Choose Your Meeting Type

MPPG (Multi-Persona Parallel Generator) runs parallel Claude API calls for each selected advisor. Each advisor brings their full 61 attributes with semantic diversity analysis, groupthink detection, and minority amplification.

How MPPG Works — 6-Phase Pipeline

INITIALIZE

Load team, select personas by capability alignment

~7s

RESEARCH

Perplexity or Deep Research if enabled

0-10 min

CONSULT

Parallel Claude API calls — 1 per advisor

~2s

SYNTHESIZE

Wait for all responses, diversity & groupthink analysis

~10 min

FORMAT

Render deliverable with mode-specific template

~6s

DELIVER

Stream final report + metrics to browser

~2s

Quick

Rapid insights from top 4 critical lead personas dynamically selected by capability alignment

5-7 min

Response Time

~95K

Tokens Est.

Advisors

LLM Calls

Parallel Claude API calls per persona
Diversity analysis & synthesis
Groupthink detection
Key risks highlighted
Data validation tags

Best For

Simple questions, fact-checking, time-sensitive requests, initial exploration before deeper analysis

~$3.50-4.50 per query

Recommended

Standard

Working-level analysis from top 8 personas: Quick critical leads plus next most aligned experts by capability matching

8-12 min

Response Time

~190K

Tokens Est.

Advisors

LLM Calls

Parallel Claude API calls per persona
Strategic frameworks as appropriate
Diversity analysis + minority amplification
Risk assessment + groupthink detection
Key recommendations
Data validation tags

Best For

Standard business questions, team discussions, client deliverables, routine strategic analysis

~$7.00-8.50 per query

Executive

Board-ready analysis from top 12 personas with expanded team coverage based on capability alignment

10-14 min

Response Time

~280K

Tokens Est.

Advisors

LLM Calls

Board-ready analysis
2-round deliberation (Opus R1 + Sonnet R2)
Explicit synergy collaboration
Financial modeling + 5-year model
Full roadmap + RACI
15 risks + Red Team + stakeholder analysis
128K synthesis tokens
Auto-exports to HTML

Best For

Board-level decisions, major capital investments, corporate restructuring, strategic pivots, regulatory submissions

~$10.00-13.00 per query

Full Transformation

Full advisory team (all 16 personas) for enterprise-scale analysis with maximum perspective diversity. 18-36 month horizons

12-18 min

Response Time

~375K

Tokens Est.

All 16

Advisors

LLM Calls

Enterprise-scale parallel analysis
2-round deliberation (Opus R1 + Sonnet R2)
Full explicit synergy collaboration
5-year model + scenario analysis
18-36 month roadmap + governance
20+ risks + full change management
128K synthesis tokens
A-J complete appendices
Auto-exports to HTML

Best For

Enterprise-wide transformations, digital transformation programs, major M&A integrations, organizational restructuring, multi-year strategic initiatives

~$14.00-18.00 per query

Research Enhancements

Add real-time research to any mode. Research results are analyzed by the full advisory team.

No Research

DEFAULT

Analysis uses advisor expertise and training data only. No additional API costs.

+$0.00 | +0 min

Perplexity Research

REAL-TIME WEB

Perplexity API fetches current market data, news, and facts (3-5 sources). Advisors analyze research alongside your question.

+~$0.01 | +0-2 min

Google Deep Research

COMPREHENSIVE

Multi-source research report from 100+ sources. Complete market intelligence that advisors then analyze for strategic insights.

+~$3.00 | +5-10 min

Which Mode Should I Choose?

