agent information
Person profiles, professional accreditations, team statistics, and related agent data.
darwin.Cloud performance
franchise submissions, off production
darwin.Cloud reads franchise submission data from SQL Always On Replicas and handles formatting and transmission on dedicated hardware, keeping high-volume reporting work away from production.
darwin.Cloud franchise data flow
brokerage data changes
production records
Always On SQL Replica
read-heavy data source
collect franchise data
agents · listings · pendings · closings
format on dedicated hardware
network-specific output
transmit to franchises
scheduled + on demand
comprehensive data for franchise networks
Networks such as RE/MAX, Century 21, Berkshire Hathaway, Sotheby’s, and others require summarized brokerage information—often several times a day and on demand.
closings
Recently sold properties included in franchise reporting and submission workflows.
pendings
Properties currently under contract and expected to close.
listings
Properties actively on the market within the brokerage’s current inventory.
the production challenge
read-heavy work grows with data and frequency
Collection, transformation, and repeated transmission can place a significant burden on the same production SQL server handling user queries, data updates, and real-time transactions.
01
collect from many tables
Gather agent, listing, pending, and closing information from multiple parts of the brokerage database.
02
format for each franchise
Transform raw brokerage data into the structure required by each network.
03
transmit repeatedly
Send completed summaries multiple times daily and whenever an on-demand submission is needed.
SQL Replica + dedicated processing
separate submissions from live brokerage work
Read-intensive collection and network-specific processing move to infrastructure designed for those workloads.
- 01
production records current activity
darwin.Cloud continues handling user interactions, data updates, and real-time transactions on the production system.
- 02
replicas serve submission reads
Listings, pendings, closings, agent profiles, and statistics are read from SQL Always On Replicas instead of production.
- 03
dedicated hardware formats output
Separate processing transforms the source data into the specific structure required by each franchise network.
- 04
submissions transmit on schedule or demand
Completed summaries are sent without adding collection, formatting, or transmission work to the production SQL server.
why it is faster
submission growth without production slowdown
The architecture gives franchise reporting its own read and processing capacity while protecting core brokerage operations.
reduced production load
Read-heavy submission work moves to SQL replicas so production can focus on real-time interactions and data updates.
optimized resource utilization
SQL replicas handle data retrieval efficiently without interfering with write-intensive production tasks.
improved system performance
With fewer competing workloads, production can process user requests more quickly and smoothly.
scalability
Replica and dedicated processing capacity can support more submissions and larger data volumes without slowing the application.
reliable submissions and a responsive system
- faster application performance for queries and daily operations
- accurate, timely franchise summaries processed with dedicated resources
- future-ready capacity as brokerage data and submission needs increase
connect franchise data to the platform
Follow submission data into integrations, sample reports, and the surrounding security architecture.
integrations
Explore how darwin.Cloud connects brokerage systems and operational data.
view detailsfranchise report samples
Open real transaction summary, remittance, and awards report examples.
view detailssecurity architecture
Review the broader controls and infrastructure protecting darwin.Cloud.
view details