Aristotle — AI-native growth and pricing advisory

The Old Consulting Model Doesn’t Work For You.
Ours Does.

	Aristotle	No Advisor	Big-3 (MBB)	Boutiques
Partner-Led Process	Ex-MBB partner runs every engagement	Internal team only	Senior partners pitch, juniors deliver	Mixed seniority
AI Advantage	AI agents surface plays at scale	Manual or none	Mostly manual, AI in pilot	Limited or none
Faster to Impact	<1 month to first answer	Stalled, internal cycles drag	4–6 months typical engagement	3–6 months, variable rigor
Capability Embedded	Tooling embedded in your stack	None — knowledge stays tribal	None — deck only, team leaves	Slides + spreadsheets
Incentives Tied to Success	Success-tied + no upfront on scans	N/A	Seven-figure fixed fees	Fixed fees + small success
You Own the Data	Yes — your tenancy, your data	N/A	No — proprietary frameworks	Limited or none

Where Growth Meets AI.

Our platform automates the heavy lifting so our strategy partners focus on positioning, decision-making, and embedding the capability.

Target co. full potential including growth and synergies: $11.7-17.7M in revenues and $4.0-5.9M in gross margin. Value-lever waterfall from 2025 Actual+Forecast ($4.5M revenue, $1.4M GM) through Organic Growth (White spaces $6.6-12.6M, Cross-sell $0.6M) and Synergy Savings (Yards optimization).

White space potential among top 8 marketplace players estimated at $2.6-4.6M. Table compares GTV, SAM equivalent, target co. addressable market share, and white-space potential per key player (Trader Interactive, RB Global, Liquidity, My Little Salesman, MB, Boom & Bucket, Rock Global) with commentary on logistics broker and in-house services.

Target co. can capture up to $0.6M additional revenues from cross-sell opportunities. Stacked bar of cross-sell potential ($601k total: Pre-sale transportation $472k, Make-ready $118k, Inspection $11k) with main opportunities per customer: Bidadoo +$370k in pre-sale transportation, RB Global +$90k in make-ready, Black Star +$100k in pre-sale transportation.

Partner-Led Process

Every engagement is run by a former McKinsey, BCG, or Bain partner — not a junior team.

AI Advantage

Our AI does the manual work — surfacing growth plays and pricing leaks at scale.

Faster to Impact

From kickoff to first quantified answer in under 1 month. Iterate from there.

Capability Embedded

The tooling lives in your stack and you own the data. Your team runs it after we leave.

We Work With Leaders Across Various Sectors

Industrials

Manufacturing, distribution, heavy equipment

Semis & Hardware

Fabless, design, photonics, sensors

Tech & SaaS

Enterprise software, B2B platforms, data infra

Distribution & Wholesale

Multi-channel, specialty, B2B trade

Consumer & Retail

DTC, specialty retail, branded goods

PE & M&A Diligence

Commercial diligence, value creation plans

Case Studies

Growth Strategy

Growth Strategy for $2B+ Industrials Manufacturer

Large Enterprise · Industrials · Corporate Strategy

Problem

New CSO needed to identify right end-markets and products to unlock growth across three non-adjacent business units in a low-growth industry.

Action

Developed customized framework to shortlist 10+ product categories across 30+ end-markets. Created detailed market map yielding 8+ growth plays. Assessed value chain dynamics and conducted M&A scan identifying 80+ targets.

$500M+ growth opportunities identified. 8+ acquisitions completed. $300M+ top-line impact delivered.

Pricing

Pricing System for $700M Fabless Semiconductor

Large Enterprise · Technology · Commercial Ops

Problem

Needed a system of records for pricing with insights to update price-books and quote-level pricing adjustments.

Action

Built customer and product segmentation, identified pricing discrepancies at quote level, developed Price x Volume curves for top SKUs, and designed process flow for pricing refresh.

$4M impact. 40x ROI.

Commercial Due Diligence

CDD: Trucks & Heavy Equipment Resale Market

Large Enterprise · Industrials · Strategy & Development

Problem

PE firm evaluating PortCo tuck-in acquisition of a logistics broker in the truck and construction equipment resale segment.

Action

Mapped competitive landscape and value chain, evaluated TargetCo positioning, built bottom-up TAM/SAM/SOM sizing, and quantified growth opportunities and synergies.

Delivered independent market study. PE green-lighted the acquisition.

Demand Forecasting

Demand Forecasting for $4B Semiconductor Co.

Large Enterprise · Technology · Operations

Problem

Post-COVID supply shocks left the company unable to forecast demand or optimally allocate supply across 6,000+ customer-SKU pairs.

Action

Segmented portfolio at customer x product level, baselined forecasting, built algorithms for underperforming segments, and created revenue optimization model.

$150M unlock. +10% forecast accuracy. $25M inventory reduction.

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Q&A

What is AI-enabled consulting?

A new operating model that combines top-tier strategy partners with AI tools that stay inside your stack — so your team can re-run the analysis, not pay for a refresh.

How is this different from McKinsey, BCG, or Bain?

Same caliber of analysis (our team comes from MBB), but tied to outcome-based fees and a durable AI capability handover, not a deck. We're faster, cheaper, and the capability stays.

What's the engagement model?

Diagnostic Scan (2 weeks, no upfront fee) → Transformation Sprint (8–12 weeks, blended fixed + success fee) → Compound (quarterly iterations on the AI tools).

How do your fees work?

No upfront fees on diagnostic scans. Blended fixed + success fees on transformation engagements. Our incentives are aligned with yours.

Who owns the data and tooling we build together?

You own the data. The tooling — models, dashboards, and playbooks — is embedded in your tenancy, and we hand over keys at the end of the engagement.

Is my data secure?

Yes. SOC 2 Type II controls, with all client data staying in your cloud. We work inside your tenancy — your data never leaves.

AI-native growth and pricing advisory

The Old Consulting Model Doesn’t Work For You.
Ours Does.

Where Growth Meets AI.

Partner-Led Process

AI Advantage

Faster to Impact

Capability Embedded

Decades of expertise backed by
technology that delivers.

We Work With Leaders Across Various Sectors

Industrials

Semis & Hardware

Tech & SaaS

Distribution & Wholesale

Consumer & Retail

PE & M&A Diligence

Case Studies

Growth Strategy for $2B+ Industrials Manufacturer

Pricing System for $700M Fabless Semiconductor

CDD: Trucks & Heavy Equipment Resale Market

Demand Forecasting for $4B Semiconductor Co.

Q&A

Your Next $100M in Growth — Mapped in 30 Days.

AI-native growth and pricing advisory

The Old Consulting Model Doesn’t Work For You.Ours Does.

Where Growth Meets AI.

Partner-Led Process

AI Advantage

Faster to Impact

Capability Embedded

Decades of expertise backed bytechnology that delivers.

We Work With Leaders Across Various Sectors

Industrials

Semis & Hardware

Tech & SaaS

Distribution & Wholesale

Consumer & Retail

PE & M&A Diligence

Case Studies

Growth Strategy for $2B+ Industrials Manufacturer

Pricing System for $700M Fabless Semiconductor

CDD: Trucks & Heavy Equipment Resale Market

Demand Forecasting for $4B Semiconductor Co.

Q&A

Your Next $100M in Growth — Mapped in 30 Days.

The Old Consulting Model Doesn’t Work For You.
Ours Does.

Decades of expertise backed by
technology that delivers.