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Client: A large cleaning company with hundreds of employees managing complex daily logistics.
Challenge: The client coordinated a large, multi-site workforce with manual scheduling and risky manual payroll.
They needed to automate these core processes without interrupting daily operations.
Our Role: Served as the strategic technical partner to audit workflows, build a custom AI-powered operations platform, and ensure smooth integration into their daily routine.
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Before: Managers spent hours daily manually coordinating resources and assignments.
After: Automated daily crew, location, and equipment assignments (AI-powered).
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Before: Manual payroll calculations led to frequent errors, compliance risks, and employee frustration.
After: Automated, compliant payroll replaced error-prone manual accounting.
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Before: Growth limited by administrative capacity and manual process bottlenecks.
After: Grew capacity without adding admin staff or operational risk.
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Before: Leadership consumed by daily operational chaos, leaving no bandwidth for growth initiatives.
After: Managers shifted from daily firefighting to strategic growth.
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| 🔍 Interactive Audit | 📋 Strategic Plan | ✅ Execute & Track | | --- | --- | --- | | • Ran onsite sessions to observe daily operations and map manual workflows | • Built phased roadmap to digitize workflows and create operational core | • Led team execution with milestone-based progress tracking | | • Used AI analysis and onsite insights to identify automation opportunities | • Designed automation plan with each stage delivering standalone value | • Bi-weekly reviews to demo features, review KPIs, and plan next steps | | • Defined core mission: transform paper coordination into streamlined system | • Validated plan with client, translating daily operations into buildable platform | • Used feedback and performance data to iterate without disrupting operations |
This project shows how the right technical partnership can transform foundational business operations from a source of stress into a scalable asset.
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The most critical step wasn't building the platform. It was deeply understanding the client’s daily grind.
By mapping every manual task first, we ensured the solution solved real problems, not just hypothetical ones.
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We built the system in clear phases, starting with the core team scheduler that eliminated daily chaos.
This delivered immediate value and created the data foundation for the next phase: fully automated, compliant payroll and team management.
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