Deliberative AI

Disagree
to decide.

Five independent minds — each with a distinct analytical lens, drawn from the 20+ most powerful AI systems in the world — analyze simultaneously, then debate, challenge, and converge. You see every disagreement. You decide.

vs.
Single AI Automation Deliberation
5
Independent minds
170+
Knowledge sources
100
Domain specialists
8
Deliberation rounds
12
Native MCP tools
17
Knowledge domains
Corum
Synthesis
⚖️
The Architect
🌐
The Strategist
🔬
The Engineer
🛡️
The Counsel
🧭
The Contrarian
Five minds. One verdict.
Drawn from 20+ world-class AI systems
Pricing Strategy Market Entry Architecture Decisions Legal Analysis Medical Diagnosis Investment Thesis Strategic Planning Technical Debt M&A Evaluation Pricing Strategy Market Entry Architecture Decisions Legal Analysis Medical Diagnosis Investment Thesis Strategic Planning Technical Debt M&A Evaluation
Your guide

MyPilot — never in
your way. Always
on your side.

MyPilot is not a product alongside Le Corum. It's the conversational layer that makes Le Corum accessible — your guide through every deliberation, from first question to final verdict. It speaks. Le Corum thinks.

Before
MyPilot frames.

"What's the real decision here?" — MyPilot asks the clarifying questions before anything launches. It identifies what you're actually deciding, not just what you typed.

"Should we expand to the US market?"
Before I launch Le Corum, I want to confirm: is this a timing question, a resource question, or a strategic priority question? The answer changes which minds matter most.
During
MyPilot recommends.

MyPilot will never recommend a 5-credit deliberation if 1.2 credits answer your question. It suggests the mode that fits your need — not the one that maximizes your bill. But if you want The Dream Team, it executes without question.

For this question, The A-Team gives you the right depth — ~3 credits. Express would miss the competitive dynamics. Expert is available if you want full intensity. Your call.
After
MyPilot translates.

When Le Corum delivers its synthesis, MyPilot walks you through it — confidence score, minority positions, conditions that could invalidate the recommendation. Nothing is left unexplained.

Le Corum recommends GO — confidence 8.2/10. One mind held a dissenting position on timing. Read it before you decide. The decision is yours.
The engine

Le Corum.
Five minds.
One verdict.

Le Corum doesn't debate for the sake of debate. It confronts five independent perspectives to converge on one structured verdict. You observe in real time — read-only, unfiltered. The disagreements are the signal. The synthesis is the product.

Five minds — each with a distinct analytical lens, none consulting the others
The Contrarian is programmed to find why you're wrong — by design, not by accident
Anti-convergence active — automatic challenge if consensus exceeds 90%
170+ knowledge sources enriching every deliberation across 12 domains
Delivers GO / PIVOT / STOP — with minority report, confidence score, and falsification conditions
Corum Synthesis output
✓ GO
8.2 / 10
Solid analysis —
verified factual bases
GO Market opportunity — confirmed by 3 independent sources
CAUTION Timing — window may be narrowing
GO Competitive position — 18-month differentiation window
Le Corum is not unanimous
"The timing window is closing faster than the consensus suggests. GO is correct — but only if execution starts within 90 days."
Minority confidence maintained: 7.1/10 · Read before deciding
The Process

Four steps.
One decision.

01
You Challenge

Ask your question to MyPilot. It prepares the ground, clarifies the decision, and recommends the right level of analysis. No form — just a conversation.

02
Le Corum Deliberates

Five minds analyze independently, then confront each other across multiple rounds. They challenge the emerging consensus. You observe in real time.

03
MyPilot Guides You

During deliberation, MyPilot translates what's happening, alerts you on important disagreements, and gives you the floor when it matters.

04
You Decide

Le Corum delivers its recommendation with its confidence level, maintained dissents, and conditions that could invalidate it. The decision remains yours.

The Panel

Five lenses.
Every angle covered.

⚖️
The Architect
Structure & Operations

Benchmarks, financial rigour, process optimization. Never lets emotion obscure the numbers.

🌐
The Strategist
Strategy & Trends

Macro forces, long-context synthesis, competitive positioning. Sees around corners.

🔬
The Engineer
Technical Depth

Math, code accuracy, feasibility. Exposes what sounds good but breaks in practice.

🛡️
The Counsel
Ethics & Risk

Nuanced risk, ethical implications, second-order effects. The voice that says "but what if."

🧭
The Contrarian
Contrarian View

Sovereign perspective, contrarian evidence, blind spots. Challenges what everyone else agrees on.

Verified Sources

170+ sources.
5 layers. One truth.

