Engagement Model · 05

AI-First GCC-as-a-Service

Build your AI-grade innovation center in India or Philippines in 16 weeks, not 12 months. Cnetric's GCC-in-a-Box framework delivers a productive, AI-native engineering pod with 55% cost savings and a 2.5× output multiplier.

🏗️

Build (Weeks 1–8)

Legal entity setup · SEZ/PEZA registration · Office infrastructure · Leadership hiring · AI tooling stack (Cursor, GitHub Copilot, Claude Code) · Cnetric manages all setup complexity.

⚙️

Operate (Months 3–18)

Cnetric runs AI-Native engineering, QA, CX and DevOps pods · Full CI/CD automation · Weekly reporting · Transparent KPIs · Every engineer delivers 2.5× traditional output.

🤝

Transfer (Month 18+)

Handover of talent, IP and operations to your team · Knowledge transfer programs · Retained advisory relationship · Option for continued Cnetric partnership.

🌏

India — Engineering Powerhouse

Bengaluru & Chennai — Deep backend integration, AI/ML engineering, composable architecture, legacy-to-cloud migrations. SEZ tax advantages for export-oriented units.

🇵🇭

Philippines — CX & Operations Hub

Manila & Clark — Digital marketing, multilingual CX, creative design and 24/7 global operations. PEZA incentives for IT-BPM. Ideal for CLYKK.ai care operations and Shopify frontend delivery.

Key Metrics

55% average cost savings vs. US/EU onshore hiring
16 weeks from contract to productive pod (vs. 12-month industry standard)
2.5–3× AI productivity multiplier per engineer
A 50-person GCC pod delivers the output equivalent of 80+ traditional team members.

Investment

Monthly managed retainer: $25K–$75K per active GCC center · Engineering pods: $25K–$75K/month · Enterprise GCCs (US/EU): $25K–$75K/month managed retainer.

Tech Startup GCCs

Series A–C startups building AI/ML and full-stack engineering teams in India. 10–20 senior engineers operational in 16 weeks. Accelerated by Cnetric Digital Transformation and Universal Commerce capabilities.

55%
Cost saving vs. US/UK
16wk
To productive pod

Technology Partners & Platforms

CursorGitHub CopilotClaude CodeAnthropic ClaudeOpenAIIBM WatsonX
FAQ

Frequently asked questions

What does Cnetric offer for AI-First GCCs?

Cnetric helps enterprises establish AI-first global capability centers with engineering teams and a build-operate-transfer engagement model.

How is a AI-First GCCs engagement scoped?

The scope starts with your business objectives, existing systems, data and delivery requirements. Cnetric can then propose discovery, implementation or ongoing delivery activities appropriate to the project.

How do I discuss AI-First GCCs with Cnetric?

Email sales@cnetric.com or use the Contact page. Share your business objectives, current systems and intended timeline so the team can discuss a suitable engagement.

Discuss your requirements →