HPSAI Transformation

Wipro Health Plan Services Private AI estate

Private AI.
Put to work.

Three on-premises NVIDIA DGX systems established a private place to run AI. Contact Center AI put it to work in member service; the WHPS AI SDLC now carries that discipline into the product portfolio.

The transformation path Select a stage
The January 2026 business case records local inference inside the estate. Contact Center AI established the operating path. The WHPS AI SDLC now carries that learning into product modernization. Programme and business-case reported: the three-system private-AI foundation and late-2025 Contact Center AI production position. Implemented delivery controls: evidence vault; MarketLink traceability spine (21 mapped rows; coverage is not completion); thirteen control gates; penetration test complete; named human release authority; evidence packaged per gate. Documented standard: seven phases and the independent-verifier model. Still to prove: verifier ownership at scale and a second product lane through the same release contract. Next: close the current MarketLink evidence package, establish the baseline, and apply the release contract to a second product lane. Authored system view · three-system count and local-model posture are programme-reported in the January 2026 business case · this is a programme record, not installation photography.

Value discipline

Value is recognized only after operating change and verified retirement.

Reusable delivery → measured adoption and operating change → verified workload retirement → recognized value. The January 2026 case models annual run rate from $55.0M to $26.5M only as workloads demonstrably retire.

Strategic target—not realized savings. Examine the conditional value case

Transformation in flight

Outcomes, dependencies, and next moves.

Current work is ordered by leadership attention. Each initiative opens to its outcome, dependency, and next action.

Loading current initiative outcomes and next actions.

Loading initiative count.

See every initiative →

Portfolio position loading. Manage portfolio updates

Product estate

Where products are operating, modernizing, and proving the next move.

Each product connects current delivery standing to its architecture, decision boundary, and evidence.

How delivery changed

Observability tells you what happened.
A control plane determines what is allowed to happen.

Governance sets the rules; the control plane enforces them.

  1. Before generation Preventive The agent cannot. Halts
  2. During generation Inline Checked while working, not after. Halts
  3. Before release Gate Nothing ships unverified. Halts
  4. After release Continuous The last line, not the control. Observes only
  1. 01Define / Classify
  2. 02Decompose / Plan
  3. 03Architect / Secure
  4. 04Build / Integrate
  5. 05Validate / Test
  6. 06Package Evidence
  7. 07Release / Operate
Read the Verification Control Plane doctrine → Inspect the AI SDLC and its controls →