Your AI-powered strategy consulting team.
Porter's Five Forces · SWOT · Scenario Planning · Safe Debate
STRATEGIST delivers a full McKinsey-style strategic analysis — industry dynamics, competitive intelligence, SWOT with cross-impact strategies, scored options, scenario stress-tests, and a boardroom-ready recommendation refined through a rigorous Trust/Skeptic/Leader debate protocol.
No credit card · 3 free sessions · Results in minutes
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Watch a full STRATEGIST session — from strategic question to boardroom-ready recommendation
Not a vague opinion. A structured strategic recommendation.
Every claim backed by data. Every option scored on 5 dimensions. Every recommendation stress-tested against 3 future scenarios and challenged by a dedicated devil's advocate.
Full Porter's Five Forces
All 5 competitive forces individually scored with evidence, key factors, and strategic implications. Industry attractiveness assessed quantitatively — not just 'the market looks good.'
SWOT with Cross-Impact
Not just a 4-quadrant list. SO, WO, ST, WT strategies turn your SWOT into a menu of strategic moves — each one synthesized from internal capabilities and external forces.
Scored Strategic Options
3-5 distinct options each scored on attractiveness, feasibility, risk, time-to-impact, and resource requirements. Composite scores produce a clear PURSUE / CONSIDER / MONITOR / REJECT rating.
Scenario Stress-Tests
Optimistic, base, and pessimistic scenarios — each with probability, assumptions, and implications. Your top options stress-tested: which strategies survive all futures?
Debate-Refined Recommendation
A Trust Agent strengthens the evidence, a Skeptic Agent challenges every assumption, and a Leader Agent synthesizes both. You get a recommendation that's been stress-tested from every angle.
Implementation Roadmap
Phased execution plan with milestones, decision triggers for accelerate/pivot/pause, and risk mitigation actions. Not just "what" but "how" and "when."
How STRATEGIST works
Eight structured phases from your strategic question to a boardroom-ready recommendation — refined through a rigorous debate protocol proven to improve quality by 20%.
Situation Assessment
Frame the decision, identify stakeholders & constraints
Industry Analysis
Porter's Five Forces — score all 5 competitive dynamics
Competitive Landscape
Map players, positioning & likely competitive responses
SWOT Synthesis
Cross-impact (TOWS) strategies from internal + external factors
Strategic Options
Generate & score 3-5 distinct alternatives on 5 dimensions
Scenario Planning
Stress-test options against optimistic, base & pessimistic futures
Executive Report
Compile recommendation with implementation roadmap
Safe Debate
Trust strengthens → Skeptic challenges → Leader synthesizes
Phase 8: Safe Debate Protocol (FinDebate)
🛡️ Trust Agent
Strengthens the evidence, fills logic gaps, enhances the case FOR the recommendation
⚡ Skeptic Agent
Identifies blind spots, challenges assumptions, adds risk mitigation for every weakness
👔 Leader Agent
Weighs both sides, synthesizes into a balanced, boardroom-ready final recommendation
Single-round debate prevents thematic drift · Proven 20.4% quality improvement (FinDebate, FinNLP@EMNLP 2025)
Research Foundation
STRATEGIST's architecture is informed by five peer-reviewed papers:
- FinDebate (FinNLP@EMNLP 2025) — Safe debate protocol with Trust/Skeptic/Leader agents producing 20.4% quality improvement over single-agent baselines.
- P1GPT — Structured reasoning workflows outperform agent role imitation. Each phase uses a specific analytical framework, not generic “consultant” prompting.
- STRIDE — Tool-assisted strategic decision-making. All frameworks (Porter's, SWOT, scoring) are computed by structured tools, not free-text LLM reasoning.
- Diversity Collapse (ACL 2026) — Dense communication between agents causes premature convergence. Analysis phases run independently to preserve diverse perspectives.
- QRAFTI — Chained tool calls with reflection produce better strategic reasoning than dynamic code generation alone.
Strategic decisions STRATEGIST can analyze
From market entry to M&A, from competitive response to portfolio strategy — each example shows exactly what STRATEGIST produces and what makes the output actionable.
"Should our B2B SaaS company expand into the European market?"
