SYS / v4.02 · agentic pipeline online

Digital twins
that think,
simulate & act.

dg2n (read: digi-twin) is a complete agentic AI ecosystem that processes your spatial data, creates living digital twins, and continuously simulates, optimizes, and executes your operations.

TWIN · LIVECAM · ISO-30°--:--:-- UTC3,600 agentsthroughput 1,800/hrlatency 42ms
[01] PhysicalCAD → Living 3D
[02] IntelligenceBI + real-time feeds
[03] Simulation1000× faster than real
[04] ExecutionAgentic, every day
AI CAD → Store 3DCentral Virtual PlanogramDynamic RebalancingAI Shopper FeedbackBrand-Compliant OverridesPer-Store Digital TwinSimulation TwinsPredictive InsightsContinuous Automated OptimizationAI CAD → Store 3DCentral Virtual PlanogramDynamic RebalancingAI Shopper FeedbackBrand-Compliant OverridesPer-Store Digital TwinSimulation TwinsPredictive InsightsContinuous Automated Optimization

[PLATFORM] · 01

/four-pillar-stack

Agentic spatial computing pipeline.

Four proprietary twins working in concert — converting raw space into continuous, auto-executing intelligence.

01 / 04Physical Twin

CAD, alive.

Agents convert CAD into living 3D models that update automatically as your space evolves — brand-compliant by default.

CAD · DWG · RVT · IFCREADY
02 / 04Data Twin

Space → signal.

Agents ingest spatial telemetry — cameras, sensors, POS, WMS — and transform it into actionable, business-level intelligence.

18.6M events/daySTREAMING
03 / 04Process Twin

Workflow, learned.

Agents observe, map and continuously refine the orchestration of people, tasks and product through every square metre.

Workflows · 1,800LEARNING
04 / 04Simulation Twin

What-if, at scale.

Agents run infinite forward scenarios to predict outcomes and recommend optimal strategies — before you commit a single dollar.

∞ scenariosSIMULATING
[FEATURES] · 02
/four-verticals

Built for every
physical operation.

From flagship stores to fulfilment centers, dg2n models every space as a living twin that agents can reason over.

Transform physical retail with AI-powered twins.

Dynamic 3D models of every aisle, fixture, and endcap update in real time — so planograms, promotions, and layouts always reflect what is actually selling.

+23%
Conversion lift
−32%
Restock latency
4.8×
Planogram cycles
RETAILFULFILMENTWAREHOUSINGMANUFACTURINGLOGISTICSCOLD CHAINGROCERYAPPARELELECTRONICSDARK STORESRETAILFULFILMENTWAREHOUSINGMANUFACTURINGLOGISTICSCOLD CHAINGROCERYAPPARELELECTRONICSDARK STORES
[IMPACT] · 03 / live feed
0+

Facilities added to the immersive agentic pipeline, every month. Join the movement.

Active facilities → 0
Scenarios/day → 0
Agents deployed → 0
Avg uplift → 0
[ECOSYSTEM] · 04
/full-stack

Replace the legacy stack.
Keep what matters.

dg2n replaces point solutions for planning, optimization, and execution — while integrating cleanly with the core data platforms you already run.

01 Replaces
Blue Yonder
planning & fulfilment optimization
migration available
Manhattan Associates
warehouse execution & labour
migration available
JDA / RedPrairie
legacy demand & space planning
migration available
Relex Solutions
replenishment & space
migration available
One Door / IWD
visual merchandising & planograms
migration available
02 Works with
SAP S/4HANA
ERP & master data
integrated
Oracle Retail
merchandising & financials
integrated
Shopify / Commerce
POS & product catalog
integrated
[PIPELINE] · 05
/how-it-works

From blueprint to
living operation.

Five stages. Fully agentic. No manual modeling, no stale dashboards, no after-the-fact reporting.

STG · 01IngestCAD, BIM, LiDAR, camera mesh, POS, WMS events — no schema lockups.
STG · 02ModelAgents construct the physical + data twins in hours, not months.
STG · 03SimulateForward-run every layout, rebalance, staffing & replenishment scenario.
STG · 04RecommendAgents surface brand-compliant, margin-weighted, explainable moves.
STG · 05ExecutePush to planograms, workforce tools, WMS — with continuous feedback loops.

[GO] · 07 / request a demo

Redefine what's
possible in physical ops.

Request a demo Read the docs →avg. reply · <4h

Contact

hello@dg2n.com

Book

calendly.com/gmetri/dg2n

HQ

Bengaluru · NYC · London