Before every deliberation, five source layers run in parallel — in under 500ms. Each persona receives only what's relevant to its analytical lens. Every claim is labelled: verified, estimated, or inferred.

170+
Knowledge sources
5
Parallel layers
17
Knowledge domains
<500ms
Full retrieval time
100
Domain specialists
Layer 01
Your deliberation memory
Per-user · semantic
Insights from your past deliberations. Le Corum learns your context over time.
Semantic
Layer 02
Your documents
Per-user · uploaded
PDFs, reports, contracts — chunked and indexed for precision retrieval during deliberation.
Semantic
Layer 03
73 institutional sources
Curated · verified
Official publications from governments, regulatory authorities, and international institutions across the US, EU, UK, and OECD. Vetted by hand — no aggregator noise.
Verified
Layer 04
Live web intelligence
3 search engines · real-time
Live retrieval across three independent search systems — triangulated for credibility before injection.
Live
Layer 05
100 domain specialists
12 domains · live API
Specialist access to legal, medical, scientific, financial, engineering, humanities, and research repositories.
Live
Universal disciplines
⚖️
Legal
6 specialists
International law · Human rights · Case law · Regulatory frameworks
🏛️
Finance
5 specialists
Central banks · IMF · World Bank · Market data · Fiscal policy
🔬
Medical
7 specialists
Clinical trials · Cochrane · PubMed · Evidence-based medicine
⚙️
Engineering
6 specialists
USPTO · EPO · IEEE · NIST · Technical standards
🔭
Research
5 specialists
arXiv · OpenAlex · SemanticScholar · Peer-reviewed
🏺
Humanities
7 specialists
Internet Archive · Digital libraries · Cultural heritage
📡
Live intelligence
10 specialists
Press agencies · Preprint servers · Live RSS feeds
Regulatory & institutional coverage
🌐
International
17 specialists
OECD · WTO · UN agencies · World Bank · IMF · FRED
🇪🇺
European Union
EUR-Lex · ECB · Eurostat
Regulatory · Statistical · Institutional · UK · Germany · Spain
🇫🇷
France
25 specialists
Legifrance · BOFIP · INSEE · URSSAF · Fiscal · Administrative
🇮🇹
Italy
24 specialists
Normattiva · CONSOB · Agenzia Entrate · Regulatory
✓ Verified — institutional source ~ Estimated — reasoned inference ◈ Context — your documents ◆ Analysis — Corum reasoning Every claim labelled. You know what's fact and what's inference.
Native Integration

MyCorum.ai doesn't live
in a tab. It lives where
you already work.

Built as an MCP server, MyCorum.ai plugs natively into any MCP-compatible AI client. No copy-pasting. No context switching. Launch a deliberation, track its rounds, extract the structured action plan — all without leaving your workflow.

MyCorum.ai — AI client · MCP
You Use mycorum to deliberate: should we migrate our API to GraphQL before the Q3 release?
Assistant [calls deliberate · Mode: Challenge · Complexity: HARD]
routing to five-mind panel… estimating 3.5 credits
● The Architect — analyzing migration cost structure
● The Strategist — evaluating ecosystem timing
● The Engineer — reviewing schema complexity
● The Counsel — assessing risk and second-order effects
● The Contrarian — surfacing hidden risks
[critique round · devil's advocate triggered]
✦ Corum Synthesis — Confidence 8.2/10
Recommendation: Defer GraphQL migration to Q4.
Schema complexity + team readiness gap outweigh Q3 timeline benefits. 4 of 5 minds converged on deferral. 1 dissent: The Contrarian flags competitor adoption risk if delayed beyond Q1 2027.
Credits debited: 3.5 · Balance: 46.5
12 MCP Tools — Available in any MCP-compatible AI client
Deliberation
deliberate
Run a full deliberation — polls to completion, returns full Corum Synthesis
check_status
Is the deliberation running, paused for HITL, or complete?
get_result
Retrieve full synthesis as formatted markdown
get_action_plan
Structured output: recommendation · decision matrix · next steps · gaps
list_deliberations
Browse and search your full deliberation history
🧠 Knowledge
search_memories
Semantic search across all your past deliberation insights
search_documents
Semantic search across your uploaded and connected documents
search_trusted_sources
Search curated institutional knowledge base
🎛 Interaction
discover
Pre-deliberation question refinement — free, no credit cost
submit_feedback
Steer a live deliberation mid-stream with additional context
resume_deliberation
Resume a HITL-paused deliberation with your input
check_credits
Check your credit balance and current subscription plan
🔗 Connectors
Google Drive
PullPush Docs · Sheets · PDFs · Synthesis export
GitHub
Pull Repos · Files · READMEs
OneDrive
PullPush Documents · Spreadsheets
Notion
Pull Pages · Databases
Slack
Pull Channel history · Threads
Custom MCP Servers

Connect any MCP-compatible server as a knowledge source — proprietary databases, internal tools, specialized search systems. Browse the public MCP Registry directly from MyCorum.ai.

