Predictika · Data centers
Data center demo room
42 pages across the data center supply chain: server makers, power and cooling equipment, cabling and AI network fabric, the large clouds and GPU clouds, colocation, storage, and AI agents that operate the facility. Each page shows an AI agent's quote, order or action checked by Predictika before it goes out, with the verdict and every reason, and replays results recorded from the validator. The customers are fictional. Each page opens with a short voice walkthrough (sound on); press Stop, or choose Skip, to explore on your own.
Servers and AI systems 9Power, cooling and facility equipment 12Cabling and network fabric 5Hyperscalers and cloud platforms 7Colocation and interconnection 2Neocloud GPU commitments 3Storage 2AI agents operating the data center 2
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Servers and AI systems
Server, rack and processor makers: configuration, power and cooling fit, delivery promises.
Dell
Server and rack quote
PowerEdge rack and GPU servers and the IR7000 integrated rack with GB300 NVL72, with racks, power distribution and cooling.DellAI server and storage commitments
What a quote promises: delivery against unbooked supply, accelerator allocation, memory and flash, rack integration slots.HPEServer and rack quote
ProLiant servers and racks: CPU socket and power, memory, NICs, drives, rack power and space, support.HPEServer quote to cash
Quote check, then the approved quote converted to the manufacturing bill of materials and checked again.LenovoServer and rack quote
ThinkSystem SR630 V4, SR675 V3, SR680a V4 and Neptune liquid-cooled SR780a V3, with racks, power and cooling.SupermicroServer and rack quote
Hyper and GPU systems and the GB300 NVL72 SuperCluster, with racks, power and cooling.Eviden (Atos)BullSequana XH3500 rack order
Liquid-cooled HPC and AI rack: slot budget, blade I/O limits, voltage by region, inlet water range, power ceiling.IntelXeon 6 processor order
Sockets per server, processor against platform, memory type, speed and channels, stated subtotal against list price.NVIDIAAI factory hall design
Racks, liquid cooling, power, storage and a leaf/spine fabric for an AI factory hall built from rack-scale systems.Power, cooling and facility equipment
Electrical and mechanical equipment that sits between the grid and the rack.
Schneider Electric
Galaxy UPS quote
Galaxy VL and VX frames, power modules, parallel units, bypass, battery cabinets and service plan.VertivAI power and liquid cooling
Liebert EXL S1 or Trinergy Cube UPS, battery cabinets and CoolChip CDU liquid cooling for AI racks.EatonxEnergy low-voltage switchboard
Incomer, busbar, feeder breakers, form of separation and enclosure rating under IEC 61439-2.CumminsDiesel generator sets for data centers
C-series gensets: capacity, redundancy, emissions, sound and installation rules.LegrandRack PDUs
Raritan PX4 and Server Technology PRO4X rack PDUs, EU and North American versions, sensors.Bel Power SolutionsAC-DC power shelves
Input type, busbar style, redundancy, shelf and controller counts, and the room the shelves run in.Vicor48 V power module quotes and commitments
Array size, cooling, fab capacity, allocation and lead time for the delivery promise.FlexPower module order
Digital DC/DC converters: input range, output voltage, load current, paralleling and stated total power.MuntersData center cooling order
Cooling unit sizing and siting: load and airflow against model rating, footprint, weight and site limits.RittalTS IT Pro rack order
Rack variant, payload, bayed neighbors, side panels, ducts, anti-tip kits, PDU brackets and airflow baffles.Riello UPSMulti Sentry MST build sheet
Parallel and N+1 limits, load against usable capacity, site temperature, stated power against units.EVAPCOAT/UT/USS cooling tower order
Heat rejection: series and model range, sound options, platform and ladder, basin heater.Cabling and network fabric
Structured cabling, and the switching fabric inside AI clusters.
Corning
EDGE data center fiber
MTP trunks, adapter panels and cassettes, housings, polarity and the loss budget of each transceiver application.CommScopeStructured cabling projects
Cabling systems, connectivity kits and distributor discount tiers, with the stated net total checked.CiscoNexus 9000 AI cluster order
Fabric size, optics, Spectrum-X software and licenses, and stated totals.AristaEtherlink AI fabric order
Ports, optics, connectors, fiber, minimum EOS, ZR/ZR+ limits and chassis capacity.HPE (Juniper)AI cluster fabric design
GPU back-end fabric: stripe, leaf, spine and uplink sizing, oversubscription, optics, Junos release, liquid cooling.Hyperscalers and cloud platforms
Quote-time pricing, commitments and discount rules for the large clouds and the software on top.
Google Cloud
Full cloud quote
Flex commitments pooled across VMs, GKE and Cloud Run, Spanner, BigQuery, Cloud SQL, Gemini, storage and egress, with the single GKE credit and the deal discount checked against deal-desk authority.AWSCloud quote
EC2, S3, Redshift and RDS lines with commitments, term, data transfer, private pricing and support plan.Microsoft AzureCloud quote
VM, Blob, Fabric and Azure SQL lines with commitments, term, MACC discount and support plan.Oracle CloudCloud quote
Compute, Autonomous Data Warehouse, PostgreSQL and Object Storage with capacity and commit rules.Broadcom VMwareSubscription quote
Per-core subscriptions by edition, hosts, cores, vSAN capacity, term and support level.RackspaceManaged multicloud services quote
Engineering tier, support add-ons priced on cloud spend, term and optional prepayment.Fictional cloud vendorAnnual cloud commit quote
Anonymized twin: tracing needs compute hosts, minimum commit, term, discount ceiling and rep authority.Colocation and interconnection
Space, power and the cross connects that join a customer to clouds and networks.
Neocloud GPU commitments
GPU capacity quotes from the neoclouds: pools and regions, free capacity, plans, discounts and stated figures.
Lambda
1-Click Cluster reservation
B200 and H100 reservations: capacity ledger, filesystem region, size and term, tiered list price, special price and stated figures.CoreWeaveGPU capacity commitment
GB200, B200 and H100 nodes: NVL72 racks, zones and storage, capacity plan, free nodes, committed discount up to 60 percent.NebiusGPU commitment
H100, H200, B200 and B300: GPU by region, InfiniBand clusters, quota and reservation, company-only discounts, Soperator.Storage
Subscriptions, capacity steps and delivery promises for enterprise storage.
AI agents operating the data center
Checking what an agent is about to do, before the change is made.
Generic
Data center fabric change gate
An agent changes a leaf-spine fabric: ESI-LAG pairs, rollback window, degraded optics, border leaf approval, change velocity.IllustrativeAgent action validator for GPU workloads
Meaning of an agent's tool call checked before it runs, in a sandboxed GPU environment. Not an NVIDIA product.