Data Management
Data governance, quality, and master data management programs
SQL Server Architecture, Tuning, Availability and Handover

Iseyon designs, tunes and supports Microsoft SQL Server estates. SQL Server is a mature relational engine with transaction processing, columnstore indexes for analytical queries, in-memory tables, Always On availability groups, encryption at rest and in flight, auditing, and a BI stack in the box with SSIS, SSAS and SSRS. Recent releases push further into hybrid operation, with links to Azure for replication, analytics and recovery, and SQL Server 2025 continues that direction across development languages, data types and operating systems.
Most SQL Server problems Iseyon is called into are not caused by the engine. They are caused by an index strategy nobody has revisited in years, a query pattern the schema was never designed for, a recovery plan that has never been tested, or a version that is out of support and cannot be moved because nothing is documented. That work is what we do.
Iseyon delivers on Microsoft's BI stack where it is the right fit. SSIS packages for data integration, built with logging, restartability and error routing rather than a happy-path flow that fails silently at 3am. SSAS models, tabular or multidimensional, with the measure definitions agreed with the business owners instead of implied by whichever report was built first. SSRS for paginated and operational reporting where a pixel-exact document is the actual requirement. Where a workload has outgrown the stack, we say so and set out the migration path rather than extending something past its usefulness.
Iseyon designs SQL Server warehouses for analytical access patterns: star and snowflake schemas at an agreed grain, slowly changing dimension handling decided deliberately rather than by default, incremental load patterns that can be rerun safely, partitioning aligned to how the data is queried and archived, and columnstore indexes where scan-heavy workloads justify them. Load windows and reconciliation are designed in, so a failed overnight run has a defined recovery path.
Iseyon starts with evidence. A health check covers wait statistics to identify what the instance is actually waiting on, the top queries by duration, reads and frequency, index usage against missing index pressure, tempdb and memory configuration, backup and recovery state including whether restores have ever been tested, and patch and support status. The output is a prioritized list of findings with the reasoning attached, so your team can judge each recommendation instead of taking it on faith.
Iseyon provides schema and instance design, installation and configuration to a documented standard, capacity and storage layout planning, security baseline configuration, and the promotion path between environments. Where a database supports both transactional and reporting workloads, we separate them deliberately rather than leaving them to compete for the same buffer pool.
Iseyon tunes from measurement, not from a checklist. That means execution plan analysis and query rewriting, index consolidation as often as index creation, statistics and parameter sniffing issues, blocking and deadlock analysis, tempdb contention, and configuration at instance level. Query Store is used to baseline before a change and prove the effect after it, and the platform's own query processing features are applied where they help rather than assumed to help. Findings go back to the development team so the same pattern is not reintroduced in the next release.
Iseyon implements Always On availability groups, failover cluster instances, log shipping and backup strategies chosen against your recovery time and recovery point objectives rather than a default template. Failover is tested, not assumed. Recovery runbooks are written for the people who will be woken up, and the gap between what the business believes it has and what the configuration actually provides is documented before it is discovered during an incident.
Iseyon configures encryption at rest and in transit, column-level protection where sensitive fields need it, role-based access with permissions granted to roles rather than to individuals, auditing that a reviewer can read, and separation of duties between application, administration and reporting access. Configuration is documented so an auditor's question has an answer that does not require an investigation.
Iseyon plans upgrades and migrations for estates that cannot afford surprises: compatibility assessment, Query Store baselines captured before the move and compared after it, compatibility level changed as a controlled step rather than as part of the upgrade, rehearsed cutover with a rollback plan, and a clear evaluation of whether the destination should be a newer SQL Server, Azure SQL Managed Instance or a different platform entirely. We will tell you when staying put is the better answer.
Iseyon works toward your team running the estate. That means monitoring and alerting that fires on conditions worth waking someone for, maintenance jobs for backups, integrity checks, index and statistics work, documented configuration standards, runbooks for the failure modes seen during the engagement, and training for the DBAs and developers who own it next. Ongoing support continues where a client wants it, but not because the platform cannot be run without us.
| Capability Area | SQL Server 2016 | SQL Server 2019 | SQL Server 2022 |
|---|---|---|---|
| Query and performance features | Core engine with T-SQL and OLTP performance, Query Store introduced | Adds intelligent query processing and data virtualization (PolyBase) | Builds on that work with further Query Store and optimizer refinements |
| High availability and disaster recovery | Always On availability groups, with basic availability groups in Standard edition | Read scale-out and replication improvements | Contained availability groups and deeper hybrid recovery options |
| Cloud and hybrid integration | On-premises focused | Some hybrid capability and big data clusters | Native Azure integration including Synapse Link and managed instance link |
| Security and compliance | Security baseline with transparent data encryption and role-based control | Expanded encryption support and auditing | Broader authentication and encryption options with wider compliance tooling |
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