The key challenge was to gather raw and unstructured data and convert it into insightful analytics with recommendations for management on drug production.
About
Our client is a pharmaceutical and biotech giant delivering life-changing medicines globally. They‘ve already adopted AI to redefine medical science and look for better ways to discover, test, and accelerate potential drugs. Their new goal was to speed up the time to market for medicines, better document treatment outcomes, and decrease trial costs.
Project Overview
The client recognized that analytical data took a lot of work for scientists to find and access. This led to inefficiencies and duplication of effort. Even though the client has been proficient in using data from trials to analyze, interpret, and report on the safety and efficacy of the trial drug, they wanted to maximize the value of the data.
Our idea was for AI to provide greater access to knowledge, which helps improve collaboration, efficiency, and performance.
Custom large language models (LLMs) could improve the workflow to manage functions ranging from data interpretation to knowledge discovery. We suggested an algorithm that gathers all vital information in one place, identifies patterns on a large scale, and provides deep insights.
Results
We are still finetuning the algorithm to get better results based on historical data. The pilot tests showed decent results and improved workflow for users.
PROJECT INFO
Industry
Pharma
Location
Europe
Team Size
1 Project Manager, 1 Developer, 1 AI Engineer
Technologies
AI Predictive Models, LLM
Clients’ words
Crunch impressed me with is the quality of developers. It is simply much better than in any other company we’ve tried working with.
Klaus
CEO at YouWeWe are impressed with their performance, how they are engaged with product development, and how they care about the product.
Sebastian
Co-Founder & CTO at AccountflowIt’s been a very enjoyable experience. All has been fantastic about communicating, and working.
Marta
Consultant at GIA NetworksOur partnership with Crunch has been an invaluable resource as we’ve scaled.
Ryan
CTO at WorkDoveWhat I found in Crunch was the technical competency, ability to think outside the box, and very good English.
Garrett
COO at TabulateThey have a large impact on the whole architecture we ended up with. Overall, I’ve been pleased and impressed with everything Crunch did for us.
Kenneth
CTO at ZuarWorking with Crunch was easy. They were patient with us as we worked through the contract questions and patient again as we were getting our billing set up. The design work was elegant and the developer delivered the app we had contracted for on time and good quality.
Scott
VP of Software Engineering at Analytic IndexThe team at Crunch was very nice to work with. They worked diligently and were very professional. When questions or technical problems arose, they answered them quickly and were always ready and kind about helping us.
Miia
Business Management at Conmark SystemsCrunch developer helped us deliver an important feature for our project much faster than expected.
Rosario
VP of Engineering at ProfitapCrunch facilitated a seamless, collaborative effort throughout the project. The team maintained open lines of communication, kept detailed records of task assignments, and adhered to project timelines. Their expertise regarding both design and development sets the company apart.
Sisun
CEO at ChintechCrunch provides ongoing development support that meets project requirements as needed. Despite their offshore location, they are easy to work with and accessible through communication channels
Bob
CTO at TimegenThe best vendor we could possibly find. Crunch blends practical development with innovative design principals. Internal and external feedback to app development has been positive. They complete project milestones by the planned schedule and deliver within budget. The team’s responsive and willing to engage in productive dialogue.
Jeff
CEO at USA Software CompanyCrunch exceeded my expectations. I appreciated the developers’ resourcefulness in the face of constraints and complex requirements. The company able to deliver and complete the project successfully.
Kate
Product manager at MezoninThe project has gone smoothly so far. Crunch has an exceptional work ethic. Consequentially, they’ve been able to tackle every challenge that comes their way. They manage day-to-day work on their own well but also communicate with us regularly to make sure we’re on the same page.
Andrew
CMO at QineticsThe app Crunch worked on is clean, streamlined, and functions as intended. Crunch goes above and beyond to ensure that both teams are in tune. The passionate team crafts an enjoyable experience through their positive demeanor and effective project management skills. The team was very friendly, and working with them was a pleasure.
Ian
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