About Quorum

Strong results come from
strong perspectives
engaging each other.

Quorum is a deliberation system engaging every major AI source for professionals who need to arrive at clear, defensible answers.

Section 01

Introduction

Quorum is designed for moments where the quality of thinking matters: decisions with tradeoffs, complex analysis, strategic direction, and creative work that must stand up to scrutiny. Quorum helps you move from an open question to a closed outcome with confidence.

Strong results come from strong perspectives engaging each other, not from a single pass of automated reasoning.

Section 02

How It Works

Quorum is powered by what we call the Deliberated Output Generator (DOG) — the foundation for quorum.dog.

When you submit a question or prompt, Quorum coordinates multiple independent engines and has them approach the problem from their unique perspectives. Those answers are then debated, challenged, and reconciled through a multi-AI process designed to surface insight rather than noise.

Once the reasoning has stabilized, Quorum synthesizes the work into a single, coherent outcome and formally locks it. That lock is intentional: it creates a clear end state instead of an endless loop of revisions. For users who choose to engage the AI panel on their own, the option to moderate the panel is available.

The same underlying engine drives every Quorum experience. What changes is how much of the process you see and how much control you want to exert.

Section 03

Value & Benefits

Quorum's value goes beyond deliberation. It is a way to run professional thinking without fragmentation.

More accurate by design. When multiple models critique and challenge each other before converging, the result is measurably better than any single model working alone. Independent research on consensus-based multi-model systems shows accuracy gains of 7–15 points over the best single model — with no fine-tuning required. On rigorous benchmarks, deliberation has lifted performance from 46.9% to 68.2%, a relative gain exceeding 45%. This is the architecture Quorum is built on.

Not three times the cost — often less. The common assumption is that using three models means triple the expense. In practice, the opposite can be true. Research on multi-turn token consumption shows that costs scale superlinearly in long conversations — the tokens in rounds five, six, and seven are far more expensive than the tokens in round one. By front-loading deliberation across models at the start, Quorum reaches a satisfying, defensible answer in fewer total rounds. The result is a more accurate outcome that often costs less than the extended single-model conversation it replaces. Berkeley AI Research has identified compound AI systems — coordinating multiple models — as one of the most impactful architectural directions in AI.

One system instead of many. Instead of juggling tools, subscriptions, and model choices, you work inside a single system that coordinates the work for you. One plan gives you access to a broad range of leading AI capabilities, without requiring you to constantly decide which engine to use or how to reconcile conflicting outputs.

Stable as the landscape shifts. As the AI landscape evolves, Quorum is designed to remain stable for you: one place to think, one process to trust, and one set of habits that don't need to change every time a new model appears.

Section 04

Surfaces

Quorum offers multiple surfaces — different ways to engage the same intelligence depending on the task.

Fastest path
Chat

The fastest way to reach a high‑quality outcome. You ask a question and receive a single synthesized response, with deliberation handled quietly in the background. Well suited for everyday professional work — analysis, writing, coding, and research.

Full control
Panel

Exposes the deliberation itself. Multiple perspectives work in parallel, and you can actively guide the process — challenging assumptions, pushing deeper, deciding when the work is complete. Designed for complex decisions and strategic tradeoffs.

Creative range
Studio

Applies the deliberation engine to creative work. Activates multiple Maker AIs to generate unique work, then brings in AI Critics to converge on a clear creative direction. Ideal for messaging, positioning, branding, and concept development.

On the go
Mobile

Focuses on speed and clarity. Chat is fully supported on mobile. Panel and Studio are desktop experiences.

Save & share
Library

Every deliberation worth keeping, organized in one place. Export as a document, deck, or video — and choose what stays private and what you make public.

Section 05

Modes & the Marketplace

A mode is a saved configuration of how Quorum deliberates for a given kind of question — which model families take which seats, how much internal critique runs, how many rounds, what it's tuned for. Every Quorum answer already runs inside a mode; today that's Balanced (Quorum's default, tuned for speed and cost) or Einstein Mode (highest-tier reasoning, unlocked on Pro).

The Modes gallery is the public catalog — every mode shown with real, auto-derived ingredients (provider mix, seat count, critique depth) rather than marketing copy, so you can tell what a mode actually does before you use it.

Modes in the gallery aren't only built by Quorum. The Marketplace lets outside Mode Makers configure and publish their own — a new AI revenue line alongside whatever else they already do, paid out through Stripe Connect directly to their own account, never sitting in Quorum's balance. The self-serve builder is still in development; if you'd rather build one than use one, get on the early access list.

Section 06

Plans

All plans run the same core deliberation engine. Higher tiers unlock broader model access, more sessions, additional surfaces, and higher‑order critics.

