Resources · Workforce Intelligence

Guides and reading for planning India’s workforce.

Buying guides, capability measurement and the rupee economics of hire-versus-upskill — for HR leaders, founders and CFOs in Indian companies of 200 to 2,000 employees.

See SKILWI in action

A walkthrough of the skill graph, the hire-vs-upskill Decision Engine, and workforce dashboards.

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How to evaluate an HRMS in India: a buyer’s checklist

Eight modules to test with real data, the questions that expose a weak vendor, and the DPDP and statutory compliance items an Indian buyer cannot skip. A working checklist, not a listicle.

The end of gut-feel hiring: skill intelligence vs resume matching

Titles and resumes no longer predict who can do the work. How rupee-based skill intelligence is replacing resume matching in India’s mid-market, why job titles mislead, and how HR turns capability into a CFO-ready hire-vs-upskill number.

Agentic AI in HR vs DPDP 2023: automate without leaking employee data

India’s DPDP Act 2023 makes every HR AI tool that touches employee PII a compliance risk. How to tell a data-leaking chatbot from a governed, anonymised agent, plus the vendor checklist to stay compliant while automating workforce decisions.

HR problems SKILWI solves

The recurring problems Indian HR teams bring to us, mapped to what SKILWI actually does about each one: skill gaps you cannot see, hire-vs-upskill decisions made on gut, offers that fall through, and reporting that never reaches a rupee number.

All-in-one HRMS vs. point solutions: what actually changes

Most HR teams don’t choose between one platform and no tools. They choose between one platform and four or five that don’t talk to each other. A balanced look, including when point solutions genuinely win.

Resume writing techniques that get you shortlisted

Most resumes are read by software before they are read by a person. How to name your skills, prove them with a number, and tailor each application so you clear both the machine pass and the human scan.

Meet Agent Skye: what AI in HR actually looks like

Most “AI in HR” is a chatbot bolted onto an old HRMS. Agent Skye is a governed AI agent that drafts hire-vs-upskill decisions in rupees, and never sees an employee’s name or salary. How agentic AI works safely under DPDP 2023.

SHRM India Skill Intelligence Report 2026: what it really confirms

Nearly half of Indian organisations now name capability measurement as their single largest barrier to skill-based planning. What the report confirms, what it leaves to platforms, and why measurement must end in a rupee number.

What is workforce intelligence? A definition for India’s mid-market

Workforce intelligence turns workforce data — skills, gaps, costs — into decisions in rupees, not slides. A plain definition, the four jobs a platform actually does, and why India’s 8M mid-market employees need it first.

See what SKILWI surfaces about your team

A 30-minute walkthrough on a team like yours. In rupees, before you commit to anything.

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