Investor Deck · 2026

The spatial, real-time digital twins
for AI data centers.

Design, simulate and validate your build in the browser — in minutes, on any vendor's silicon. The accessible alternative to heavyweight twins like NVIDIA Omniverse.

Real-time

Vendor-neutral

Runs in the browser

Lens Builder · Confidential2026

The Problem

The best digital twins exist.
Almost no one can use them.

01

Powerful, but out of reach

NVIDIA Omniverse DSX is the gold standard — and genuinely higher-fidelity. But it's gigawatt-scale, hyperscaler-only: RTX clusters, a 30-partner toolchain, expensive and slow to stand up.

02

Locked to NVIDIA

It's built on Omniverse and centered on NVIDIA silicon — like CINTA. Want AMD or Google TPU and it doesn't serve you.

→

So most builders fly blind

The thousands of teams building sub-50MW AI sites have no real-time twin they can actually run. That's the gap we're going after.

02 · ProblemLens Builder

The Solution

The real-time digital twins you can actually run.

We're not out to out-simulate Omniverse — we're the accessible version. Our own engine, in the browser, that carries a project from design to cost to deployment — and connects the two sides of every build: buyers who need a site, and suppliers who build it.

Real-time & in-browserSimulate in seconds — no RTX cluster, no consultants

Vendor-neutralNVIDIA, AMD, Google TPU — everything downstream just works

SpatialLay it out in 3D; simulate power, cooling, capacity live

End to endDesign → cost → deploy, in one tool

03 · The SolutionLens Builder

DEMO

See it work:
buyer to validated build

A buyer describes intent to the setup agent, gets validated options, then the build flows to a matched supplier — equipment library, define & generate, simulate, package, supplier match, deploy, marketplace on top.

04 · DemoLens Builder

Step 0 · Setup Agent

For buyers with money and land,
but no build expertise.

An AI setup agent takes plain language — location, budget, available power — and routes by space: a small footprint becomes a container system in the Workshop; a large site becomes a full warehouse in the Planner. It returns validated config options, each as a live 2D/3D twin you can simulate.

Describe it in a sentence — the agent collects the rest

Routes small → container Workshop, large → warehouse Planner

Pick an option, and it becomes a real project

lens.build · setup agent

I want to build an AI data center in Phoenix. 8 MW, around $40M.

Got it — 8 MW fits a container deployment. Which accelerator do you want to plan on?

RouteWorkshop

Options3 twins

Compact · Standard · Max — simulatedView options →

05 · Setup AgentLens Builder

lens.build/equipment

All NVIDIA AMD Google TPU Cooling Power

NVIDIAGB200 NVL72132 kW

AMDMI325X Rack120 kW

GoogleTPU v6 Pod98 kW

VertivCDU 1.3 MWLiquid

SchneiderGalaxy UPS1.25 MW

Your gear+ Upload productVendor

AMD MI325X Rack selectedOpen in Workshop →

Step 1 · Equipment Library

Every vendor's gear,
in one open catalog.

Browse accelerators, cooling and power from NVIDIA, AMD, Google and more. Any equipment vendor uploads their own product — specs, power, dimensions, 3D model — instantly ready to place and simulate.

NVIDIA, AMD, Google TPU and beyond — never one locked vendor

Vendors upload their own products straight into the library

Pick a product, hit Open in Workshop, and start the build

06 · Equipment LibraryLens Builder

lens.build/workshop/new

GPUAMD MI325

Target20 MW

Step 2 · Define & Generate

One wizard.
Three layout options in seconds.

Enter the site and GPU goal: accelerator, target MW, workload, timeline. Lens generates container layout options and a live 3D plan instantly.

Plain-language prefill: type one sentence, drop into the wizard

Plan on NVIDIA, AMD or Google TPU — the flow is identical

Capacity map + deployment drawing out of the box

07 · Define & GenerateLens Builder

Step 3 · Simulate

“Can this actually operate?”

1.25

PUE

Power & cooling

Climate-aware efficiency drives real energy cost, not a hardcoded number.

Water

m³ / year

Water & WUE

Evaporative, blowdown, and drift. Air-cooled vs water-cooled, gated.

Tier III

ISO 22237 · Uptime

Compliance, scored live

Capacity, redundancy, and headroom assessed straight from the sim.

08 · SimulateLens Builder

Step 4 · Build Package

From plan to a
build package

Everything an EPC, electrical engineer and cooling vendor needs — generated, not assembled by hand.

01

Layout & power

2D/3D layout and power single-line diagrams

02

Cooling & BOM

Cooling diagrams and the full bill of materials

03

Timeline & vendors

Construction schedule and vendor checklist

04

Cost & compliance

CAPEX/OPEX estimate and ISO 22237 score

09 · Build PackageLens Builder

lens.build/workshop · deploy · request supplier

Matched Stocks AMD MI325X Nearest first

Meridian DC Systems · 95 kmStocks MI325X · 8-week lead · ★ 4.8

Apex Hyperscale · 180 kmStocks MI325X · 11-week lead · ★ 4.6

Northbridge Build · 240 kmStocks MI325X · 12-week lead · ★ 4.5

Meridian selected — request sentSend to supplier →

Step 4.5 · Supplier Match

The build flows to a
matched supplier.

The company reviews the build package, then opens Deploy — which on their side is where they request a supplier. Lens matches suppliers who actually stock that silicon and equipment, ranked by proximity. The supplier accepts, takes over with full build and deploy access, then hands it back live.

Matched on accelerators & equipment in stock, then distance

Supplier accepts → owns build & deploy (no marketplace)

Handed back to the buyer for marketplace + uptime

10 · Supplier MatchLens Builder

Step 5 · Deploy

We carry it
through construction

The part nobody else does — Lens follows the build from groundbreaking to final inspection, with a role-based view for every trade.

01

Overview

Live dashboard of the whole build

02

Timeline

Gantt phases and tasks across the build

03

Tasks & materials

Crew board and long-lead procurement

04

Issues & inspections

Live site issues and sign-off checklists

11 · DeployLens Builder

Step 6 · Marketplace

An app layer on top of the data center you just built.

Once the supplier hands the live site back, the marketplace turns it into a platform — hundreds of ready-to-run tools and apps, running on the buyer's own compute.

225+ toolsCommerce + CRM, ERP, Execution, Industry Clouds

Runs on your hardwareThe compute you deployed — your control

Vendors publish, operators pullStraight from the catalog into the live site

12 · MarketplaceLens Builder

Business Model

A software business, with room to grow

Core revenue

License the tool

Lens is sold to data-center builders, EPCs, and operators as a design-and-deploy platform. The tool is the business.

Seat / project licensing

Recurring, predictable

Expansion

Two-sided platform

Buyers design through the setup agent; suppliers list equipment and get matched to builds. An apps marketplace runs on top. Network effects that compound the tool, not the engine.

Buyer agent + supplier matchmaking

Equipment library + apps on top

13 · Business ModelLens Builder

The Vision

The spatial, real-time digital twins for the next
10,000 AI data centers.

”Thousands of new AI sites, on every vendor's silicon. They need digital twins they can actually run — spatial, real-time, vendor-neutral, in the browser. The accessible alternative, not a gigawatt toolchain.”

[email protected]Lens Builder · 2026

The spatial, real-time digital twinsfor AI data centers.

The best digital twins exist.Almost no one can use them.

See it work:buyer to validated build