Free
$0 / mo
Try deliberation, no commitment
  • 10 Express sessions / mo
  • Chat only
  • 3‑seat deliberation
  • Community models
  • No session history
  • No file attachments
Pro
$45 / mo
For heavy professional use
  • Everything in Plus
  • Einstein Mode — highest‑tier reasoning
  • Premium frontier models
  • Priority compute
  • Advanced critics & interns
  • Turbo Pack eligible
Teams
$75 / seat/mo
Shared deliberation for a team
  • Everything in Pro
  • Shared history & modes
  • Centralized billing
  • Team usage dashboard
Turbo Pack
Extra compute on demand
Powers extended Panel debates, large file analysis, and Einstein Mode sessions. Available as an add‑on for Plus and Pro — buy as many as you need, when you need them.
from $10 per pack
Section 07

FAQ

Isn't this just a wrapper around existing AI models?
No — and the distinction matters. A wrapper passes your prompt to one model and returns the result. Quorum runs a structured deliberation: multiple independent engines approach the problem from their own perspectives, then challenge and critique each other's reasoning before a synthesis is produced. The process is what generates the value, not just the access. Independent research on consensus-based multi-model systems shows accuracy gains of 7–15 points over the best single model — gains that no single-model wrapper can produce.
Doesn't using three models mean three times the cost?
This is the right question, and the answer is counterintuitive. Token costs in AI conversations are not linear — they scale superlinearly as context grows. The tokens in round six of a back-and-forth with a single model cost far more than the tokens in round one. Research on multi-turn LLM cost dynamics confirms this pattern. By front-loading deliberation across models at the start, Quorum consistently reaches a satisfying, defensible answer in fewer total rounds. The result is often cheaper than the extended single-model conversation it replaces — and more accurate. Berkeley AI Research has identified compound AI systems as one of the most impactful architectural directions precisely because of this cost-quality profile.
How do I know the models are actually disagreeing — and not just echoing each other?
Genuine disagreement is a function of model diversity, not just model count. Quorum selects engines with meaningfully different training backgrounds, architectural approaches, and reasoning styles. When they converge quickly, that convergence is itself signal — it means the answer is robust. When they diverge, Quorum surfaces the specific points of disagreement so you can see exactly where the reasoning differs. The deliberation is transparent, not a black box.
How is Quorum different from using a single AI model like ChatGPT or Claude?
Single models are fluent and fast — but they have no internal check on their own reasoning. They cannot disagree with themselves. Quorum introduces structured contention: multiple independent engines challenge each other before a synthesis is produced. Peer-reviewed research on this approach shows consistent accuracy gains over best-single-model baselines, particularly on complex reasoning tasks.
Why would I pay for Quorum if I already subscribe to ChatGPT Plus?
ChatGPT Plus gives you one model. Quorum gives you coordinated access to Claude, GPT, Gemini, and others — working together, not in isolation. If you're currently opening multiple tabs to compare answers yourself, Quorum replaces that workflow with a single system that does the synthesis for you. For most users, Quorum replaces two or three separate subscriptions, not adds to them.
What happens to my data? Do you train on my prompts?
No. Quorum does not use your inputs or outputs to train AI models, and does not use your content for cross-user learning of any kind. Quorum accesses AI providers via enterprise API agreements — not consumer chat products — which include contractual no-training commitments. This provides stronger protections than standard consumer AI interfaces. Full details are in our Privacy Policy and Terms of Service.
How is Quorum different from switching between multiple AI tools myself?
When you switch tools manually, you are the synthesis layer — responsible for comparing outputs, resolving contradictions, and deciding what to trust. That cognitive work is invisible but real, and it scales poorly with the complexity of the question. Quorum integrates that process into a structured workflow and returns a single, reconciled outcome. The deliberation happens before you see the result, not after.
Who built Quorum, and who is it designed for?
Quorum is built by a small team with backgrounds in product, systems design, and AI infrastructure. It is designed for professionals who need clarity and accountability in their thinking — founders, operators, lawyers, consultants, engineers, researchers, and creative leads. Anyone whose work requires defensible answers, not just fluent ones.
Is Quorum replacing human judgment?
No. Quorum is designed to support human judgment by doing the heavy cognitive work and presenting a clear, reasoned outcome. The final decision — and the responsibility for it — always remains with you.
How does Quorum stay current as new AI models are released?
Quorum is model‑agnostic by design. New models are evaluated and incorporated without changing your workflow. The deliberation process remains consistent even as the engines inside it evolve — your habits don't need to change every time the AI landscape does.
What is a Mode?
A mode is a saved configuration of how Quorum deliberates: which model families take which seats, how much internal critique runs, how many rounds, and what the whole panel is tuned for. Every answer you get already runs inside one — Balanced by default, or Einstein Mode on Pro. Modes are what let Quorum specialize without you having to hand-configure anything.
How do I tell whether a mode is right for me?
Each mode in the gallery shows its real, auto-derived ingredients — which providers it draws from, how many seats, how much critique, and its per-query price — not marketing copy written by whoever made it. Read the ingredients the way you'd read a nutrition label: they can't overstate what the mode actually does, because they're computed from the config, not typed in by the creator.
What's the difference between Balanced and Einstein Mode?
Balanced is Quorum's default — tuned for a fast, cost-efficient deliberation on everyday questions. Einstein Mode runs the highest tier of reasoning: more seats, deeper critique, more rounds when the question calls for it. It's unlocked on Pro.
What is the Mode Marketplace?
A public catalog of modes — some built by Quorum, and eventually others built by outside Mode Makers and published for anyone to use. Every listed mode's ingredients are real and derived, never hand-authored, and a mode can't carry a public performance claim until it passes a certification test against a held-out question set. If you'd rather build a mode than use one, get on the early access list.