Test environment and data management for teams held up by unstable environments or unusable data. PinnacleQM provides ready environments and realistic, privacy-safe data when each test cycle needs them.
30+years of international
IT experience
Many delays blamed on testing are really environment and data problems: shared environments that break, refreshes that take weeks, and test data that is unrealistic or contains personal information that cannot legally be used. Teams wait while budgets drain.
PinnacleQM manages environment readiness and promotion, and uses Enigma to obfuscate and scale production data with referential integrity. Teams test with realistic data at volume, without exposing anyone and without waiting for environments or data refreshes.
Environments and data are the foundations of testing. We manage them so every test cycle starts on time with what it needs.
Tested on obfuscated production-scale data.
Obfuscated production data behaves like the real thing, avoiding false results. Tests find the defects real users would meet.
Personal information is removed while records stay connected and usable. Offshore and partner teams can use it safely.
Data is scaled for migration, performance and regression testing. Performance and migration tests reflect reality.
Readiness checks and booking reduce clashes and downtime. Teams stop losing days to broken shared environments.
Automated data creation and refresh shorten wait times between cycles. Test cycles start on time.
Data stays in its country of origin where required. Residency requirements are respected in every environment.
Six services that keep testing supplied with what it needs.
We manage environment availability, booking, configuration and promotion, with readiness checks before each test cycle and coordination across teams and vendors. Conflicts between teams are resolved before they cause delays.
Enigma replaces personal and sensitive data, including nicknames and free-text fields, while keeping referential integrity, so records remain connected and tests behave exactly as they would in production across systems.
We scale production data sets and generate realistic data at volume for performance, migration and regression testing, so tests reflect genuine production demand without ever copying real records or personal data.
Enigma supports end-to-end data migration, reconciling source and target data to prove completeness and accuracy. Rehearsals reduce cut-over risk, and business owners get retained evidence that nothing was lost in transfer.
HealthTest obfuscates patient data and automates HL7 message validation, creating scripts and expected results, so clinical data is validated at genuine hospital volumes without exposing any patient's information in test environments.
We set access, handling and retention controls for test data, keep data in its country of origin where required and use synthetic or obfuscated data wherever practicable. Controls are auditable.
We fix the environment and data problems slowing testing today, then put controls and automation in place to prevent them returning.
Review environments, refresh cycles, data sources and privacy obligations. Priorities are set by delay and risk.
Obfuscate production data with Enigma and agree access and residency controls. Controls are documented for audit.
Supply environments and scaled data in time for each test cycle. Delays are escalated early.
Manage bookings, readiness checks, promotion and data retention. Retention rules are enforced automatically.
Automate data creation and refresh to shorten future cycle lead times. Lead times fall with every cycle.
HealthTest obfuscated production records, created full test condition variations and tested more than 5 million transactions per day, without exposing any patient information along the way.
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A state health integration re-platforming was delivered by 7 testers in 12 months against competitor estimates of 40 to 46 testers over 36 months.
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A resources company runs SAP and SuccessFactors regression every month with no testers at the keyboard and $0 additional cost.
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Tell us about your environments, data sources and privacy obligations. We will show how managed environments and obfuscated data can keep testing moving, safely and on schedule.
Mention your key systems, data sensitivity and current wait times.
