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In Depth

How we solved it, step by step

A closer look at the challenge, process, and results behind a few of our featured projects.

AI Mental Health Platform

Healthcare
AI Mental Health Platform

Challenge

A care network needed a way to triage patient mood check-ins between therapy sessions without overwhelming clinical staff.

Solution

A conversational AI intake tool that flags urgent cases for clinicians and logs trends for lower-priority check-ins automatically.

Process

Six-month build: discovery with clinical staff, HIPAA-aware architecture planning, iterative model tuning, and phased rollout across three clinics.

Technology

OpenAI · LangChain · Next.js · PostgreSQL

Results

Clinical response time to urgent flags dropped from days to under two hours, with 90% patient adoption within the first quarter.

Property Marketplace

Real Estate
Property Marketplace

Challenge

A regional real estate group relied on outdated listing spreadsheets shared over email, losing leads to slower response times.

Solution

A searchable marketplace with instant tour scheduling, saved searches, and agent-lead matching built in.

Process

Five-month build: competitive research, wireframes validated with agents, iterative design, and a phased data migration from spreadsheets.

Technology

React · Node.js · MongoDB · AWS

Results

Lead response time dropped from 48 hours to under 20 minutes; the marketplace is now the group's top lead source.

Inventory Management System

Retail
Inventory Management

Challenge

A multi-warehouse retailer had no real-time visibility into stock levels, leading to overselling and manual reconciliation.

Solution

A centralized inventory dashboard syncing every warehouse and sales channel in real time, with automated low-stock alerts.

Process

Four-month build: process mapping with warehouse staff, API integrations with existing POS systems, and staged rollout per location.

Technology

Vue · Laravel · MySQL · Redis

Results

Stock discrepancies dropped by 87%, and overselling incidents were effectively eliminated within the first month.

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