For Indian IT and ITeS firms, AI’s biggest impact is on delivery economics — the link between revenue and headcount. Here’s where the efficiency is, and the governance it has to respect. (dgm implements osFoundry, a separate company’s platform — dgm is an independent integration partner, not osFoundry.)

The economic shift

The historic Indian IT model scaled by adding skilled headcount. AI loosens that link — leaner teams deliver more by automating routine work, shifting margins from headcount-linked to productivity-linked. The crucial caveat: this only happens if the delivery model actually changes, not if AI is bolted on top of the same process as extra cost. The firms that benefit redesign delivery around AI augmentation.

Where the gains are

  • Development speed — AI code generation and review.
  • Test automation — faster, broader coverage.
  • Support deflection — first-line ticket handling and agent assist in ITeS/BPO.
  • Knowledge reuse — finding and reusing solutions across projects instead of re-deriving them.

These free skilled staff for architecture, judgment and client work — the higher-value activities that move a firm up the value chain.

Efficiency within client governance

The IT-specific constraint: efficiency must be delivered within each client’s security and data-residency mandates. A faster process that breaches a client’s data rules fails the engagement. So efficiency tooling often needs to be self-hostable and region-controllable per client — the same discipline as the tooling decision.

Margins follow redesign, not bolt-on

The honest point worth repeating: AI improves margins when it augments delivery and frees people for higher-value work — raising output per person. Added as cost without changing the model, it doesn’t pay. Start with a high-volume delivery process, prove the gain within governance, and expand.

Where osFoundry fits

osFoundry supports these workflows — coding productivity, knowledge reuse, support automation — model-neutral and self-hostable so it runs in each client’s region with audit controls. It’s younger with limited independent coverage, so dgm validates fit.

How dgm helps

dgm identifies the highest-volume delivery processes to augment with AI, builds them on osFoundry with per-client residency and governance, and expands on proven value. 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 delivery efficiency.

General information, not legal advice. Confirm DPDP and client obligations with counsel before deploying.