Quick

"I need a fast answer to make a decision in the next hour"

Standard

"I'm preparing for a team meeting or project kickoff"

Executive

"I'm presenting to leadership or the board this week"

Full Transformation

"We're planning a major initiative that will span multiple quarters"

Reporting Modes: Business vs Technical

Select reporting mode using the Business/Technical toggle in the UI

Business Mode

Default

• McKinsey-style strategic analysis
• Uses BUSINESS_REPORTING_REFERENCE_TEMPLATES
• Porter's Five Forces, BCG Matrix, McKinsey 7S, NPV/DCF

Technical Mode

Engineering & Architecture

• Gartner/Forrester-quality technical documentation
• Uses TECHNICAL_REPORTING_REFERENCE_TEMPLATES
• C4 Model, STRIDE, OWASP Top 10, 12-Factor App

LLM Models, Tokens & Cost Breakdown

Per-model pricing and token allocation across the MPPG pipeline

Claude Opus 4.6

ROUND 1 PERSONAS + SYNTHESIS

Input: $15.00 / 1M tokens

Output: $75.00 / 1M tokens

Persona max: 16K tokens | Synthesis: 16K-128K

Claude Sonnet 4.6

ROUND 2 DELIBERATION

Input: $3.00 / 1M tokens

Output: $15.00 / 1M tokens

Executive & Full only | max: 8,192 tokens per persona

Claude Haiku 4.5

INTERPRETATION

Input: $0.25 / 1M tokens

Output: $1.25 / 1M tokens

Query classification & user intent (1 call per query)

Mode	R1 Opus	R2 Sonnet	Synthesis	Interpret	Total Calls	Est. Tokens	Est. Cost
Quick	4	—	1 (16K)	1	6	~95K	$3.50-4.50
Standard	8	—	1 (60K)	1	10	~190K	$7.00-8.50
Executive	12	12	1 (128K)	1	26	~280K	$10.00-13.00
Full	16	16	1 (128K)	1	34	~375K	$14.00-18.00

Innovation Mode adds ~$0.50-1.00 per query (longer prompts). Research adds: Perplexity ~$0.01, Google Deep Research ~$3.00. Costs are estimates based on typical query complexity.

Meeting Controls Reference

All toggles, buttons, and options available in the Meeting Type area

General Research

Enables Perplexity-powered real-time web research. When checked, your query is first sent to Perplexity for current market data, news, and facts, then the full advisory team analyzes the research results alongside your question.

Deep Research

Google Deep Research: Comprehensive 100+ source analysis (~$3, 7-10 min). Generates a multi-source research report that the full advisory team then analyzes for strategic insights.

External

Paste research from external sources (Google Deep Research, Gemini, other tools) directly into a text area. The advisory team will analyze this external research as additional context for your query.

Create Image

Generate AI images using Gemini. Opens a panel where you can describe the image you want and generate visuals for presentations and reports.

Show Advisor Perspectives

Controls whether individual advisor perspectives appear in both message output AND all reports (HTML, DOCX, PDF, PPTX, XLSX, JSON, MD). When checked: full untruncated analysis per advisor, collaboration dynamics, team composition tables, and deliberation details are included. When unchecked: clean executive deliverable — persona mechanics are applied internally but not shown in output or reports.

Meeting Memory

Remembers conversation history within this specific meeting. When enabled, past conversations from the current meeting are used as context for new queries. Memory is NOT shared across different meetings.

Innovation

When checked, overrides the standard McKinsey/Gartner output templates with 5 innovation frameworks: Design Thinking (Stanford d.school — Empathize, Define, Ideate, Prototype, Test), Business Model Canvas (Osterwalder — 8 building blocks), Lean Startup (Eric Ries — Build, Measure, Learn), Agile (Sprint Planning, Backlog, Retrospective), and Six Thinking Hats (de Bono — White, Red, Black, Yellow, Green, Blue). Output is restructured as: User Empathy Summary → Value Proposition & Business Model → MVP Definition & Validation Plan → Sprint/Iteration Roadmap → Six-Hat Analysis Summary → Synthesis & Integrated Action Plan. Innovation frameworks are injected into both persona prompts and synthesis, and the full innovation output is preserved in all report formats. Works with all meeting types. Adds ~$0.50-1.00 per query due to longer prompts.

Suggestions

Shows AI-generated prompt suggestions based on your loaded team's capabilities and the current conversation context. Helps you ask more effective questions.

