AI Centre of Excellence

Why Konverge AI for AI Centre of Excellence?

Traditional AI CoE programs demand $2M-$10M upfront, take 6-12 months to show anything, and give boards no control over spend. Our Path2CoE program is a phase-gated model that delivers a board-ready roadmap in 4-6 weeks, proves ROI through live pilots before committing to scale, and gives leadership a go/no-go decision at every gate. No runaway spend. No 12-month wait for value.

What we can help you with

CoE Operating Model Design

Define the right CoE structure, from centralized, federated, or hub-and-spoke, with clear roles, and ownership between the CoE and business units.

Use Case Pipeline Management

Intake, scoring, and prioritization processes that ensure a healthy pipeline of high-value AI initiatives flows through the CoE continuously.

AI Platform & Toolchain Standardization

Selection and deployment of standardized CoE tools like model development, experiment tracking, and feature stores to reduce cost and fragmentation.

AI Governance Framework

Model risk policies, AI ethics guidelines, and audit mechanisms that are personalized as per your board, regulators, and internal stakeholders.

AI Talent & Capability Framework

Hiring profiles, training curricula, upskilling programs, and career frameworks to build and retain AI expertise inside the organization.

CoE Performance Measurement

KPIs, dashboards, and QBR structures that give leadership real-time visibility into CoE impact improving cost savings, delivery velocity, and AI portfolio health.

Our Path2CoE approach

Phase 1: Discover (4–6 Weeks, Fixed Fee):

Leadership interviews, cross-functional workshops, and use case identification. Full board control before any further commitment.

Phase 2: Pilot (No Upfront Commitment Required)

PoC teams validate the top 2 use cases in 6–8 week sprints. Each PoC has a business value hypothesis, defined exit criteria, and a data-driven scale-or-stop recommendation.

Phase 3: Scale (3x–10x ROI, Evidence-Backed)

CoE operating model deployed enterprise-wide. Covers governance structure, toolchain standardization, use case pipeline, and executive dashboards. 18-month roadmap: quick wins first, then high-ROI programs.