Expertise · Data Quality
Data you can
prove is right.
Quality assurance
one level above.
We make data trustworthy across its whole life: continuous testing, monitoring and validation, from daily operations to analytics to platform migrations. So every number is proven right, not just presumed to be.
Why it matters
Bad data does not announce itself.
A wrong number hides in a dashboard, slips through a migration, and surfaces only once it has already shaped a decision, a release or a go-live. When data is tested, watched and validated properly, the question stops being “do we trust this?” and the answer is simply yes. That certainty is what we build, from the daily reconciliation to the platform migration.
What we do
Quality across the whole data lifecycle.
From the first test to the go-live sign-off, handled by people who put data through its paces in production every day.
Data Testing
Automatically test data across its lifecycle, simulate application activity, and catch regressions before they reach production, so releases are faster and safer.
Data Observability & Consistency
Monitor freshness, volumes, trends and anomalies across the analytics stack, including APIs, with proactive alerts, so dashboards and KPIs stay trustworthy.
Data Validation
Prove data is correct before go-live: auto-generate source-to-target comparison scripts and auditable proof for migrations, including Oracle to PostgreSQL.
What sets our approach apart
Proof, not spot-checks, by default.
Every check we run is automated, repeatable and auditable, so the answer is the same at 3am as it is at the demo.
Issues caught in test, not production
Regressions and data faults surface before a release ships, not after users find them.
Faster, safer releases
Automated regression testing shortens the release cycle without lowering the bar on quality.
Trusted analytics
Dashboards and KPIs that reflect the source of truth, monitored for drift and anomalies.
Lower migration risk
Objective, auditable source-to-target proof, so a go-live is a decision backed by evidence, not a leap.
Less manual effort
Automation replaces manual reconciliation, so your people spend their time on the exceptions, not the checks.
Technologies & integrations
Trusted test data, ready before the test starts.
OMrun proves that your data is right. Delphix helps make sure the data you test with is secure, compliant and available fast.
OmRun
Proves the data is right
Testing, observability, validation, migration proof.
Delphix
Prepares the data you test with
Data masking, anonymization, virtualization, compliant test-data provisioning.
Delphix
Strategic Partner
Delphix is the test-data platform we run alongside OMrun, as a strategic Delphix partner. In just a few minutes, a database is cloned, anonymized and compliant, ready to be used securely and in line with GDPR and Swiss regulations.
Three ways Delphix prepares your test data
Capability 1
Data Virtualization
Provision test databases in seconds
Waiting for a full copy of production stalls every test cycle. Delphix virtualizes the database, so teams provision lightweight clones on demand instead of queuing for storage.
What you gain
- Low-impact database cloning
- Less storage, simpler infrastructure
- Faster development cycles
Capability 2
Compliance & Data Masking
Sensitive data masked before anyone tests on it
Real production data doesn’t belong in a test environment. Delphix masks and anonymizes sensitive data as environments are provisioned, built for regulated industries.
What you gain
- Dynamic data masking
- GDPR and Swiss compliance
- Safer development and testing
Capability 3
Control & Automation
Test data that keeps pace with your pipeline
Delphix plugs into CI/CD pipelines through API automation, so every run starts from fresh, compliant data without a manual request in the way.
What you gain
- CI/CD pipeline integration
- API automation
- Faster time to market
Behind the platform: a dbi team dedicated to masking and anonymization (GDPR and Swiss compliance), hands-on expertise across Oracle, SQL Server, PostgreSQL, MySQL and MariaDB, and a Delphix Lab for demos and proofs of concept. Beyond test data, Delphix also covers data protection (backup, disaster recovery, continuity). Galenica builds its data-security standards on Delphix.
The engine
OMrun. Our data-quality engine.
The engine behind everything on this page, built on three focused pillars, each addressing a distinct and critical data-quality challenge.
OMrun
Swiss Made Software
OMrun is dbi’s own data-quality platform, swiss made software labeled, and the engine behind everything on this page. It automates the testing, monitoring and validation that turn “we think it’s right” into “we can prove it is.”
Three ways OMrun protects your data quality
Pillar 1
Data Testing
Test data across its entire lifecycle, automatically
A new release, an upgrade, a platform consolidation, and regressions hide until they reach production. OMrun simulates real activity, validates outputs, and catches the failures first.
What you gain
- Fewer production incidents
- Safer, faster releases
- Early detection, real savings
Who needs this: IT team leaders where release stability is critical, e.g. tax offices and public administrations.
Pillar 2
Data Observability & Consistency
Trust every dashboard and KPI, not just some
When analytics drift from their source systems, decisions run on stale data. OMrun watches freshness, volumes, and anomalies across your whole stack, APIs included, and flags trouble the moment it appears.
What you gain
- Complete, correct, consistent data
- Dashboards and KPIs you can trust
- Alerts before anyone notices
Who needs this: CFOs and controlling teams in banking and insurance who report on real-time data.
Pillar 3
Data Validation
Prove data is correct before go-live, not after
Migrations like Oracle to PostgreSQL are high-risk, and manual checks don’t scale. OMrun generates the comparison scripts and delivers objective, auditable proof that source and target are aligned.
What you gain
- Zero-ambiguity sign-off
- Automated source-vs-target comparison
- Lower migration risk, faster acceptance
Who needs this: Project and customer managers running large-scale platform migrations.
Behind the platform: a dbi team dedicated to masking and anonymization (GDPR and Swiss compliance), hands-on expertise across Oracle, SQL Server, PostgreSQL, MySQL and MariaDB, and a Delphix Lab for demos and proofs of concept. Beyond test data, Delphix also covers data protection (backup, disaster recovery, continuity). Galenica builds its data-security standards on Delphix.
How to engage us
Three ways to put this to work.
Choose the depth of engagement that fits.
Consulting
Expert support on data quality and platform testing, on demand, whatever the complexity.
Service Level Agreement
Hand off monitoring and management with a guaranteed reaction time, backed by ISO 27001 and ISO 20000 certifications.
Technology solutions
Licenses, software, hardware and cloud for the platforms you run, sold and supported by the people who master them.
They trust us
The names that already run OMrun.
From a city administration to some of Switzerland’s most exacting finance houses, serious organizations trust OMrun with the data their decisions depend on. Stadt Zürich runs it for daily data-integrity monitoring, ledger reconciliation and data-warehouse checks.
Man Investments plc
SIX
Rothschild & Co Bank AG
Zurich Insurance Group
Man Investments plc, release cycle from quarterly to twice a month with OMrun.
[VERIFY] confirm public attribution — use only attributed to Man Investments, never generalised
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dbi services didn’t just solve our database challenge — they helped us see the full architecture of what our data platform could become.
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Their engineers speak our language — business outcomes first, technology second. That’s rare and invaluable at the board level.
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We went from reactive firefighting to a proactive, high-availability Oracle estate. dbi services made that shift possible — faster than we thought.
Data Quality · dbi services
Let’s talk about the
quality of your data.
Bring us the dashboard nobody trusts, the migration that has to be proven clean, or the daily reconciliation eating your team’s mornings. It is exactly the kind of work OMrun was built for.