Case Study · AI-Powered HR Management
How PNAC's AI-powered HR advisory transformed a fast-scaling Bangalore tech firm from a people operations liability into a data-driven strategic HR powerhouse, in under twelve months.
Client Brief
A product-led SaaS company in Bangalore's Whitefield corridor had scaled from 80 to 300 employees in eighteen months following a Series B raise. Its HR infrastructure had not kept pace. Performance reviews were distrusted. Payroll ran on spreadsheets across three cost centres. Engineering attrition was approaching 38 percent. Compliance across Karnataka's labour statutes was reactive. The company had an HR manager but no HR strategy. Leadership engaged PNAC as their HR advisory and HR consulting partner to deploy an AI-powered transformation that would permanently reposition HR as a strategic business partner.
What Was Holding Them Back
Every rapidly scaling technology company in Bangalore carries a version of these risks. For this client, six distinct people challenges had compounded simultaneously across their Whitefield office.
No AI-Enabled HR Infrastructure
All HR workflows from offer letters to exit interviews were manual, email-driven, and dependent on individual memory. With 300 employees, the absence of a digital HR backbone meant every people decision was slower, less consistent, and more error-prone than the business demanded. A qualified HR consultant was needed to build the infrastructure from scratch.
Performance Management Running on Annual Reviews
The company's performance cycle consisted of a single annual review that managers dreaded and employees distrusted. High-potential engineers were receiving no developmental feedback between review cycles. Disengagement was building silently in the months between conversations. The HR partner's first diagnostic confirmed: by the time attrition was visible, the warning signs had been present for six to nine months with no system to detect them.
Karnataka Labour Law Compliance Exposure
Operations across Bangalore triggered obligations under the Karnataka Shops and Commercial Establishments Act, the Code on Wages 2019, PF and ESI regulations, and the Professional Tax Act. Documentation was inconsistent, statutory filings were overdue in multiple categories, and the organization had no HR advisory process for tracking regulatory changes. The compliance risk was significant and growing.
Payroll Complexity Across Three Cost Centres
Salary structures had evolved organically across three separate cost centres with inconsistent CTC components, misclassified allowances, and manual TDS reconciliation. Payroll errors were recurring monthly, eroding trust in the HR function and creating audit exposure. The internal HR team lacked the capacity and expertise to restructure it without a dedicated HR consulting partner.
PNAC's Approach
PNAC deployed its 360-degree AI-Powered HR Advisory framework across four structured phases: Diagnose, Design, Deploy, and Optimise. Each phase was sequenced to deliver measurable outcomes before the next began, ensuring the client saw returns from the engagement within weeks, not quarters. Zero disruption to live product delivery throughout.
Diagnose
A full HR audit across all Bangalore locations covering policies, payroll, compliance posture, and performance maturity. Delivered a prioritized ninety-day roadmap with named owners and an AI-readiness assessment, six critical risks and twelve quick wins identified within three weeks.
Design
Built the organization's first AI-ready HR operating model: role architecture, competency frameworks, Karnataka-specific compliance SOPs, structured performance cycles, and a digital policy library designed for 300 employees with deliberate headroom for 600.
Deploy
Deployed an integrated HRIS and agentic AI layer across recruitment, performance, compliance, payroll, and workforce analytics. Eight manual workflows automated. Actionable people insights generated within the first month.
Optimise
Quarterly bias audits on AI-generated people data. Monthly compliance monitoring. Live Power BI workforce dashboard. PNAC HR advisory is embedded as dedicated HR partners across four key business units.
AI-Powered Recruitment: From Weeks to Days
Recruitment agents handled sourcing, CV screening, assessment scoring, and interview scheduling. Time-to-hire for engineering roles fell from 34 days to 9 days. The HR partner retained authority over hiring decisions, cultural assessment, and offers. AI handled the process-driven 80 percent; the HR consultant handled the judgment-intensive 20 percent.