Key Findings:
- Porter's analysis reveals 7.2/10 industry attractiveness with fragmented mid-market competition
- SWOT identifies GDPR compliance as both a weakness AND an opportunity (partnership pivot)
- 4 options scored: Partnership-led DACH entry wins at 7.8/10 — low risk, moderate resources
- Scenario stress-test confirms strategy survives recession (pause via partner) and acceleration (subsidiary conversion)
Verdict: PURSUE — partnership-led DACH entry with Q1 partner selection
"How should we respond to a new competitor offering 50% lower prices?"
Key Findings:
- Porter's shows buyer power at 8/10 in price-sensitive segments — but 4/10 in enterprise
- Competitive map reveals the disruptor targets SMB only; enterprise segment is defensible
- 5 options: Premium repositioning scores 7.5/10 vs price matching at 3.2/10 (margin destruction)
- Skeptic Agent flagged: "If they move upmarket in 18 months, premium positioning alone insufficient" — hedged with innovation speed requirement
Verdict: PURSUE — premium repositioning + accelerated enterprise features
"Should we acquire Company X or build the AI capability internally?"
Key Findings:
- Industry analysis: AI tooling market at 23% CAGR with intense rivalry (8/10) — speed matters
- SWOT: Strength in customer base, Weakness in AI talent — acquisition fills the gap 18 months faster
- Acquisition scores 7.2/10 (higher risk, faster impact) vs Build at 6.1/10 (lower risk, 24+ month delay)
- Pessimistic scenario: Acquisition integration fails → mitigated by earnout structure + parallel small build team
Verdict: PURSUE — acquire with earnout + hedged build team
"Should we pivot from enterprise to SMB or double down on enterprise?"
Key Findings:
- Porter's: Enterprise has lower buyer power (6/10) and higher barriers — favors incumbents
- Market research: SMB TAM is 3x larger but CAC:LTV ratio is 2.5x worse than enterprise
- SWOT cross-impact: Enterprise strengths (brand, integrations) are non-transferable to SMB
- Scenario analysis: SMB pivot fails in recession (first budget cut) but enterprise contracts are sticky
Verdict: REJECT SMB pivot — PURSUE enterprise deepening with vertical expansion
"Is now the right time to raise Series B given market conditions?"
Key Findings:
- Industry analysis: VC funding down 34% YoY but B2B SaaS multiples recovering to 8-12x ARR
- Competitive landscape: 2 comparable companies raised in Q1 at premium valuations — market signal positive
- Scenario: Optimistic (rate cuts) → raise at premium. Pessimistic (rates hold) → extend runway, raise in 9 months
- Trust Agent: ARR growth at 120% + 85% NRR makes compelling case NOW. Skeptic: Dilution at current multiple is 8% more than 6 months ago
Verdict: CONSIDER — raise if terms meet 10x ARR floor, otherwise defer 6 months
"Should we rebuild our platform on a new tech stack or incrementally migrate?"
Key Findings:
- Industry: Migration trend is toward incremental (strangler fig pattern) — 67% of comparable companies chose this
- SWOT: Technical debt is weakness, but full rewrite introduces 12-18 month feature freeze — competitive risk
- Options: Strangler pattern scores 7.4/10 (low risk, moderate speed) vs Full rewrite at 5.1/10 (high risk, blocked roadmap)
- Scenario: If competitor ships key feature during our feature freeze → permanent market share loss
Verdict: PURSUE — strangler fig migration over 18 months, no feature freeze
This is what STRATEGIST delivers
A comprehensive strategic recommendation report — from Porter's analysis through debate-refined verdict, with every claim traced and every option scored.
Topic: “Should our B2B SaaS company expand into the European market?”
Executive Summary
European B2B SaaS market growing at 14.2% CAGR presents a significant expansion opportunity. Our analysis across industry dynamics, competitive positioning, and scenario testing recommends a phased partnership-led entry strategy starting with DACH region, scoring 7.8/10 on our strategic fitness assessment...
Porter's Five Forces — Industry Attractiveness: 7.2/10
Rivalry: 6/10 (fragmented mid-market) · New Entrants: 5/10 (moderate barriers) · Substitutes: 4/10 (high switching costs) · Buyer Power: 7/10 (procurement-driven) · Supplier Power: 3/10 (cloud commoditized). Overall: Attractive — moderate rivalry with defensible positioning possible.
