Cases where the team gains capacity without being replaced

Situation

A clinic faced significant challenges with their diagnostic questionnaires, which were lengthy PDFs containing over 400 questions spread across six pages. This method led to fatigue for both clinic staff and patients, resulting in incomplete responses and difficulties in analyzing results over time.

Solution

We developed a digital application that streamlined the diagnostic process by automatically saving patient responses and generating scores for efficient tracking. Patients can complete the questionnaire at their convenience, which improves completion rates. This solution enhanced accuracy and made it easier to compare results over time, significantly improving the experience for both patients and clinic staff.

Situation

The pharmaceutical industry is grappling with high costs for field sales reps, about $71,589 a year each (an estimate based on our experience in the industry), which negatively impacts profitability. Additionally, reaching healthcare professionals (HCPs) in remote areas is increasingly challenging due to logistical constraints. HCPs also have limited availability for traditional sales visits, further diminishing the effectiveness of in-person interactions.

Solution

The AI Scientific Advisor adds capacity alongside the commercial team. It does not replace field reps. It helps reach healthcare professionals when an in-person visit does not fit the schedule, including places that are harder to cover, and it offers scientific support on demand. The sales team stays in front; the tool adds coverage and continuity.

Situation

A university professor teaching chemical dynamics was stretched thin—students needed extensive one-on-one support to solve complex problems, but with limited office hours and a growing class size, many students were left struggling without the guidance they needed to master the material.

Solution

Developed "Chemical Tutor," an AI-powered web app trained on scientific models specific to chemical dynamics. Students can now chat with their AI tutor anytime or simply snap a photo of a problem from their handbook—the AI analyzes it and provides step-by-step guidance, explanations, and solutions tailored to their learning needs. Result: 24/7 personalized support for every student, dramatically reducing the professor's workload while improving student comprehension and confidence.

Situation

A growing photography company was manually assigning incoming leads to photographers based on proximity—a time-consuming process that delayed response times and risked losing potential clients. With photographers needing to confirm availability for initial consultations, the manual back-and-forth created bottlenecks, especially when photographers didn't respond promptly.

Solution

Built a smart lead distribution system using Airtable, n8n, and Google Maps API that automatically assigns new leads to the nearest available photographer. The automation includes a 24-hour response window with automatic escalation—if a photographer doesn't accept or decline within 24 hours, the lead seamlessly routes to the next closest photographer. Result: faster client responses and less manual coordination.

Situation

Managing 50+ doctors and 500+ monthly surgeries meant the clinic owner spent entire days creating contracts—manually sorting surgeries into 3 categories, calculating totals per doctor, drafting individual agreements, and preparing emails with attachments. It was unsustainable.

Solution

An AI automation in n8n categorizes surgeries, groups and calculates totals by doctor, generates contracts, and prepares ready-to-send emails with the documents attached. 20+ hours reclaimed every month, with less repetitive administrative work.