data · open source
AI Governance & Compliance with PostgreSQL
AI Governance & Compliance built on PostgreSQL, chosen where it genuinely fits, and swapped where it does not.
- Category
- data
- Vendor
- Open source
- Alternatives we also use
- 5
Why PostgreSQL for this
Human oversight has to be real to count. A rubber-stamp approval step is worse than none, because it manufactures the appearance of control.
PostgreSQL is strongest at it handles far more workload than teams expect, with one operational model. For ai governance & compliance that matters because the failure modes of this kind of system tend to cluster exactly there.
The honest trade-off: genuine analytical workloads past a certain scale belong in a warehouse. We say that up front because a stack chosen for fashion rather than fit becomes someone's migration project two years later. We build the smallest thing that proves the case, put it in front of real users, and expand only what earns its keep.
We hand over with runbooks, tests and a team that knows how it works, not a dependency.
The honest assessment
- What it is
- Our default database, relational, JSON, full-text and vector in one engine.
- Strongest at
- it handles far more workload than teams expect, with one operational model
- Trade-off
- genuine analytical workloads past a certain scale belong in a warehouse
- Category
- data
We are not a reseller for PostgreSQL and hold no commission on this choice. Where a different option fits your workload better, the recommendation will say so. That is the entire value of asking us.
What is included
- System inventory and risk classification
- Model cards and data provenance documentation
- Bias and fairness testing where it applies
- Human oversight and escalation design
- Evidence pack assembled for auditors
- Ongoing monitoring and incident procedures
Questions
Does the DPDP Act apply to our AI systems?
If you process personal data of individuals in India, yes, including training data and prompts. Consent, purpose limitation and data-principal rights all apply, and prompt logs are frequently the overlooked exposure.
Do we need ISO 42001?
Not always, but it is becoming a procurement expectation in enterprise and public-sector deals. It is worth pursuing when your buyers ask for it.
Can you work with our existing GRC function?
Yes. We map AI-specific controls onto the framework you already run rather than introducing a parallel one.
Alternatives for ai governance & compliance
Same capability, different stack. Each page states its own trade-off.
Building with PostgreSQL?
Bring us the workload and we will tell you whether this is the right stack for it.
Or email bd@dtrasglobal.com · call +91 74118 77878