Your silos shouldn't be strangers.
Every enterprise runs on silos.
DecisionOps runs above them.
r4 is the company that built it.
Organizations don't lack data. They lack the ability to act on data across departments, systems, and missions.
r4 Decision Operations connects the silos to improve Enterprise Yield.
The silo problem is a yield problem.
Every function optimizes on its own. The yield is lost in the handoffs between them.
Enterprise Yield is the value an organization could capture from the demand and capacity it already has, but loses between functions.
Integrated Business Planning
Plan demand, supply, and finance as one connected system.
Dynamic S&OP
Keep sales and operations plans aligned to live demand.
Localized Distribution
Put the right product in the right place at the right time.
Asset Readiness
Predict readiness and plan maintenance around real tempo.
Workforce & Job Design
Match people and skills to shifting demand.
Personalized Engagement
Reach each customer or citizen with the right next action.
Risk Management
Spot operational risk early, before it becomes a disruption.
DecisionOps for Cross Enterprise Management.
Founded by members of the Priceline team that pioneered dynamic yield management, r4 brings that capability to the modern enterprise.
Cross Enterprise Management
Running the enterprise as one connected system instead of a collection of optimized silos.
DecisionOps
Software that turns predictive intelligence into coordinated, real-time action across functions.
XEM
r4's DecisionOps engine. It connects every function to a predictive digital twin of the enterprise.
Introducing XEM Actus.
XEM Actus connects your AI tools to a predictive quantitative engine. It recommends the action, routes it to the right decision maker for approval, and orchestrates execution across functions.
1 · Recommend
Identify the opportunity or risk and propose a specific action.
2 · Approve
Route it to the accountable decision maker. Humans stay in command.
3 · Execute
Coordinate execution across connected systems once approved.
Cross Enterprise, across industries.
r4 Commercial
Consumer, industrial, and services companies closing the gap between demand and supply.
Explore r4 Commercial →
r4 Public
Government agencies delivering better citizen services without replacing legacy systems.
Explore r4 Public →
r4 Federal
Defense and intelligence communities seeking decision advantage through software.
Explore r4 Federal →
Common questions.
What is r4?
r4 Technologies is the enterprise AI company behind XEM, a DecisionOps engine for Cross Enterprise Management.
What is Cross Enterprise Management?
Running the enterprise as one connected system, so decisions in one function account for every other function they affect.
What is DecisionOps?
Software that turns predictive intelligence into coordinated, real-time action, not just a recommendation on a screen.
What is XEM Actus?
The agentic generation of XEM. It recommends actions, routes them for human approval, and orchestrates execution across functions.
How is r4 different from other enterprise AI vendors?
Most tools stop at the recommendation. XEM coordinates the follow-on action across functions, built on Large Quantitative Models designed for operational decisions.
See what XEM can do for you.
Find the yield your enterprise is leaving between functions.
- A yield baseline from your own data
- The highest-yield boundaries to connect first
- A path that works on the systems you already run