From DecisionIntelligence toDecision Operations.
ANNOUNCING
Fifth generation. Built on decades of enterprise yield optimization.
XEM showed you the actions to take.
XEM Actus makes them happen.
XEM unifies your enterprise data and delivers decision intelligence.
XEM Actus is the next generation agentic architecture. It is built to act.
You stay in command. XEM handles the rest.
Turn Data Chaos Into a Unified Signal
Every enterprise is awash in data. Most believe their data is bad.
Bad data is normal. The goal isn't to fix every data problem. It's to find the signal.
And the signal doesn't come only from inside. It starts in market conditions, supplier networks, customer behavior, and patterns your own systems may never see.
Bring your data as it is. Structured or unstructured. XEM Actus takes in internal, external, generative, and synthetic data on its own. It maps that data to a model of your enterprise, with no heavy manual cleansing or prep first.
Imagine a Predictive Digital Twin of Your Enterprise
Most enterprises decide based on what happened last month. XEM Actus helps you decide based on what is happening now, and on what is likely to happen next.
XEM Actus builds a predictive digital twin of your enterprise. The twin links your internal operations to outside demand and risk drivers. It is configured for your enterprise in weeks, not years.
Consumers, employees, B2B buyers, suppliers, distribution centers, stores, products, critical parts. All of it sits in one model of your enterprise, updated as things change.
The twin is delivered as a Predictive Common Operating Picture. Decision makers share one view of where the enterprise is today, and where it is headed next.
Proven Across Sectors
CONSUMER 
INDUSTRIAL 
FINANCIAL 
B2B 
SUPPLY CHAIN 
HEALTHCARE 
DEFENSE 
PUBLIC SERVICE Execute with Human Judgement at Machine Speed
From Insight to Action. Automatically. Knowing what to do is only half the battle.
Most enterprise AI stops at the recommendation. Then the real work starts: emails, meetings, and manual handoffs between functions. That is where yield gets lost.
XEM Actus closes that gap.
XEM Actus spots an opportunity or a risk. It recommends a specific action. It routes that action to the right decision maker for approval. Once approved, it coordinates the work across connected systems and functions on its own.
You stay in command. XEM handles the coordination.
The approval step is a design principle, not a limit. Human judgment stays at the center of every decision. Once that judgment is applied, the work runs at machine speed.
Decisions that once took days or weeks of cross-functional work can happen in minutes. Yield that would have been lost gets captured in real time.
LLMs, Meet LQMs
Large Language Models changed how enterprises work with AI. But language alone isn't prediction. And prediction alone isn't optimization at enterprise scale.
LLMs and LQMs aren't rivals. Inside XEM Actus they work together. Language handles the interaction. Quantitative intelligence handles prediction, decisions, and action. That pairing is what makes XEM Actus fundamentally different from enterprise AI built on language models alone.
XEM Actus is agentic on top and quantitative underneath. A language-driven agent runs the work. Advanced LQM-shaped models handle forecasting, optimization, and decisioning beneath it.
An external AI Assistant gateway connects XEM Actus to the best public and private AI assistants available.
r4 doesn't ask you to bet on one LLM. It picks the right model for each use case. It keeps that model inside your environment. It measures the value created, and it keeps improving over time.
The Anatomy of DecisionOps
XEM Actus is a fully integrated agentic architecture. It sits above your existing systems instead of replacing them. It connects your data, models your enterprise, and coordinates action across every function.
The XEM Actus Architecture
The Interaction Layer. Interact with Actus, and let Actus guide the next step. The XEM Actus Portal, XEM Actus Agent, Partner Agent, and Customer Agent each work within clear roles and permissions.
The Subconscious Layer. This is the LQM foundation of XEM Actus. It finds patterns, makes predictions, and optimizes decisions behind the scenes, all the time. The subconscious layer never stops learning. It becomes more agentic over time, and it keeps improving as your enterprise evolves.
Bring your own chat bot. The External LLM Gateway connects public and private language models to the quantitative intelligence. That intelligence drives the decisions and the action.
Customer and Third-Party Assets. Your data, metadata, models, and agentic memory stay connected as they are. No migration. No rebuild.
The Conscious Layer. Optimization goals, use cases, and workflows come from preconfigured libraries, then get tailored to your enterprise. Near real time yield optimization runs across every use case, all the time.
