Founder, Greenwolf Tech Labs
Harsh Khubchandani
Advises specialty pharma and operations-heavy businesses on the data, automation and AI underneath their commercial decisions. Formerly ZS Associates.
10+ years of experienceEx-ZS AssociatesClients in 18 countries
Advisory roles
Perspectives
How Harsh thinks about the work.
“The companies that win with AI won’t necessarily have better models. They’ll have better data systems feeding them.”
“The data is not the problem. The cadence is.”
“Growth doesn’t break your brand. It breaks your spreadsheet.”
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Biography
Harsh Khubchandani is the founder of Greenwolf Tech Labs, a consulting and technology firm based in New Delhi, India, that builds data systems, automation and analytics for specialty pharma commercial operations and operations-heavy businesses. He has more than 10 years of experience in pharma analytics, data and automation.
Harsh has worked with some of the world’s largest pharmaceutical companies, first at ZS Associates on specialty pharma commercial analytics (specialty pharmacy and hub data feeds, patient access, CRM reporting and claims data) and since then through Greenwolf. He also leads supplier intelligence work for companies in the nuclear supply chain, now in its fourth year, and serves as Technical Advisor to PTC, Coste Sourcing and Greenwolf Advisors.
His view of the problem is simple: most companies already have the tools; what they lack is data they trust. The weekly report gets rebuilt by hand, KPI logic lives in one person’s spreadsheet, and two teams pull the same number and get different answers. Harsh stays personally involved in every Greenwolf engagement so the business problem, the data logic and the implementation stay aligned.
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Career
ZS Associates
Specialty pharma commercial analytics for some of the largest pharmaceutical companies: specialty pharmacy and hub data, patient access analytics, CRM reporting and claims data.
Founded Greenwolf Tech Labs
Set up Greenwolf to build data foundations, workflow automation, analytics and ongoing DataOps for specialty pharma and operations-heavy businesses.
Founder, Greenwolf Tech Labs
Leads engagements across specialty pharma commercial ops, supply chain, healthcare, manufacturing and distribution, with teams in India working US and European hours.
Technical Advisor to PTC, Coste Sourcing and Greenwolf Advisors
Technical and data advisory across healthcare operations, industrial sourcing and the nuclear supply chain.
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Areas of expertise
Specialty pharma commercial ops
Specialty pharmacy and hub data diagnostics, unified event models for benefits verification, prior authorization, appeals and first fill, and dashboards for time to start, case aging and drop-off risk.
Data foundations and MDM
HCP and HCO alignment across syndicated data, CRM and hub, claims and real-world data integration, and clean master data teams can build on.
Workflow automation
Automation built around the real process, including exceptions, ownership and handoffs, which is where most automation fails.
Analytics and dashboards
Reporting that supports the decision rather than the presentation, refreshed automatically when the data changes.
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Selected work
Work Harsh and the Greenwolf team have built and still run includes:
- A supplier intelligence platform for a France-based sourcing group in the nuclear supply chain, now in its fourth year (see supplier intelligence)
- Billing automation and a clinician portal for a US behavioural health provider (see the clinician portal case study)
- Delivery route optimisation and paid search for a UK ecommerce operation
- Event, estimating and field workflow apps for manufacturers, distributors and service businesses across the US, UK and India
- Patient access reporting for a specialty therapy provider, cutting manual work by 60 to 80 percent
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Writing by Harsh Khubchandani
Harsh writes about specialty pharma data, patient access and commercial operations. Selected articles:
- Patient journey analytics: KPIs, dashboards and how to build it
- Patient tokenization in specialty pharma
- Prescription abandonment vs reversal in specialty pharma
- Commercial analytics problems pharma teams still struggle with
- Pharma commercial analytics
- Specialty pharmacy data analytics
- Data quality challenges in pharma MDM, and how to fix them
- AI for Veeva CRM analytics and next best action
All articles are listed on Harsh’s author page, and he publishes regularly on LinkedIn.
Featured on LinkedIn
Recent commentary.
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Talk to Harsh about your data
If your weekly report is rebuilt by hand or two teams get different answers from the same data, tell us what it looks like today.
A reply from Harsh or the team, usually within one working day.