Operating model / Global collective

An organization engineered for research-driven execution

Localized market expertise, consistently backed by central design intelligence. Our human-AI hierarchy is built for rapid synthesis and mathematical precision.

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Organizational architecture

Layer 01

Global Governing Council

Oversees evaluation templates, industry future-gazing, CXO roundtables and global turnkey consulting mandates.

Layer 02

Central Core & India Backoffice

Primary engine for data processing, benchmarking and maintenance of the Design Maturity Indices.

Layer 03

Regional Bases

Direct operations across India, Singapore and the USA; strategic partnerships with established design brands (Futuring-GDC, FROG-GDC).

Layer 04

Professional Hierarchy

Senior Practice Partner-Directors own verticals; Partners and Designer-Analysts lead consulting and develop proprietary IP.

Layer 05

AI Design Agents

Specialized bots embedded in the audit workflow for rapid data synthesis and cross-vertical pattern detection.

Layer 06

Central Design Intelligence Unit

Dedicated unit managing the global design benchmarks database and index governance.

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Four pillars of measurable design value

Every engagement resolves to a defined outcome, not a deliverable.

01

Design Audit & Benchmarking

Org-wide maturity assessments; UX, AI, service and accessibility audits; executive scorecards.

Outcome
Clear design gaps, risks, and a prioritized growth roadmap.

02

Design Research & Intelligence

Sector-specific reports, trend studies, and white-labeled research for global entities.

Outcome
Strategic insight and data, eliminating subjective opinion.

03

Design Transformation Programs

Org governance restructuring, design systems, leadership capability building, AI workflow integration.

Outcome
Design permanently embedded as a core business capability.

04

Ongoing Design Governance

Quarterly audits, design councils, review boards, and continuous benchmarking retainers.

Outcome
Sustained, measurable design excellence.

AI Design Agents

@ GDC, we blend human creativity and judgment with AI and agentic capabilities, bringing future knowledge, emerging design dimensions, and evolving review/audit models into every design vertical. AI helps us explore, analyze, challenge, review, and audit — while humans remain in the loop to guide, decide, and create. So every design is evaluated not just on subjective dimensions like appeal, feel and aesthetics, but also for customer recall, business returns, usability, accessibility, compliance, and the dimensions that matter tomorrow.

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Proprietary assets creating a long-term moat

Over time, GDC's value transitions from expert services to exclusive global data.

Global Design Benchmarks Database

The world's largest repository of organizational design performance data.

Design Maturity Indices

The definitive industry standard for scoring capability.

Proprietary Audit Frameworks

Standardized evaluation templates that cannot be replicated by traditional agencies.

AI-Assisted Design Intelligence

Continuous learning systems auto-generating insight across thousands of global audits.

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Value unlocked across the global innovation ecosystem

Enterprises & Global Companies

Standardized governance, maturity indexing and clear ROI on experience investment across global teams.

Governments & Public Institutions

Auditable, accessible, citizen-centric service design frameworks at national scale.

Universities & Education

Curriculum alignment with certified, industry-standard design capability metrics.

VCs, Accelerators & Innovation Hubs

White-labeled research and due-diligence design audits to de-risk portfolio investments.

Vertical equity, country partnerships, or a foundational audit — co-build the standard.

Contact Council Leadership