Business / Technical

Reporting mode toggle. Business mode uses McKinsey-style strategic analysis (Porter's Five Forces, BCG Matrix, NPV/DCF). Technical mode uses Gartner/Forrester-style documentation (C4 Model, STRIDE, 12-Factor App).

Quick Save / Export

Quick Save exports in your preferred format with one click. Export dropdown provides all format options: Summary Report, Full Report, Word, HTML, Markdown, PowerPoint, PDF, Excel, and JSON.

Detailed Feature Comparison

Feature	Quick	Standard	Executive	Transformation
AI Advisors Selected	4	8	12	All 16
LLM Calls (Total)	6	10	26	34
Deliberation (Round 2)	—	—	Yes (2 Rounds)	Yes (2 Rounds)
R1 Model / R2 Model	Opus 4.6	Opus 4.6	Opus / Sonnet	Opus / Sonnet
Synthesis max_tokens	16,000	60,000	128,000	128,000
Innovation Mode
Attributes per Advisor	61	61	61	61
Collaboration Mode	Implicit	Implicit	Explicit Synergy	Explicit Synergy
Tokens Est.	~95K	~190K	~280K	~375K
Estimated Cost	~$3.50-4.50	~$7.00-8.50	~$10.00-13.00	~$14.00-18.00
Diversity Analysis
Groupthink Detection
Minority Amplification
Response Structure	AI-Determined	AI-Determined	AI-Determined	AI-Determined
Executive Summary	Condensed	SCR Format	Full + Quantified	Complete + Metrics
Strategic Frameworks	—	2 Frameworks	All Relevant	All + Technical
Financial Model	—	Summary	5-Year Model	5-Year + Scenarios
Implementation Plan	—	Key Milestones	Full Roadmap + RACI	18-36 Month Plan
Risk Assessment	3 Risks	10 Risks	15 + Red Team	20+ Full Register
Technical Architecture	—	—	Optional	Full Specs
Stakeholder Analysis	—	—	Grid Analysis	Full Change Mgmt
Visual Content	20%	40%	60%	70%
Auto Export	—	—	HTML	HTML
Appendices	—	A-C	A-F	A-J (Complete)

All 10 test combinations verified passing (March 7, 2026) | v8.33.0 Data Integrity Release

Each advisor gets its own dedicated Claude call. Features include Surowiecki-based diversity measurement, Janis-based groupthink detection (>85% alert), and Nemeth-based minority amplification for maximum perspective diversity. v8.33.0: Full persona analysis in reports (no truncation), Show Advisor Perspectives controls both output & all report formats, Innovation mode output preserved in all exports, persona role-only IP protection. Metrics based on production testing with 16-persona Customer Experience team.

Account Settings

Organization

Subscription Tier

Free

Member Since

Preferences

Default AI Model

Timezone

Sign Out

Sign out of your AI Advisor Lab account

Change Password

Two-Factor Authentication (MFA)

Authenticator App

Not configured

Enter this secret in your authenticator app:

Verification Code

Usage Statistics

Lifetime Reports

Projects

Teams Engaged

Conversations

Tokens Today

Monthly Report Credits 0 / 5

1 credit = 1 advisory analysis (Meet Now). Report exports are unlimited.

Current Plan Free

API Key Management (BYOK)

Bring your own API keys for full multi-tenancy isolation. Keys are encrypted with AES-256 in AWS Secrets Manager.

API Key Setup & Data Privacy Guide

Data Privacy Disclaimer
When you use your own API keys (BYOK), your queries and data are sent directly to the respective third-party AI provider (Anthropic, Perplexity, or Google) under your API account and are governed by that provider’s terms of service, privacy policy, and data retention settings. You are solely responsible for reviewing, understanding, and configuring the data privacy and data retention settings on each provider’s platform. AI Advisor Lab does not control, and assumes no liability for, how third-party providers collect, store, process, or use data submitted through your API keys. By entering an API key below, you acknowledge that any data privacy selections (or lack thereof) on each provider’s platform are your responsibility alone.

