions: founders, operators, researchers, consultants, and teams who want their thinking challenged, validated, and improved before they commit time, money, or reputation.

How fast is Suprmind?

It depends on the mode. Parallel and Fusion are usually the quickest. Sequential takes longer because each AI builds on the previous one. Research-heavy modes take longer because they are doing more work on purpose.

Which AIs are included?

Suprmind orchestrates a set of frontier models from multiple providers. The exact lineup can change as providers ship new versions, but the point stays the same: different model families, different strengths, one shared context.

Can I use it for research?

Yes. Research Symphony is built for deeper research workflows and cross-validation. It is meant for situations where you want breadth, evidence, and competing viewpoints, not just a quick answer.

Is it secure?

Suprmind keeps conversation context isolated per session and project. Enterprise setups can add stricter controls. If you need a specific compliance posture, treat that as a deployment requirement and design for it explicitly.

What is compounded intelligence?

Instead of five separate answers, you get five perspectives that build on each other. Each model reacts to what the others said, contradictions are exposed, and the final output is stronger because it survived disagreement.

Disagreement is the feature.

The platform for multi-AI orchestration and compounded intelligence.