For Indian businesses, “self-hosted vs cloud AI” is rarely an ideological debate — it’s a compliance and operations decision, driven mostly by the DPDP Act and data residency. Here’s the grounded framework. (dgm implements osFoundry, a separate company’s platform — dgm is an independent integration partner, not osFoundry.)
At a glance
| Cloud AI | Self-hosted AI | |
|---|---|---|
| Time to start | Fast | Slower (you provision) |
| Maintenance | Low (vendor-run) | You run it |
| Data residency | Depends on vendor’s India region | Full control (deploy in India) |
| Best for | Non-sensitive, productivity use | DPDP/RBI-sensitive, regulated data |
| Cost shape | Usage fees | Infra + operations |
The residency lever
The single biggest reason Indian businesses self-host AI is control over where data and inference run. Under the DPDP Act and RBI localisation for payment data, keeping personal or regulated data in an India region is often required — and self-hosting in India is the cleanest way to guarantee it.
This matters more than it first appears because many managed AI services lack an India region. As covered in osFoundry vs Amazon Q, some enterprise assistants process data abroad with no India option. For those, self-hosting isn’t a preference — it’s the only true residency route.
The trade-off, honestly
Self-hosting isn’t free of cost — it means running the infrastructure: provisioning, scaling, security and maintenance. That needs capability and carries operational cost. Cloud AI removes most of that burden and is faster to start. So:
- Choose cloud when speed and low maintenance matter most and either the data isn’t residency-sensitive or the service genuinely offers India residency with the controls you need.
- Choose self-hosting when DPDP/RBI/SEBI obligations require in-country data and inference, or the service has no India region.
osFoundry supports both
osFoundry is built for this choice. Its managed cloud regions are US, EU and Japan — there is no managed India region — so for India residency it runs self-hosted under BYO Cloud in your own AWS/GCP/Azure India region, with your own keys (see AI data residency in India). For non-sensitive use, the managed option is faster. The same platform covers both ends, so you can mix per use case. (osFoundry is younger with limited independent coverage, so dgm validates the deployment against your needs.)
How dgm helps
dgm maps your data sensitivity and obligations (DPDP, RBI, SEBI) and operational capacity, recommends the right model — managed where residency allows, self-hosted where it’s required — and implements it. Transparent pricing: $399 assessment, $3,999/month implementation, no per-seat fees (INR approximate; 18% GST for domestic clients). Explore the platform at osFoundry, or talk to dgm about the right deployment for your compliance needs.
General information, not legal advice. Confirm DPDP/RBI/SEBI obligations with qualified counsel before deciding.