10+ Enterprise Transformations

Each transformation below started with a specific business problem and ended with measurable outcomes — cost savings, revenue growth, or capability that did not exist before.

  1. 01

    SaaS Platform Re-Architecture

    2022–Present
    OpenLM

    Before: Legacy monolith with a 1,000-user ceiling serving SMB customers.

    Outcome: Microservices-based, cloud-native SaaS platform — unlimited scale, enterprise market entry, ARR per customer up from $2K–$5K to $35K+.

    SaaSMicroservicesKafkaSparkAI
  2. 02

    Real-Time Analytics Platform

    2022–Present
    OpenLM

    Before: Twice-daily batch reporting with no real-time visibility for customers.

    Outcome: Streaming analytics platform delivering live insights — improved decision speed and customer adoption.

    StreamingKafkaSparkBI
  3. 03

    NLP-Based Conversational BI Interface

    2023–Present
    OpenLM

    Before: Complex BI requiring analyst expertise to query — limiting self-service adoption.

    Outcome: NLP/MCP reporting interface converting BI queries into plain language — improved usability and reduced support overhead.

    NLPLLMProduct Innovation
  4. 04

    Enterprise Digital Backbone (IPO Transition)

    2019–2022
    Gunung Raja Paksi, Indonesia

    Before: 50-year-old steel plant preparing for public listing with fragmented, siloed data across departments.

    Outcome: ERP re-architected across 25+ departments; unified C-suite dashboards enabled data-driven strategic decisions during IPO.

    ERPBIIndustry 4.0IPO
  5. 05

    AI-Driven Procurement Intelligence

    2019–2022
    Gunung Raja Paksi, Indonesia

    Before: Manual procurement with high cost volatility and months-long decision cycles.

    Outcome: $1M+ annual savings — predictive scrap pricing and FX forecasting reduced procurement cycle from months to days.

    AI/MLProcurementPredictive Analytics
  6. 06

    Inventory & Asset Digitalization

    2019–2022
    Gunung Raja Paksi, Indonesia

    Before: Manual inventory reconciliation with poor stock visibility across the plant.

    Outcome: 80% improvement in inventory movement — QR-code tracking and mobile asset management enabled just-in-time availability.

    IoTMobileOperations
  7. 07

    Industry 4.0 — Drone & Digital Twin

    2015–2018
    Tata Steel, India

    Before: Brownfield plant engineering relying on manual surveying over 800+ acres with high rework rates.

    Outcome: Industry-first drone-based 3D modelling system — recovered ~30% revenue leakage, reduced engineering rework by 20%.

    DronesLiDARBIMDigital Twin
  8. 08

    CAD & Engineering Automation

    2005–2015
    M. N. Dastur & Co.

    Before: Manual drafting workflows across multi-discipline engineering teams causing slow delivery cycles.

    Outcome: Engineering delivery cycles cut by 30%; workforce dependency reduced by 68% through scripted CAD automation.

    CAD AutomationBIMAutoLISP
  9. 09

    World-First Photogrammetry Platform

    2000–2005
    Cadworld / Google (Canada)

    Before: No established pipeline for integrating satellite + aerial imagery for 3D mapping at global scale.

    Outcome: First-ever satellite + aerial photogrammetry integration — contributed to Google 3D Maps; productivity improved 50%.

    PhotogrammetryGISGoogleWorld-First
  10. 10

    Executive Dashboards at Scale

    Ongoing
    Multiple engagements

    Before: Siloed reporting, conflicting KPI definitions, and manual deck preparation slowing C-suite decisions.

    Outcome: Governed semantic models and standardized KPIs — 85%+ monthly active executive adoption within two quarters.

    Power BIQuickSightGovernanceExecutive BI