SWOT Cross-Impact (Top Strategies)
SO: Leverage US product maturity + EU digital transformation wave → fast time-to-value positioning. WO: Address GDPR gap via EU data residency partnership → turns weakness into trust differentiator. ST: Use brand recognition to counter local incumbents → premium positioning defense...
Top Strategic Option — Partnership-Led DACH Entry
Attractiveness: 8/10 · Feasibility: 7/10 · Risk: 4/10 · Time to Impact: 6/10 · Resources: 5/10. Composite: 7.8/10 → PURSUE. Partner with established DACH system integrator for distribution, localize product for German compliance requirements, hire 3-person EU team...
Scenario Stress-Test
Optimistic (35%): EU AI Act accelerates demand → accelerate to full subsidiary. Base (50%): Steady growth → maintain partnership model, expand to Nordics in year 2. Pessimistic (15%): Economic downturn → pause expansion, leverage partnership to maintain presence at minimal cost...
Leader Agent — Final Balanced Recommendation
DECISION: Proceed with partnership-led DACH entry. Confidence: HIGH. The Trust Agent confirmed strong market fundamentals and partner availability. The Skeptic Agent rightly flagged regulatory complexity and currency risk — mitigated by local partner and EUR-denominated contracts. Implementation: Phase 1 (Q1-Q2): Partner selection and product localization...
STRATEGIST vs. Business Agent
Both serve the strategic domain, but for very different purposes. Pick the right tool for your question.
Use STRATEGIST when...
- You have a specific decision to make and need rigorous analysis
- Your audience is C-suite, board, or senior leadership
- You need frameworks (Porter's, SWOT, scenarios) not brainstorming
- The question starts with "Should we..."
- You need a recommendation report, not a list of ideas
Use Business Agent when...
- You want to brainstorm new business ideas from scratch
- Your audience is founders, entrepreneurs, or product teams
- You want 5 diverse business personas debating creatively
- The question starts with "What could we build..."
- You want Business Model Canvases, not strategic reports
For anyone facing a strategic decision
Whether you are running a startup, leading a corporate team, advising clients, or studying strategy — STRATEGIST gives you the analytical depth of a consulting engagement in minutes.
CEOs & Founders
C-Suite, Managing Directors, Founders
You make high-stakes decisions with incomplete information. STRATEGIST gives you structured analysis — Porter's Forces, scored options, scenario stress-tests — so you decide with frameworks, not gut feel.
Analyze your next big decisionStrategy & Consulting Teams
Strategy Directors, Management Consultants, Analysts
Start your engagement with an AI-generated first draft. STRATEGIST produces the analytical scaffolding — SWOT, competitive map, scenario matrix — that your team refines with proprietary insights.
Generate a strategy first draftProduct & Growth Leaders
VPs of Product, Growth Leads, Product Managers
Feature bets, market expansion, pricing changes — every product decision is a strategic one. Get Porter's analysis, competitive positioning, and scenario planning before committing resources.
Score your next product betInvestors & VCs
VCs, PE Associates, Angel Investors
Due diligence starts with industry structure. STRATEGIST maps competitive dynamics, market attractiveness, and scenario risks for any investment thesis — in minutes, not weeks.
Run strategic due diligenceCorporate Development
Corp Dev, M&A Teams, Integration Leads
Build vs. buy? Acquire or partner? STRATEGIST scores each option on 5 dimensions, stress-tests against scenarios, and debates the recommendation — the analytical backbone for your board memo.
Analyze a build-vs-buy decisionMBA Students & Academics
MBA Students, Strategy Professors, Researchers
Practice strategic analysis on real companies with structured frameworks. STRATEGIST applies Porter's, SWOT, and scenario planning the way McKinsey does — a learning lab for strategic thinking.
Run a practice case analysisNo credit card · 3 free sessions · Results in minutes
Strategic decisions deserve strategic analysis.
Stop deciding on gut feel.
Start deciding with frameworks.
Porter's Five Forces. SWOT with cross-impact strategies. Scenario stress-tests. A Trust/Skeptic/Leader debate. All in minutes.
First session free · No credit card · Results in minutes