
The core challenge was integrating fragmented and heterogeneous data sources — public tenders, competitor websites, industry databases, and internal CRM/sales data — into a reliable platform within the complex electrical power systems domain (MV/LV switchgear, circuit breakers, transformers).
Additional complexity came from inconsistent competitor nomenclature, frequent specification changes, regional regulatory variation across global markets, data security and compliance requirements, and the need to serve both technical engineers and commercial users with a single interface — all while meeting the scalability, reliability, and governance standards expected in a Fortune 500 environment.
Followed a user-centric, iterative, data-first methodology beginning with deep requirements gathering across cross-functional stakeholders to define key use cases: competitor benchmarking, pricing optimization, and product specification decisions. Platform architecture was built to aggregate and normalize internal and external data in near real-time via automated scraping, APIs, and manual validation workflows. Development followed an agile framework with frequent prototyping and user testing. Strong emphasis was placed on data governance, quality controls, role-based access, and enterprise system integration. Deployment was supported by targeted training programs and success metrics tied to win rates, decision cycle speed, and product-market alignment.
Kindly fill out the form below.