Real projects. Real results.

Advisory team spending 40% of working hours on routine portfolio queries. Average response time exceeded 4 hours for simple questions about balance, document status, and fee breakdowns — creating unnecessary friction in the client relationship.

Manual contract review averaging 6+ hours per document. Obligation tracking error rate at 12%, representing material risk exposure on every engagement. The review team processed 80–120 contracts per month with no structured tooling.

ICU alert fatigue — 300+ monitoring alerts per unit per day, 68% false alarms. Critical alerts were buried in the noise. The base monitoring infrastructure generated threshold alerts with no contextual intelligence, and staff were silencing alarms as a coping mechanism.

High bounce rate on property listings combined with a 60% no-show rate for in-person visits. The platform had strong organic traffic but thin conversion: buyers had no way to evaluate properties in depth before committing to a visit, and agents were following up cold with no context about buyer intent.

Manual claims processing averaging 5 business days from submission to adjuster assignment. High variability in damage assessment categorization — similar damage types were being routed to different adjuster tiers, creating inconsistent settlement timelines and adjuster workload imbalances.

Inventory stockouts running at 8% and overstock waste at 14%. Demand planning was based on spreadsheet extrapolation and category manager intuition — no systematic use of sales history, seasonality, or external signals. SKU-level accuracy was insufficient for procurement planning.

Manual KYC verification taking 48+ hours per application. Compliance team reviewing 200+ documents daily with no structured tooling — document classification, data extraction, and sanctions screening were all done manually in sequence.

Keyword-based site search returning irrelevant results. 40% of search sessions ending without a click. No semantic understanding of product relationships — a search for "office chair with lumbar support" would return results based on keyword overlap rather than product characteristics.

No real-time visibility into a fleet of 400+ vehicles. Dispatch planning done manually from driver phone calls. 22% empty miles on return legs due to lack of demand visibility at the time of dispatch. No systematic tracking of delivery completion or vehicle utilization.

Recruiters spending 6+ hours daily on resume screening. 300+ applications per open role with no structured ranking — all assessment was manual, resulting in inconsistent criteria application across reviewers and slow time-to-shortlist.

50,000+ posts per day requiring moderation review. Manual moderation team averaging a 4-hour review latency. Policy violations slipping through due to volume overwhelm, and moderator burnout from sustained exposure to high-volume harmful content.

One-size-fits-all course structure with 62% dropout rate after module 3. No personalization based on learner performance — all learners received the same content in the same sequence regardless of prior knowledge, pace, or demonstrated understanding.

Paper-based application processing with 15-day average turnaround from submission to department assignment. Documents misrouted 18% of the time, creating rework cycles. No digital record of document status or processing history.

No granular visibility into energy usage across 12 manufacturing units. Monthly utility bills were the only data source for energy management decisions. Equipment inefficiency and abnormal consumption events went undetected until billing cycles revealed aggregate anomalies.

An established digital trust services provider needed a cross-platform mobile application for their enterprise electronic signature platform. The existing native apps had diverged in feature parity, and the company needed a unified codebase that could handle PDF rendering, cryptographic signing operations, biometric authentication, and offline document queuing — all while meeting compliance requirements for qualified electronic signatures across multiple jurisdictions.

A skincare retail startup launching in India needed a custom e-commerce platform that went beyond standard Shopify capabilities. They required a routine builder tool, cultural formula browsing (organizing products by origin — Indian, Korean, Japanese), an educational content section, and a design system that reflected premium positioning. Off-the-shelf platforms could not accommodate the custom product discovery flows.

An edtech startup building school-specific exam preparation needed a React frontend for two applications — a student-facing exam prep app and a parent dashboard. The platform differentiator was curriculum aligned precisely to each partnered school's exam schedule, combined with AI-powered engagement monitoring during live video classes. The existing prototype was not production-ready.