New: Tapstate Cloud is coming soon — build live business views for applications and AI.

Tapstate Cloud · Coming soon

Build live business views for applications and AI.

Tapstate Cloud captures and transforms changes from your operational databases, then keeps the resulting business views up to date in your MongoDB Atlas.

See how it works

02 · Product experience

Start with one useful business view.

Connect the databases behind a use case, define how their records fit together, and inspect the resulting business view in MongoDB Atlas.

How it worksIllustrative walkthrough
1

Connect sources

Point Tapstate Cloud at the databases you already run.

  • OracleORDERS, ORDER_LINES
  • SQL Serverdbo.customers
  • Db2PAYMENTS
2

Define the business view

Define how related records fit together.

Business vieworders_view
ORDERSone per order
  • ORDER_LINESlines
  • customerscustomer
  • PAYMENTSpayment
3

Inspect the result

One record per order in MongoDB Atlas.

MongoDB Atlasorders_view
order_id
SO-20418
status
Packed
customer
Lena Ortiz · Gold
lines
3 items
payment
Authorized
Running· kept up to date

03 · Use cases

What you can do with live business views.

Use maintained business views to give AI workflows relevant context, bring customer records together, and serve repeated application reads.

AI Context

Give AI workflows a maintained view of relevant operational facts, rather than rebuilding context from multiple systems for each request.

Customer contextC-1043
Customer
customer
Lena Ortiz · Gold
latest_order
SO-20418
Current state
order.status
Packed
payment.state
Authorized
open_ticket
Delivery question
Example AI workflow
Question

“Where is my order, and what’s its payment status?”

Answer

Order SO-20418 is packed. Payment is authorized.

Grounded in one maintained view

Customer 360

Bring a customer’s orders, payments, and support tickets into one current view for applications that need context across systems.

customer_360Current
LO
Lena OrtizC-1043 · Gold
  • Orders14SO-20418 · Packed
  • Payments31P-88213 · Authorized
  • Tickets1 openDelivery question
Latest changes applied
  • orders[SO-20418].statusPacked
  • payments[P-88213].stateAuthorized
Orders, payments, and tickets in one current view

Operational Read Offload

Serve repeated application reads from a maintained business view in MongoDB Atlas, instead of reconstructing the same cross-system state each time.

Same read, two access pathsrepeated
Without a maintained view3systems
GET /orders/SO-20418
OracleSQL ServerDb2

Reconstructed on every read. State is rebuilt across systems each time.

With a maintained view1view
GET /orders/SO-20418orders_view

Read from one maintained view. Served from the business view in MongoDB Atlas.

04 · Early evidence

Less context to assemble. More room for the work that matters.

When relevant business data is already organized in a maintained view, an AI workflow may need less context to answer a question. In an early benchmark, the difference was measurable.

Approximately 48%

fewer tokens per run in this benchmark

Median total tokens per run
Direct queries across source systems33,650
Using a maintained business view17,619

16,031 fewer tokens per run

Early benchmark using synthetic banking-style data. Results vary by workload, data shape, and prompting pattern.

Tapstate Cloud · FAQ

Questions about Tapstate Cloud?

What to know about the Cloud Preview.

Tapstate Cloud captures changes from supported operational databases and transforms related records into maintained business views in your own MongoDB Atlas deployment. These views stay up to date as source data changes, ready for applications and AI workflows.

The current Cloud Preview supports Oracle, Db2, and SQL Server as source databases. Changes are captured and delivered to your MongoDB Atlas deployment. We’ll share the relevant setup details as Preview access opens.

Yes. In the current Cloud Preview, MongoDB Atlas is where your maintained business views are stored. Your operational databases remain the authoritative source of data.

Instead of rebuilding joins, lookups, and synchronization logic every time an application needs a current view across systems, Tapstate Cloud maintains that view as source data changes. Applications can then reuse the same business view for their needs.

Tapstate Cloud is being prepared for a free Preview on AWS and is not yet generally available. Select Notify me to receive an update when Preview access opens and learn about the next steps.

Tapstate Cloud · Coming soon

Have a business view in mind?

Get notified when Tapstate Cloud becomes available.

Planned as a free Preview on AWS. Not yet generally available.