Confidence comes from independent review. At every stage, a separate checker audits the work before it moves forward — so what reaches your team is accurate, complete, and trustworthy.
Each gate is run by an independent agent with a single job: verify the work honestly
Before any work begins, the inputs are assessed for coverage and clarity. Gaps and conflicts are surfaced early — so the team isn't building on shaky ground.
Confirms every requirement and KPI is backed by real evidence in the inputs, with a clear trace to its source. Invented or unsupported detail is flagged.
Independently audits every source-to-target mapping against the requirements and data models, returning a clear pass, pass-with-warnings, or fail verdict.
Scores the generated code against the approved specification across 10 quality dimensions — with hard evidence behind each score, and no inflation.
Generated code is measured against the approved specification across ten practical dimensions
Conservative by design. Scores are evidence-based and never rounded up. If something can't be proven from the specification, it isn't credited — so a high score genuinely means high quality.
Enterprise guardrails are enforced at every step — not bolted on afterwards
The agents produce files only. They never run against your production systems and never perform destructive operations.
Connection details are never written into files. Secrets stay where they belong, outside the generated output.
Personal and sensitive columns are detected automatically and flagged for masking and protection.
Clear review and sign-off gates between every phase. Nothing advances without your team's explicit approval.
Every run is versioned with immutable snapshots — complete traceability and rollback whenever you need it.
Layered quality checks — from structure to row-level reconciliation — keep the data trustworthy end to end.
Every deliverable comes with the evidence behind it. Talk to us about how OneData keeps delivery fast and accountable.
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