Vorian Enterprise

Any business.
Built on one substrate.

Whether you run a hundred cafés, a car plant, a retail group, or a hospital network Vorian consolidates every touchpoint into a single intelligence layer. Data arrives in a fraction of the time. Decisions become faster, and demonstrably better.

92%
Faster time from signal to decision
Avg. across deployments
1 surface
Replaces the average enterprise's 40+ tools
Post-consolidation
6 weeks
Median time to first custom deployment
Not 12 months
$0.08
Cost per decision routed through CCI
At fleet scale
Built for any business

Your industry is
not the edge case.

Vorian Enterprise is a configurable substrate not a template. We model your operations, wire every touchpoint into CCI, and ship a system that runs the way your business actually runs. Here's how it lands in five different worlds.

Scenario · Café chain

One hundred outlets, one heartbeat.

POS, supply, footfall, staff rosters, waste, and daily P&L from every store streamed into a single surface. CCI watches for drift the moment it appears, and suggests the fix before the regional manager hears about it in the Monday call.

Before
9 days
to see yesterday's chain-wide margin
On Vorian
4 minutes
live, to every operator
  • POS, inventory, roster & waste consolidated per outlet
  • Automated supply orders tuned to live footfall
  • Outlet-level P&L, updated every 15 minutes
  • CCI flags drift & proposes action per store manager
Scenario · Auto manufacturer

A plant that tells you what to fix.

Every station, every tier-2 supplier, every shift, every quality deviation streamed into CCI. When a bearing vendor slips, the system already knows which line is at risk and has routed a decision to the plant manager with two options and their downstream cost.

Before
36 hrs
from supplier slip to plant response
On Vorian
22 min
decision in hand, routed
  • MES, ERP, supplier EDI, telematics unified
  • Station-level throughput & yield in real time
  • Predictive recall on part-vendor quality drift
  • CCI proposes re-route options with cost deltas
Scenario · Retail group

Every region, honestly visible.

Store P&L, SKU-level velocity, shrinkage, staffing, weather, and local promos one surface for the whole group. Category managers stop asking for reports. They ask better questions instead.

Before
T+14d
category P&L visibility
On Vorian
T+2h
with variance reasoning
  • Store + SKU + channel P&L on one graph
  • Promo performance recalled automatically vs prior
  • Shrink signal routed to loss-prevention on the hour
  • Auto-rebalance of regional inventory
Scenario · Hospital network

Patients, beds, and P&L one system.

Bed census, OR utilization, staffing, supply, billing, and outcomes on a single substrate. CCI spots capacity drift across facilities and routes a response before diversion is the only option left.

Before
2 hrs
to re-balance bed load across 3 sites
On Vorian
8 min
with routing plan & staff signal
  • EHR, staffing, supply, billing unified
  • Live bed, ED, and OR capacity across sites
  • CCI outcome loop on clinical pathways
  • HIPAA, SOC 2, HITRUST · air-gapped available
Scenario · Logistics & fleet

A fleet that decides with you.

TMS, fuel, telematics, customer SLAs, driver hours, weather piped into one reasoning layer. When a route slips, CCI already proposes two re-plans with cost & SLA deltas, ready to approve from a phone.

Before
4.2%
SLA miss rate, reactive
On Vorian
0.9%
proactive routing, decided fast
  • Telematics, TMS, ERP, customer SLA unified
  • Route-risk predicted before it happens
  • CCI proposes re-plans with live cost deltas
  • Driver hours & compliance woven in
Before & after

The same company.
A fundamentally different speed.

Most enterprises don't have a tool problem. They have a latency problem data arriving too late, decisions taking too long, context missing at the moment of the call. Vorian fixes the speed of the operating loop.

Today Reactive

  • MONRegional managers pull yesterday's numbers. Some are wrong.+3d lag
  • WEDLeadership asks why the number moved. Nobody remembers the decision.~40% recall
  • THUA supplier slip becomes a production stop. Three teams improvise.36h response
  • FRIA strategic call is made without the last three quarters of context.high drift
  • QTRBoard slide claims we'll learn from this. We don't, again.0 recall

On Vorian Proactive

  • T+0Every signal streams into CCI the moment it happens.live
  • T+2mDrift is flagged; the relevant decision history is already threaded in.92% context
  • T+15mA decision is proposed, with two options and their downstream cost.pre-modeled
  • T+1hThe right human approves the right call, routed to whoever it touches.one surface
  • T+6wThe outcome feeds back to the decision your judgment compounds.+learning
How we build it

From first call to production
in six weeks.

Enterprise isn't a template we partner with your ops leaders to wire CCI into your real business. The same Vorian surface, shaped to your operating model. Here's the rhythm.

01 / DISCOVER

Map the operating loop.

Two weeks with your leadership to map every touchpoint, decision surface, and integration. You'll see your business as a system often for the first time.

WEEK 1–2
02 / MODEL

Configure CCI to your world.

Vorian engineers shape the context graph your entities, units, cadences, and KPIs so CCI speaks your company's language natively.

WEEK 2–3
03 / INTEGRATE

Wire every source, two-way.

POS, MES, ERP, EHR, EDI, telematics, Slack, email whatever you run on. Two-way, audited, reversible. No rip-and-replace.

WEEK 3–5
04 / GO LIVE

Ship, measure, compound.

Production deployment with your embedded success team. We measure time-to-decision & outcome delta weekly and keep pushing both.

WEEK 6 +
The stack

Four layers.
One loop.

Every Vorian Enterprise deployment runs on the same four-layer stack connectors at the bottom, the context graph above that, CCI in the middle, and your custom decision surfaces at the top. Change any layer independently. Nothing else breaks.

  • +120+ prebuilt connectors
  • +Custom entities & units
  • +Reasoning graph retention
  • +Row-level permissions
  • +VPC & air-gapped options
Shipped in production

Enterprises running on Vorian.

Northline Cafés
Orenda Motors
Parkhill Health
Sable Retail Group
Meridian Logistics
Avery & Co.

"We replaced nine systems with one surface. The first thing that changed wasn't the cost line — it was how fast the team made decisions. By week six, leadership was operating on live signals, not Monday reports."

MR
Miriam Reyes
COO · Sable Retail Group · 184 stores
Talk to Enterprise

Let's model your
operating loop.

Tell us about your business we'll come back within 48 hours with a scoped deployment plan, a reference customer in your industry, and a working demo wired to your actual data model.

    Replies from humans only · reviewed by a Vorian Enterprise engineer.