Knowledge Hub · Our Methodology

Rigorous Methodology.
Smart Execution.

Every AI Avatar in Orgvatar operates within a validated, academically grounded framework — the same frameworks used by McKinsey, Deloitte, and the world's leading consulting firms, operationalised into an AI-native consultation process that any founder can access in minutes.

"This is not generic AI advice. Each Avatar's recommendations are grounded in decades of management science research, adapted specifically for early-stage startups."

#Department
1Human Resources
2Finance
3Marketing
4Technology
5Legal & Compliance
6Operations
7Strategy & Growth

Click any row to jump to that department's framework

Department Frameworks

Human Resources Department

The V-Org Design Framework

Ava's HR framework synthesises four pillars of management science into a seven-dimension assessment that diagnoses a startup's true workforce needs — before recommending a single Avatar.

Avatar Roles in This Department

V-Avatar Role
Chief People Officer

Strategic workforce design, culture architecture, V-Org Blueprint generation

V-Avatar Role
HR Business Partner

Role scoping, performance frameworks, founder coaching

V-Avatar Role
Talent Acquisition Lead

Hiring strategy, candidate profiling, onboarding design

Academic Foundations

Framework 1
Galbraith's Star Model™

Jay Galbraith, USC Marshall School of Business, 1973 (updated 2002)

Core Contribution

The gold standard for organisational design. Holds that sustainable performance requires alignment across five dimensions: Strategy, Structure, Processes, Rewards, and People. Misalignment between any two creates dysfunction.

How Orgvatar Applies It

Ava never configures a team based on budget alone. A B2B SaaS startup requires a fundamentally different structure than a D2C consumer model — even at the same funding stage.

Framework 2
McKinsey 7-S Framework

Tom Peters & Robert Waterman, McKinsey & Company, 1980

Core Contribution

Identifies seven factors — Strategy, Structure, Systems, Shared Values, Skills, Style, and Staff — that must align for an organisation to perform. Distinguishes 'hard' tangible elements from 'soft' cultural ones.

How Orgvatar Applies It

Ava assesses not just what roles a startup needs, but what operating culture those roles must embody to succeed in the founder's specific market.

Framework 3
Ulrich HR Business Partner Model

Dave Ulrich, University of Michigan Ross School of Business, 1997

Core Contribution

Redefined HR as a Strategic Partner, Administrative Expert, Change Agent, and Employee Champion — simultaneously. HR must align people strategy with business strategy.

How Orgvatar Applies It

Ava's role extends beyond 'hiring' — she is a strategic partner who understands the founder's business model before recommending any Avatar configuration.

Framework 4
McKinsey Organisational Health Index (OHI)

McKinsey & Company, 2003

Core Contribution

Measures nine dimensions of organisational health that predict long-term performance. Research across 1,500+ organisations found top-quartile health companies deliver 60% higher shareholder returns.

How Orgvatar Applies It

Ava identifies which health dimensions a startup is most at risk of neglecting given its stage, industry, and team composition.

Analysis Dimensions

Dimension
Strategic Direction
Organisational Priorities
Critical Challenges
Team Capability Gaps
Operating Culture
Resource Constraints
Quick Win Opportunity
Credibility Statement

The V-Org Design Framework is built on over 50 years of cumulative management science research. The four source frameworks have been applied across thousands of organisations globally — from Fortune 500 corporations to early-stage startups. Orgvatar operationalises these frameworks within an AI-native consultation process that makes enterprise-grade organisational design accessible to every founder.

Orgvatar Design Principle
"Our methodology is rigorous and sound,
yet the execution is smart and simple."

When a founder works with Ava, they are not receiving generic AI advice. They are receiving a structured organisational diagnosis grounded in the same intellectual frameworks used by McKinsey, Deloitte, and the world's leading consulting firms — delivered in a 10-minute conversation, at a fraction of the cost.