Four Modes · Two Philosophies · From 0.3 cr per query

The right depth —
or full intensity.
Your decision decides.

Failure mode 01
Context degradation

You never re-enter context the same way twice. Tool 2 is answering a subtly different question than Tool 1 — shaped by the answer you just read. You're comparing apples with informed apples.

Failure mode 02
Recency bias

The answer you read last carries disproportionate weight in your synthesis — regardless of quality. Tab 1 starts to fade as you work through Tabs 3, 4, and 5.

Failure mode 03
Agreement over dissent

When three tools agree, the instinct is to accept the consensus. But three tools trained on overlapping data sharing a blind spot looks exactly like three tools agreeing on the truth.

Failure mode 04
No confidence calibration

You end up as confident as the most confident individual answer — without any mechanism to know if that confidence is warranted. Certainty without calibration is a blind spot.

Promise 01 — Express
You're already using
multiple AI tools.
You're doing the orchestration yourself.

The professional who opens three AI tools before acting has the right instinct. The problem is the execution — three contexts re-entered, three answers compared by hand, one synthesis call made by someone trying to remember what Tab 1 said while reading Tab 3. Express routes your question to the model that benchmarks highest on your specific task type — legal, financial, technical, strategic. Automatically. You see why. You override if you disagree.

Smart Routing · One input. The right mind. Your control.
Promise 02 — Deliberation
Five tabs open is not
an AI strategy.
It's a synthesis problem waiting to exhaust you.

Manual synthesis across multiple tools reintroduces exactly the bias multi-model analysis was supposed to prevent — you weight the answer closest to your existing view, and quietly set aside the one that challenged it. Le Corum replaces five tabs, five context re-entries, and the synthesis judgment call you were making anyway — with a structured protocol: independent analysis, cross-critique, convergence. One output. Calibrated confidence. The minority view preserved.

Multi-Mind Deliberation · Not five answers. One verdict.
Smart Routing
Smart Routing
Mode 01
Express
Smart Routing · Best-fit configuration
Manual override available
from 0.3 cr
per query · ~5 to 30 seconds
  • Benchmarks each model individually per domain — routes to the one that scores highest on your task type
  • No more guessing which tool to open first
  • You always see which model was selected and why
  • One-click override — your preference always wins
Best for
Legal clause check · Financial analysis · Technical review · Code audit · Any single-angle query where you want the strongest mind on the job — not your default
Multi-Model Deliberation
Deliberation
Mode 02
Focus
Targeted panel · First multi-perspective read
from $0.80 cr
per deliberation · ~1–2 min
  • First multi-perspective read
  • Diverge + Synthesize
  • Best for structured comparisons
  • Lightweight, fast verdict
Deliberation
Mode 04
Expert
Five minds · Complete deliberation pipeline
from $3.00 cr
per deliberation · ~8 min
  • Full 5-persona panel
  • Up to 6 adaptive rounds
  • HITL steering mid-deliberation
  • Maximum depth · High-stakes only
"The right depth
for the right
decision."
Every deliberation shows you the estimated credit cost before you start — and adjusts in real time as complexity evolves.
1 credit = $1.00 USD
Used by professionals across
Strategy & Consulting
Legal & Compliance
Finance & Investment
Product & Engineering
Executive Leadership
"The minority report alone changed our decision. We were about to go with a consensus that had a blind spot — Le Corum surfaced it before we committed."
Strategy Director · Professional services
"I was doing the five-tab workflow for two years and didn't realise I was the synthesis bottleneck. MyCorum.ai replaced that in the first week."
Independent consultant · Technology sector
"MyPilot recommended Express for half my questions. That honesty — not pushing me to spend more — is what made me trust the platform."
VP Operations · Scale-up · Series B
Start deliberating

Start deliberating.
Today.

No subscription required to start. Buy credits when you need them. Upgrade when it makes sense.

$20
Starter Credits
~6 Challenge deliberations.
No expiry.
$29/mo
Starter Plan
~10 Challenge deliberations/mo.
Most users run 3–5/week.
$499/mo
Team Plan
Unlimited deliberations.
For teams that decide together.
Get Started
Start with $20 — no subscription required Compare all plans
Credit cost shown before every deliberation — no surprises
Native MCP integration — works with any MCP-compatible AI client
Cancel anytime · Credits never expire
MyPilot always recommends the right mode — never over-charges