Continuous Performance Management: Real-Time Coaching Replaces Annual Reviews
A performance agent synthesised daily signals: project velocity, peer recognition, learning completions, and manager check-in scores. It generated weekly coaching prompts and flagged disengagement risk 6 to 8 weeks ahead of visibility. The annual review was replaced by quarterly structured conversations on live, bias-audited data. Engineering attrition began falling in month four.
AI Compliance Monitoring: Karnataka Statutory Obligations Automated
A regulatory monitoring agent tracked the full Karnataka and central statutory framework: Code on Wages 2019, PF and ESI, Professional Tax, Karnataka Shops and Establishments Act, and POSH obligations. It flagged policy gaps, generated filing reminders, and produced audit-ready documentation automatically. The HR advisory team moved from reactive firefighting to proactive governance. Zero statutory penalties recorded since engagement began.
Workforce Analytics and HR Business Partnering
A live Power BI dashboard gave Bangalore leadership real-time visibility on headcount, attrition risk, payroll spend, and engagement trends. PNAC HR consultants were embedded as named HR partners across engineering, product, sales, and operations, attending leadership reviews and contributing to every strategic people decision. This was the moment HR became a genuine strategic business partner. Payroll was simultaneously restructured and automated: AI-assisted validation across three cost centres eliminated recurring errors within the first quarter.
PNAC did not just give us better HR processes. They changed what HR means inside this company. Decisions that used to be made on gut feel are now made on data. Managers who used to avoid performance conversations now have the intelligence and confidence to lead them. And for the first time, our board is asking HR what they see coming, not HR reporting what has already happened.
Founder and CEO, SaaS Technology Company, Bangalore
Outcomes Delivered
Within twelve months, the Bangalore organization had undergone a complete repositioning of its HR function. The following outcomes were measured at engagement milestone reviews and validated by the client's leadership team.
44% Attrition Drop and Performance Culture Transformed
Continuous AI-powered performance management and structured career paths allowed PNAC's HR partner team to intervene before disengagement became resignation. The annual review cycle was eliminated. High-potential identification time fell from 12 months to 6 weeks. Three senior engineers were promoted within the engagement period.
67% Reduction in HR Admin Overhead
Automation of 8 manual workflows and AI-assisted payroll processing freed the HR function from administrative burden. Payroll accuracy, previously a persistent employee grievance, reached near-perfect consistency across all three Bangalore cost centres within the first quarter.
Full Karnataka Statutory Compliance Achieved
Every compliance gap was closed within ninety days. Employment contracts, PF and ESI filings, Professional Tax, POSH obligations, and the Code on Wages 2019 were fully aligned. Zero statutory penalties recorded since the engagement began.
HR Achieved Board-Level Strategic Presence
The CHRO now presents live people intelligence at every board meeting. Workforce analytics inform headcount planning, GTM resourcing, and product team decisions. HR moved from cost centre reporting to strategic counsel, the outcome that every HR advisor and HR consultant in India is working toward.
Agentic Recruitment Workflow
End-to-end sourcing, screening, assessment, and scheduling automation. HR consultant oversight is retained for final hiring and offer decisions.
Continuous Performance Agent
Daily signal synthesis across project, peer, and engagement data. Real-time coaching prompts for managers. Disengagement risk scoring 6 to 8 weeks ahead of visibility.
Regulatory Monitoring Agent
Live tracking of Karnataka and central labour statutes. Automated policy gap flagging, filing reminders, and audit trail generation.
AI-Assisted Payroll Processing
Anomaly detection, CTC validation, TDS computation checks, and statutory deduction reconciliation across three cost centres.
Power BI Workforce Dashboard
Real-time leadership visibility on headcount, attrition risk, payroll spend, and engagement trends. Updated daily from the AI data layer.
HRIS Integration Layer
Unified employee data across recruitment, onboarding, performance, payroll, and offboarding. Single source of truth for all HR advisory decisions.
Work With PNAC
Join organizations across India, the United Kingdom, the United States, and Europe that have transformed their people operations with PNAC's AI-powered HR advisory, HR consulting, and HR partner services. Start with a free advisory call.
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