the learning enterprise map
You know what you want for your business.
Finding the data shouldn't take months.
How are sales doing in Region X?
Where is support leaking?
Which products are losing margin?
Why did quality drop on this line?
the problem
The questions are simple.
Getting the right data to answer them isn't.
You know the business process and what you want to understand. But getting the data means navigating tables, SQL, warehouses, lakehouses, telemetry, schemas and pipelines — and translating back and forth with data teams to work out what actually represents the business.
Weeks become months. Costs grow. Data gets copied. Pipelines and views multiply. Storage and compute multiply with them.
what LeMap changes
LeMap learns that translation for you.
It continuously learns how the processes that run your business connect to the data they create and use.
Learn — LeMap traces executable code paths to discover business workflows, then uses model-derived semantics to build a connected graph of workflows, entities and their relationships.
Query — LeMap interprets a question, starts from relevant learned workflows, and traverses the semantic graph to find a connected set of entities and relationships that can answer it.
business process→business objects→enterprise data→learning enterprise map
Manufacturingproduction → quality → shipment
Healthcarepatient → treatment → outcome
Financetransaction → settlement → ledger
why that matters
So when you need data, LeMap already knows where to look.
It can identify what data is needed, whether it already exists, and eventually whether it can be reused or federated on demand instead of copied into yet another pipeline.
see the foundation working
An enterprise application LeMap had never seen before.
No handcrafted semantic model. LeMap learns the map, lets you explore it, and uses it to answer a business-oriented query.
01 · learn
Watch the map form.
Entities, relationships and business workflows are discovered from the application itself.
02 · explore
Follow what LeMap learned.
Open an entity, inspect its meaning, and follow the links into related workflows and data.
03 · query
Start with the business question.
“Find the highest-growing products in a region.” LeMap navigates the learned map toward the relevant data and process context.
The domain isn't the point. This demo uses ecommerce because the process is familiar. LeMap has no handcrafted ecommerce model — it learns the domain from the enterprise itself.
where this goes
From understanding the data
to creating the view.
The next evolution is dynamically federated, governed data views assembled on demand — with established quality checks and controls applied as part of the process.
next
What would LeMap learn from your enterprise?
Start with one application or bounded business domain.
hello@datasong.app →datasong.app is a collection of technologies and tools for making enterprise data easier to understand and use. LeMap is a key component that learns the semantic map of the business.