Anthropic (Claude)

API Key Setup

Go to console.anthropic.com
Navigate to API Keys in the left sidebar
Click Create Key and give it a name
Copy the key (starts with sk-ant-...)

Data Privacy Settings

Sign in at console.anthropic.com
Click your organization name (bottom-left) → Settings
Select Privacy (in the left sidebar under your organization settings)
Review and configure your data retention and model training preferences
For the full Anthropic privacy policy and data handling, visit anthropic.com/privacy

Note: Anthropic API usage is governed by Anthropic’s Usage Policy and Commercial Terms. API data is handled separately from consumer Claude products. Review your organization’s settings to understand data retention periods and training opt-out options.

Perplexity

API Key Setup

Go to perplexity.ai/settings/api
Click Generate to create a new API key
Copy the key (starts with pplx-...)

Data Privacy Settings

Sign in at perplexity.ai
Click your profile icon (bottom-left) → Settings
Select the Privacy section
Review your data sharing and AI Data Retention preferences
For the full privacy and security guide, visit docs.perplexity.ai/guides/privacy-security

Note: Perplexity’s Sonar API operates under a zero data retention policy — prompt and response content is not stored or used for model training. Billing metadata (token counts, timestamps) is retained for accounting purposes. Review Perplexity’s current terms at perplexity.ai/hub/trust.

Google / Gemini (Deep Research)

API Key Setup

Go to aistudio.google.com
Click Get API Key in the top navigation
Create or select a Google Cloud project, then generate a key
Copy the key (starts with AIza...)

Data Privacy Settings

Sign in at aistudio.google.com
Click the gear icon or navigate to Settings
Review the Data Logging toggle — this controls whether Google logs your API requests
For billing-enabled projects: prompts and responses are not used for product improvement by default
For free-tier (non-billing) projects: Google may use submitted content for product development — consider enabling billing to opt out
For the full data logging policy, visit ai.google.dev/gemini-api/docs/logs-policy

Important: Google AI Studio’s data handling differs based on whether your project has billing enabled. Free-tier usage may allow Google to use your data for product improvement. If data privacy is critical, enable billing on your Google Cloud project and review logging settings. Default log retention is 55 days.

Liability Notice: AI Advisor Lab provides this guide for informational purposes only. Provider privacy settings, URLs, and policies may change at any time. It is your responsibility to verify current settings directly on each provider’s platform. AI Advisor Lab is not liable for any data exposure, loss, or misuse resulting from your configuration choices or from changes to third-party provider policies. For questions, contact info@aiadvisorlab.ai.

Anthropic

Perplexity

Google

Billing & Subscription

Current Plan Free

$0/month

Report Credits 0 / 5

Your Plan Features

Data Privacy & Security

Data Processing Agreement (DPA)

Not accepted

Cookie Preferences

Manage which cookies are enabled

Email Display

Control how your email appears in the header

Data Export (GDPR Art. 20)

Download a copy of your account data

Danger Zone

Permanently deactivate your account and delete all associated data. This action cannot be undone.

AI Advisor Lab

Welcome to AI Advisor Lab

Choose Your Meeting Type

How MPPG Works — 6-Phase Pipeline

Quick

Standard

Executive

Full Transformation

Research Enhancements

Which Mode Should I Choose?

Reporting Modes: Business vs Technical

LLM Models, Tokens & Cost Breakdown

Meeting Controls Reference

Detailed Feature Comparison

Request a Custom Team

Request Submitted!

No Meetings Yet

Welcome to Conference Room

Account Settings

Preferences

Change Password

Two-Factor Authentication (MFA)

Usage Statistics

API Key Management (BYOK)

Billing & Subscription

Data Privacy & Security

Danger Zone

AWS	Infrastructure, compute, storage, encryption	US-East-1
Anthropic	AI model API (Claude) — conversation content sent for analysis	US
Google	Gemini AI API (when BYOK configured)	US
Perplexity	Web research API (query content only)	US
Stripe	Payment processing (billing data only, when applicable)	US