Run, evolve, modernize.
Application, platform, and infrastructure run services with engineering muscle. Built on engineering KPIs, not ticket SLAs.
Outcomes we are accountable to
- Predictable run economics over multi-year horizons
- A transparent path from run to renewal
- Engineering improvements, not just ticket throughput
Capabilities
What we deliver inside this practice.
- Application managed services
- Cloud and infrastructure operations
- Database and data platform run
- Service desk and L1–L3 support
- Continuous modernization roadmaps
Engineering perspectives
Reading from the work.
Lineage Without Decision State Fails Audits
Your registry can prove a model existed. It cannot prove what an approver reviewed before clicking approve. That gap surfaces during the first serious audit, six months after the promotion, when nobody in the room can reconstruct the screen the approver saw. Here is the record-design fix.
Your Registry Cannot Reconstruct the Approver's Screen
Six weeks after a credit model goes live, an auditor asks what the approver actually saw before clicking approve. The registry has the artefact, the metrics, the dataset hash. None of that reconstructs the screen. This is a recording discipline problem, not a tooling one, and the fix is a separate immutable record of decision state.
The Approval Click Needs Its Own Event
Your model registry knows the version, the metrics, and the dataset hash. It does not know what the approver was looking at when they clicked approve. Six months later, that is the gap an auditor will sit in. Here is the event you should have been writing all along, and what belongs inside it.
Talk to us about managed services.
Most engagements start with a working session — not a sales pitch. We will be back to you within two business days, with a senior engineer or partner on the call.
- For RFPs and assessmentsrfp@dezynum.com
- Direct linehello@dezynum.com