Lower Total Cost of Ownership
Reduce infrastructure, software, integration and operational costs through a more compact architecture.
DGCT differentiation
Built differently.Designed to deliver more with less.
From fragmented data platforms to one governed, integrated stack — CORE, iCrunch and industry Solutions. DGCT combines a reusable digital foundation, high-performance Data, Analytics & AI, deterministic execution and deep industry expertise to move from data to operational value with less complexity and a lower total cost of ownership.
Lean by design
Performance without multiplying infrastructure and operating cost.
A compact, integrated architecture reduces infrastructure, integration and operational overhead while keeping performance, governance and production readiness at the center of the design.
Smaller Infrastructure Footprint
Process large data volumes with fewer computing resources and less infrastructure to deploy and operate.
Fewer Integration Layers
Limit technology proliferation and dependencies by bringing data, analytics, AI and execution into one coherent chain.
Faster Time to Value
Reuse common foundations and industry-ready capabilities instead of rebuilding the technology stack for each use case.
Integrated architecture
One integrated stack, not four separate layers.
Traditional environments frequently separate data engineering, analytics, AI and operational execution. DGCT connects these capabilities around one reusable foundation and one operating model.
Operational execution toolAnother platform, another integration and another operating model.
AI / ML platformSeparate model tooling, governance and deployment processes.
Analytics / BI layerDashboards, semantic layers and dedicated analytics infrastructure.
Data engineering platformIngestion, preparation, transformation and storage managed separately.
Separate vendors, integrations, skills and operating models to maintain.
SOLUTIONSDOOH · Telecom · IoT · Retail — operational use cases and vertical intelligence.
iCRUNCHData · Sense · Pulse — high-performance data, AI/ML and governed analytics execution.
CORESecurity · Users & Rights · Services · Scheduling — reusable digital foundation.
One foundation. One integrated technology chain. One operating model.
Horizontal core · vertical depth
One core. Four industries.
The same CORE + iCrunch foundation adapts to each industry's data, KPIs, workflows and operational requirements — avoiding a separate technology platform for every vertical.
Common foundation
CORE + iCrunch
Reusable digital foundation, Data, Analytics, AI and governed execution.
DOOH
Audience & campaign intelligence
Campaign operations, audience measurement, proof of delivery, experiential media and network intelligence.
Telecom
Revenue & network intelligence
QoS/QoE, revenue assurance, customer intelligence, fraud, RCA and regulatory analytics.
IoT
Connected asset intelligence
Telemetry, operational monitoring, anomaly detection, predictive maintenance and infrastructure optimization.
Retail
Store, product & customer intelligence
POS analytics, store performance, basket analysis, customer intelligence and operational optimization.
Governed intelligence
AI interprets. iCrunch Pulse governs execution.
For operational analytics, a plausible answer is not enough. DGCT adds a deterministic execution layer that preserves intent, validates schema, enforces filters and produces reproducible, auditable results.
Deterministic analytics
Natural language becomes a governed operational interface. Identical input and governed context produce identical output — an essential difference when analytics drive operations, revenue or regulatory reporting.
Intent preservedUser-requested KPIs, filters, dimensions and timeframes remain explicit through execution.
Schema validatedQueries are checked against the governed data model before execution.
Filters enforcedNo silent filter drops or hidden reinterpretation of user constraints.
Results reproducibleExecution is governed and auditable rather than relying only on probabilistic generation.
Proven expertise
Proven expertise, not a consulting pyramid.
Technology alone does not deliver transformation. DGCT combines its platforms with experienced architects, technology leaders and industry experts focused on the decisions and systems that matter in production.
Experience over headcount
Experts who have already designed, built and operated complex systems.
Technology independent
Recommendations based on business and operational fit, not a predefined technology stack.
Execution focused
From strategy and architecture to implementation, delivery and measurable outcomes.
Industry grounded
Domain experience across Telecom, DOOH, IoT & Smart Infrastructure and Retail.
Production first
Performance, reliability, governance, maintainability and operational simplicity from the start.
The DGCT difference
Five things that set DGCT apart.
The advantage is the combination — capabilities that competitors and traditional architectures usually keep separate.
1
Deterministic analytics
Governed, reproducible answers — not just another probabilistic AI copilot.
2
One integrated stack
Foundation, Data/AI and industry solutions in one chain rather than stitched-together layers.
3
Lean footprint, lower TCO
Large data volumes on a smaller, more compact infrastructure footprint with reduced operational overhead.
4
Horizontal core, vertical depth
One reusable platform serving DOOH, Telecom, IoT and Retail with domain-specific KPIs and workflows.
5
Expert-led delivery model
Direct access to experienced consultants and architects rather than a large junior-consultant pyramid.
Accelerating Digital Transformation
From Data to Use Cases.
DGCT combines a powerful digital foundation with high-performance Data, Analytics & AI to turn complex requirements and extreme data volumes into trusted, operational business value.