Reports show stale or inconsistent data
Jobs appear to run, yet subscribers or downstream systems are behind and the business cannot rely on the results.
Replication & data movement
Keep data moving. Know when it stops.
A reporting database is only useful when its data is current and trustworthy. We help you investigate replication failures, design SQL Server data movement, and give your team the monitoring and recovery procedures to operate it.
Work directly with experienced SQL Server specialists.
When to bring us in
Recognize any of these situations?
Start with the problem your team is experiencing. You do not need a diagnosis before you get in touch.
Replication needs repeated intervention
Agent failures, growing backlogs, schema changes, or reinitialization keep taking time from your DBAs.
The current design no longer fits
A new consumer, growing transaction volume, or a changing reporting workload needs a better delivery approach.
What we investigate
Work through the whole problem.
The scope is tailored to your environment, with the evidence and access method agreed at the start.
Focus 01
Topology and workload
Review publishers, distributors, subscribers, publication design, agents, latency, transaction volume, retention, permissions, and source-system overhead.
Focus 02
Method selection
Compare supported replication and data movement approaches for the requirement. Where change data capture is appropriate, include the consumer, delivery, and validation process.
Focus 03
Failure handling and change
Plan monitoring, schema changes, backlog recovery, retries, reinitialization, consistency checks, and operating ownership.
What you receive
A result your team can act on.
Agree the deliverables before work begins. Implementation, where included, follows your testing and change process.
Diagnosis or design recommendation
Explain the cause of an existing delivery problem or the reasons for the proposed topology and transfer method.
Freshness and validation checks
Define acceptable lag and how to verify that important data has arrived correctly.
Operating runbook
Document routine checks, failure response, recovery steps, dependencies, and escalation responsibilities.
Implementation or remediation scope
A prioritized set of changes and a test plan that includes source overhead and downstream behavior.
A practical distinction
Plan for the conditions that matter.
The right technical choice depends on the workload and the way your team operates it.
Treat freshness and correctness as separate checks.
A process can be running while its destination is behind. Low lag also does not prove every required record is correct. Define monitoring for delivery health and validation for the data the business depends on.
Technical background: Microsoft’s SQL Server replication overview .
How the work happens
A clear path from evidence to action.
You stay involved in the decisions and understand the reasoning behind the recommendations.
-
Define the data contract
Agree datasets, consumers, freshness, acceptable interruption, and validation requirements.
-
Trace the delivery path
Investigate where time, failures, or inconsistencies enter the existing flow.
-
Test the design or fix
Measure throughput, source impact, and behavior during expected failure and recovery scenarios.
-
Prepare the operators
Put alerts, runbooks, and ownership in place for the people who will support the flow.
Before you start
Questions worth answering.
A focused conversation helps establish whether this service fits your situation.
Is replication the same as disaster recovery?
No. Replication distributes data for specific requirements. It does not by itself provide a complete backup, restore, and disaster recovery strategy.
Does CDC move the data to another system?
Change data capture records source changes. A consumer or transfer process is still needed to deliver those changes, handle errors, and validate the destination.
Can you troubleshoot an existing replication setup?
Yes. Useful starting evidence includes the topology, agent history, backlog or latency measurements, recent changes, and the time the problem began.
Related services
Follow the problem to the right next step.
Some issues span more than one part of the environment. We can combine the relevant work in one agreed scope.
Performance tuning
Get to the cause of slow applications.
Start here when
Performance changes without warning.
Explore performance tuning
High availability & disaster recovery
Know how recovery will actually work.
Start here when
Backups exist, but restores are rarely tested.
Explore high availability & disaster recovery
Tell us what is getting in the way.
A slow application, recurring incident, upcoming change, or process your team wants to improve. Start with a short description.