Case Studies & System Architectures

Unstructured PDFs exhibited varying layouts, non-standard tabular formats, and inconsistent handwriting stamps. Off-the-shelf OCR tools produced high error rates on nested financial tables, and manual human verification slowed overall cycle times.

The deployed solution automatically ingests documents from email inboxes and SFTP endpoints, classifies document types, extracts key-value pairs and tabular line items, validates totals against ERP databases, and flags only low-confidence discrepancies for human review.

Data silos between finance, warehouse, and sales departments led to duplicate purchasing, inventory write-offs, and prolonged end-of-month financial closing procedures. Legacy tools lacked modern APIs and role-based security controls.

We engineered a bespoke, cloud-native Enterprise Management Platform featuring double-entry financial ledgers, real-time multi-branch inventory tracking, automated purchase requisition workflows, and custom executive reporting dashboards.

Previous web-based mobile forms failed completely in low-connectivity areas, causing lost technician logs, delayed invoicing, and customer billing disputes.

We delivered cross-platform iOS and Android mobile apps for technicians alongside an interactive dispatcher web console featuring real-time map tracking, automated route scheduling, and instantaneous digital job completion sign-offs.

Clients experienced friction navigating fragmented communication channels, while internal teams struggled to maintain document versioning, security compliance, and timely billing records.

We built a branded self-service customer portal enabling clients to securely upload encrypted documents, review project milestone deliverables, approve scope changes, and pay invoices online via credit card or ACH.

Process handoffs lacked visibility, SLAs were routinely missed without alert triggers, and staff spent substantial time performing manual data copying between legacy desktop tools and cloud apps.

We developed an enterprise workflow management system that automatically routes requests through multi-level approval hierarchies, performs automated database validations, and triggers notifications via Slack and email.

Manual barcode scanning required direct line-of-sight and physical handling of each item, making frequent cycle counts operationally prohibitive and leaving asset locations uncertain between annual audits.

We deployed an end-to-end RFID asset management platform that reads tagged assets automatically as they pass through facility portals and enables warehouse staff to conduct complete aisle counts in minutes using handheld sleds.

Legacy EHR systems lacked modern patient-facing interfaces, third-party video tools lacked HIPAA compliance agreements, and phone-based intake created patient check-in delays.

We built a patient portal and mobile app alongside a clinical provider dashboard that allows doctors to conduct encrypted video visits, review patient medical histories, and securely document consultation notes.

Lack of real-time machine visibility meant micro-stoppages went unnoticed, scrap defects compounded before detection, and calculating Overall Equipment Effectiveness (OEE) was a slow, retrospective exercise.

We delivered a plant-wide Smart Factory Platform featuring live touchscreen operator terminals at each machine, real-time OEE analytics for supervisors, and automated alerts for temperature and vibration anomalies.

Planning routes manually for dozens of vehicles with varying package capacities, traffic conditions, and strict customer delivery time windows was slow and led to high fuel consumption.

We engineered an end-to-end dispatch system that automatically optimizes delivery sequences, dispatches jobs to driver mobile apps, tracks live vehicle GPS coordinates, and collects digital signature and photo proof of delivery.

Building a SaaS platform from scratch requires extensive foundational infrastructure before core differentiating features can be developed. Substandard early code would require expensive rewrites during growth.

We designed, built, and launched the complete B2B SaaS application in under ten weeks, equipping the startup with an intuitive user interface, multi-tenant security, subscription management, and developer API documentation.