Better outcomes aren't a budget problem. They're a coordination problem.
Agencies already have the people, data, and systems they need. r4 Public improves coordination, speeds decisions, and delivers better outcomes with the resources you already have, measured against your own baseline.
The public services yield problem.
Agencies hold data that other agencies need, but their systems were never built to work together, and budgets were set before conditions changed. A signal in one agency may not reach the agency that can act on it until the next budget cycle, if ever. The cost shows up as slower service, duplicated work, and outcomes below what the budget could have delivered.
That is a coordination failure, not a funding failure.
What XEM delivers for public services.
A coordination layer
XEM connects to agency systems through standard interfaces and sits above existing tools.
No replacement
Systems of record stay in place, which matters with long procurement cycles and deep legacy systems.
Signals that travel
When a signal crosses a threshold, XEM routes it to every agency and function that depends on it.
Existing budgets
Gains come from budgets already approved, not new spending.
Measured from day one
A baseline is set before go-live and gains are measured against it from the first cycle.
One engine for every level of government.
XEM adapts to each level's rules, regulations, and ways of working.
Federal Agencies
Coordinate across departments, hold programs accountable, and read citizen demand at federal scale.
State Government
Run programs consistently statewide, share data across agencies, and align budgets with outcomes.
County & Municipal
Deliver local services, place staff where demand is, and connect community-level programs.
Where public agencies capture yield.
Nutrition Assistance
Connect eligibility, benefit use, and food supply to cut waste and widen access.
- Smart Food Program
- Smart Surplus for Retailers & Producers
- Benefit Utilization Optimization
- Cross-Program Eligibility Coordination
Public Health
Connect health data across programs, sites, and populations to widen access and predict demand.
- Social Determinants of Health
- Disease Surveillance & Early Warning
- Program Efficacy Measurement
- Cross-Agency Health Coordination
Workforce & Economic Development
Match workforce potential to employer demand at regional scale.
- Workforce Potential Assessment
- Job Matching & Placement
- Employer Recruitment & Alignment
- Regional Economic Intelligence
Public Safety
Position resources before incidents and coordinate response across functions.
- Dynamic Patrolling & Resource Positioning
- Asset Availability & Readiness
- Predictive Incident Management
- Cross-Agency Response Coordination
Coordination where cost is measured in outcomes.
r4 was founded by the team that built Priceline, where linking demand, supply, and distribution across one complex system created a lasting edge. The same discipline applies wherever value leaks between functions. In government, that cost appears in service outcomes rather than margin.
Common questions.
How does r4 help government agencies?
It connects data and decisions across agency lines. XEM coordinates action in real time without replacing existing systems.
How does XEM improve outcomes without raising budgets?
It closes the coordination gaps where effort is duplicated and signals stall, measured against a baseline set first.
Does XEM require replacing existing systems?
No. It connects through standard interfaces. No rip-and-replace, no data migration.
How does XEM coordinate without a single shared system?
It adds a coordination layer above existing systems and routes signals to every dependent function.
How is r4 different from a data integration platform?
Data integration connects data. r4 connects decisions, using Large Quantitative Models built for operational decisions.
Better outcomes are already in your data.
Start with a DecisionOps Assessment.
- Better outcomes from budgets already approved
- A coordination layer above existing systems
- Gains measured against a set baseline