THE ENTERPRISE PLATFORM
Evidence OS: an extensible
enterprise AI platform.
Evidence OS brings data access, execution agents and reusable workflows into one platform. Build on these services to create enterprise applications with your own business logic, interfaces and system connections.
PLATFORM AND APPLICATION
What is Evidence OS?
Evidence OS is Whiteboxx’s enterprise AI platform for working with data, execution agents and reusable workflows. It provides services that enterprise applications can build on. Whiteboxx extends those services with the business logic, interfaces and system integrations required by the application.
For an account-review application, the platform can supply data retrieval and analytical tasks while custom software handles the account model, user experience and integration with the enterprise’s systems. The architecture identifies the components to reuse and the extensions to build.
PLATFORM RESPONSIBILITIES
What you reuse and what you extend.
| Layer | Platform contribution | Application-specific extension |
|---|---|---|
| Data and evidence | Source discovery, selected observations and source references. | Your source connections, entity mappings and business definitions. |
| Execution agents | Defined assignments, permitted tools and structured results. | Domain calculations and additional tool integrations required by the task. |
| Workflows | Reusable definitions, run inputs, step progress and deliverable references. | Your process steps, review rules and downstream system actions. |
| Enterprise application | Service interfaces for evidence, agents and workflows. | User experience, identity integration, domain services and deployment design. |
What should an enterprise AI platform provide?
Evaluate the platform through a complete business task: access the records, perform the required work, produce a usable result and connect it to the application. Ask which components are available, how they are extended and what the delivery team must implement.
For Whiteboxx, that review includes the external data foundation, execution-agent tools, workflow runs and service interfaces. The build scope then specifies additional calculations, enterprise connections, application code and operating responsibilities.
Compare buying, building and extendingONE ANALYTICAL EXAMPLE
Inspect one workflow through its source data and result.
This five-stage walkthrough shows a published market comparison. It illustrates one analytical process within the broader platform; choose each stage to inspect the work.
Choose a stage to see how the comparison was prepared.
Define the countries, measures and period.
This example compares three World Bank measures for Germany, the Netherlands and Poland in 2024. It asks which differences deserve further commercial research.
Three-market context review
- Markets
- Germany · Netherlands · Poland
- Observation year
- 2024
- Measures
- GDP per capita · Real GDP growth · Modelled unemployment
- Output
- An evidence table, interpretation and next research questions.
Gather the observations and source definitions.
The nine observations come from the World Bank WDI API. The download includes the indicator identifiers, original requests, publisher update date and capture time.
World Bank WDI
GDP per capita (current US$)NY.GDP.PCAP.CD · Observation year 2024GDP growth (annual %)NY.GDP.MKTP.KD.ZG · Observation year 2024Unemployment, total (% of total labor force), modelled ILO estimateSL.UEM.TOTL.ZS · Observation year 2024Inspect the provenance JSONCountry identifiers, values, source URLs and timestamps.Compare real GDP growth in 2024.
Poland has the strongest real GDP growth of these three countries for 2024. The comparison uses the same indicator and period; choosing a market also requires commercial research.
Real GDP growth by country
Review what each measure tells you.
Growth, output per person and unemployment each describe a different economic condition. Product demand, distribution costs and site availability need other evidence.
What does each measure establish?
A change in real economic output over the selected year.
Output per person in current US dollars, not household income.
Category demand, routes to market and the business’s operating requirements.
Deliver the findings with the source data.
The report includes the comparison, interpretation and questions for further research. Download the figures and source references to review the findings.
Read the completed analysis
- Read the comparisonThree measures for three markets in 2024.
- Check the observationsCSV with publisher precision and JSON with source references.
- Extend the researchThe next questions follow from the intended business decision.
GO DEEPER
Explore the services and the application layer.
Execution agents
Assign research and analysis with the right data, tools and output format.
How agents work 02Workflows
Define repeatable steps, record each run and extend the process for your application.
How workflows work 03Build on Evidence OS
See where platform services end and your application’s business logic and interfaces begin.
See the architecturePROFESSIONAL PERSONAS
Professional perspectives when you need them.
Ask a persona to respond from a particular role and situation, such as an enterprise architect reviewing a proposal. This is a reactive capability for exploring questions and objections alongside the findings from your analysis.
Read the persona-agent distinction