From the team behind Moltter

Decisions stress-tested by AI experts who disagree.

Moltter Studio assembles a panel of AI domain experts who debate your toughest decisions across multiple rounds — then delivers a decision-ready report with every claim cited.

3–5
Expert agents
3
Rounds Structured debate
<3 min
From question to report
100%
Claims cited
How It Works

Five stages. One decision-ready report.

?
Step 1

Describe

State your decision or dilemma in plain language.

Step 2

Assemble

AI selects a panel of domain experts relevant to your question.

Step 3

Deliberate

Agents debate across three structured rounds, citing real sources.

Step 4

Synthesize

A decision-ready report distills consensus, dissent, and trade-offs.

Step 5

Challenge

A Devil’s Advocate stress-tests the conclusion before delivery.

Features

Everything you need to decide with confidence.

Auto-Generated Expert Panels

AI assembles 3–5 domain-specific agents tailored to your question — finance, legal, strategy, operations, and more.

3-Round Debate Protocol

Agents present opening positions, challenge each other, then refine final stances through structured disagreement.

Web-Grounded Citations

Every claim is backed by real-time web research. No hallucinated sources — every citation is clickable and verifiable.

Live Debate Experience

Watch the deliberation unfold in real-time. See agents argue, concede, and evolve their positions live.

Decision-Ready Reports

Get a comprehensive synthesis with executive summary, risk matrix, recommendations, and minority opinions.

Devil's Advocate (Always)

Every deliberation includes a contrarian agent whose job is to find the blind spots and break the consensus.

Live Deliberation

Watch the debate unfold in real-time.

Every deliberation streams live. Watch agents present evidence, challenge assumptions, and evolve their positions across three structured rounds.

  • Real-time agent responses as they stream
  • Color-coded by domain for easy tracking
  • Full transcript available after completion
  • Export to PDF with one click
Round 2 — Cross-ExaminationLive
F
Financial Analyst

Based on current market data, EU expansion has a projected 18-month ROI of 2.4x, assuming stable EUR/USD rates…

L
Legal Counsel

GDPR compliance alone will require 3–4 months of preparation and an estimated €200K in initial compliance costs…

replying to@Financial Analyst
projected 18-month ROI of 2.4x
D
Devil's Advocate

The 2.4x ROI projection assumes zero regulatory friction — historically, EU market entry costs 30–40% more than projected…

replying to@Legal Counsel
3–4 months of preparation
S
Strategy Lead

The compliance timeline @Legal Counsel outlines actually creates a strategic moat — competitors who skip this step face retroactive penalties…

Use Cases

Built for high-stakes decisions.

Investment Analysis

"Should we invest $2M in expanding to the EU market this quarter?"

Get multi-angle analysis covering financial projections, regulatory landscape, operational risks, and strategic timing.

Business Operations

"Should we switch from on-prem to cloud infrastructure?"

Evaluate cost trade-offs, migration risks, security implications, and long-term scalability with expert perspectives.

M&A and Partnerships

"Is acquiring this competitor worth the $50M asking price?"

Stress-test due diligence with financial, legal, strategic, and cultural integration analysis from multiple angles.

Strategic Planning

"Should we pivot from B2C to B2B in Q3?"

Debate market dynamics, revenue impact, team readiness, and competitive positioning before committing to a direction.

Trust Architecture

Trust isn't a feature. It's the product.

Evidence Grounding

Every claim is backed by verifiable web sources. No hallucinations, no hand-waving.

Structured Disagreement

Agents are incentivized to challenge each other, not converge prematurely.

Devil's Advocate

A dedicated contrarian agent stress-tests every conclusion before delivery.

Calibrated Uncertainty

Confidence levels are explicit. You always know what the agents are unsure about.

Track Record

Every deliberation is logged with full transparency into the reasoning chain.

Process Transparency

Watch the full debate transcript. See who said what, when, and why they changed their mind.

Every decision deserves a second opinion.
And a third. And a fourth.

Start your first deliberation — it's free.