Don't Build an AI. Just Use XEM Actus.
Every enterprise AI initiative faces the same challenge: getting ready to deploy.
Data pipelines to build. Infrastructure to provision. Integrations to develop. Teams to hire. Months of prep before a single decision gets better.
XEM Actus was designed to remove that obstacle entirely.
You don't need new infrastructure. XEM Actus sits above your existing systems and connects to them: ERP, CRM, SCM, and the systems of record already running your business. No rip and replace. No migration. No rebuild.
No data preparation required. XEM Actus takes data as it is: internal, external, generative, and synthetic. It pulls out the signal on its own.
You don't need data scientists. (For this.) XEM Actus is agentically configured. The system maps your enterprise, finds your highest-yield opportunities, and starts building your digital twin. No technical team has to build it from scratch.
Deployment
Three Ways to Deploy.
Preview
Start fast, at no cost. Use public data to see the opportunities in your enterprise. Provide an input brief and you'll see execution workflows for your key use cases.
On Demand
Deploy one use case at a time. Enterprise activation takes six weeks. We set up your private instance, walk you through a DecisionOps Assessment, and define the data and models to connect. You always own your data and your outputs.
Enterprise Outcomes
Move up to tiered enterprise pricing and a wider scope. You can also define Pay for Value partnerships.
WEEKS 1-2
Assess data, map the enterprise, and connect existing systems.
WEEKS 3-4
Build the predictive digital twin and generate the first Predictive Common Operating Picture.
WEEKS 5-6
Surface decision recommendations at your highest-yield boundaries.
Enterprise Yield
Measured Before You Begin.
XEM Actus doesn't ask you to trust the outcome. It sets a yield baseline before deployment starts. Every gain is measured against a defined starting point, not estimated against a theoretical one.
Commercial
Demand signals line up across marketing, supply chain, operations, and sales. Incremental growth, margin, and productivity gains that you can measure at each boundary.
Public Service
Cross-agency data connected, with no system replacement. Better service delivery from the budgets you already have. Outcomes you can measure against defined baselines, from the first operational cycle.
Defense & National Security
Less decision latency across sustainment, procurement, and readiness functions. Operational risk spotted before it becomes operational failure. Better mission readiness, with no added resources.
The yield improvement XEM Actus delivers is not a projection. It is a measurement. It is set before deployment, tracked nonstop, and visible in your own enterprise data from the first operational cycle.
Frequently Asked Questions
XEM is r4's DecisionOps engine for Cross Enterprise Management. It connects every function to a predictive digital twin of the enterprise and drives coordinated action in real time. XEM Actus is its agentic generation, built to execute the coordinated action that other enterprise AI stops short of.
XEM Actus is the agentic generation of XEM. It recommends a specific action at a high-yield boundary, routes that action to the right decision maker for approval, and federates execution across every connected function once approval is given. Human judgment stays in command at every decision point, and execution happens at machine speed once that judgment is applied.
A Large Quantitative Model is a model purpose-built for the numerical, temporal, and operational complexity of enterprise decision-making. Where large language models generate text, large quantitative models generate decisions. XEM Actus is built on LQMs, and an External LLM Gateway connects public and private language models for interaction while the LQM foundation drives the decisions and actions.
A predictive digital twin is an AI simulation of an entire enterprise ecosystem that links internal operations to external demand and risk drivers, configured uniquely for each organization. XEM Actus builds one for the enterprise and delivers it as a Predictive Common Operating Picture, so every decision maker sees where the enterprise is and where it is headed before the moment of decision.
XEM Actus deploys as a six-week activation rather than a multi-year implementation. It sits above existing systems and connects to them, including ERP, CRM, and SCM, with no rip and replace and no migration. Over six weeks it maps the enterprise, builds the predictive digital twin, surfaces the first decision recommendations at the highest-yield boundaries, and begins coordinated action with measurable yield improvement.
What are your empty seats?
Every enterprise has capacity it isn't using. Revenue it isn't capturing. Yield it isn't seeing. A DecisionOps Assessment establishes exactly what yours is worth. No new infrastructure. No data scientists required.
- A yield baseline measured in your own data before deployment
- The highest-yield boundaries XEM Actus would connect first
- An eight-week activation path on your existing systems
Request Your Assessment
Prefer to see it live first? Request a Demo