DGT's Core Differentiator

The AI Execution Model

From "we do AI" to "we operationalize AI." A repeatable, proven framework that moves enterprises from experimentation to enterprise-scale value.

Most AI initiatives fail not because of technology, but because of disconnected systems, unclear business alignment, and no path to scale. DGT's AI Execution Model solves all three.

The Problem: 70%+ of AI Initiatives Stall

According to McKinsey (2023), the majority of enterprise AI projects never make it past the pilot phase. The root causes are consistent:

73%
cite data quality as the #1 AI blocker

Disconnected Data

AI models trained on fragmented, siloed data produce unreliable outputs. Without a unified data layer, AI is guessing — not deciding.

85%
of AI projects fail to deliver business value

No Business Alignment

AI teams build impressive demos that never connect to real KPIs. Without outcome mapping, AI becomes a science project.

87%
of AI projects never make it to production

No Path to Scale

Successful pilots die in the gap between proof-of-concept and enterprise deployment. Without governance and change management, adoption stalls.

The DGT Model

Assess → Align → Activate → Scale

A four-phase execution framework that transforms AI from aspiration to operational reality. Each phase has clear deliverables, timelines, and measurable gates.

01

Assess

Systems, Data, Process

Week 1–2

We map your current technology landscape, data maturity, and process readiness. No assumptions — just evidence-based diagnosis.

Technology landscape audit (SAP, Salesforce, ServiceNow, Azure)
Data quality and governance assessment
Process mining with Celonis to identify bottlenecks
AI readiness scoring across 12 enterprise dimensions
Stakeholder interviews and pain point mapping
Deliverable:AI Readiness Scorecard with prioritized opportunity map
02

Align

Business Outcomes → Use Cases

Week 2–3

We connect AI opportunities directly to your business KPIs. Every use case is validated against ROI thresholds before investment.

Use case identification and business impact scoring
ROI modeling for top 5 AI opportunities
Technology selection and architecture design
Stakeholder alignment workshops
Investment roadmap with phased milestones
Deliverable:Prioritized AI roadmap with validated business cases
03

Activate

3–6 Week Proof of Concepts

Week 3–9

We build and deploy production-ready AI solutions in rapid sprints. No 18-month timelines — real results in weeks.

Rapid POC development (3–6 week sprints)
Model training, fine-tuning, and validation
Integration with existing enterprise platforms
User acceptance testing and feedback loops
Production deployment with monitoring
Deliverable:Working AI solution with measurable KPI impact
04

Scale

Operational Embedding

Ongoing

We embed AI into your operating model — not as a side project, but as a core capability with governance, training, and continuous improvement.

AI Center of Excellence setup and staffing
Governance frameworks and responsible AI policies
Team training and knowledge transfer
Continuous monitoring and model optimization
Quarterly business reviews and ROI tracking
Deliverable:Self-sustaining AI capability with measurable ROI

Real Outcomes, Not Projections

These are the measurable results enterprises achieve when AI is operationalized through DGT's execution model.

20–40%
Reduction in Tech Debt
15–25%
Productivity Gains
3–6 wk
Time to First POC
6 mo
Measurable ROI

Why DGT's Model Works When Others Don't

We don't just advise — we execute. And we don't just build — we embed.

Platform Depth, Not Just Breadth

We're not generalists. DGT has certified expertise across Salesforce, SAP, ServiceNow, Azure, and Celonis — meaning AI connects to your actual systems, not theoretical architectures.

Outcome-Gated Phases

Every phase has measurable gates. If the Assess phase reveals AI isn't the right answer, we'll tell you — and redirect investment to where it matters.

Embedded, Not Outsourced

We build AI Centers of Excellence inside your organization. When we leave, the capability stays. That's the difference between a vendor and a partner.

Get Your AI Readiness Snapshot

In a 30-minute strategy session, we'll assess your AI readiness across 12 enterprise dimensions and deliver a prioritized action plan — no commitment required.