AI adoption case studies

Real outcomes from corporate AI training and consulting delivered by Nirmal Rabari across BFSI, pharma, manufacturing, education, government and SMEs. Client names anonymised where NDAs apply.

BFSI 90 days RMs, compliance, ops, IT

GenAI rollout for a 5,000-person private bank

Scope: Awareness workshops, prompt libraries for RM, ops and compliance teams, AI usage policy aligned with DPDP.

Outcome: 8 hours/week saved per RM on client communication drafting. AI usage policy adopted board-wide.

5,200

People trained

8+

Hours saved/wk

100%

Policy adoption

Pharma 60 days CHRO, HRBPs, L&D

AI for HR at a global pharma manufacturer

Scope: 6-hour executive workshop + 3-hour rollouts across HRBP teams. JD drafting, shortlist automation, policy Q&A bot.

Outcome: 40% faster JD-to-offer cycle. Internal HR chatbot deflects 60% of policy questions.

40%

Cycle reduction

60%

Chatbot deflection

180

HRBPs trained

Education 3 days Professors, dept heads

AI FDP for an IIT faculty cohort

Scope: 3-day Faculty Development Program on GenAI in teaching, research assistance, ethical AI and student assessment.

Outcome: 90+ faculty certified. AI integrated into 12 courses within a semester.

90+

Faculty certified

12

Courses updated

9.4

NPS

Manufacturing 90 days Engineering, ops, finance

Microsoft 365 Copilot rollout at an engineering conglomerate

Scope: Change management, prompt libraries by function, guardrails for IP-sensitive documents.

Outcome: Copilot adoption from 12% to 78% in 90 days. Reporting time cut by 55%.

78%

Adoption

-55%

Reporting time

8

Sites

Government / PSU 45 days Officers, IT, audit

Cyber-security-for-AI briefings for a national PSU

Scope: Executive briefings on shadow AI, prompt injection, data classification and DPDP compliance for 1,200 officers.

Outcome: AI usage policy notified. Zero data-leak incidents in the following 6 months.

1,200

Officers briefed

0

Incidents

22

Locations

SME / Startups 60 days Founders, sales, RevOps

AI automation for a 120-person B2B SaaS

Scope: n8n + Claude agents for lead capture, follow-up, quote drafting and CRM hygiene. Sales team training bundled.

Outcome: 3x qualified pipeline in 60 days. 22 hours/week returned to the sales team.

3x

Pipeline growth

22

Hours returned/wk

6

Agents shipped

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