10 years of service
The foundation of innovation lies in gaining insights and approaching challenges from fresh perspectives. We offer our clients exceptional opportunities to proactively tackle change, make meaningful impacts, and turn their data into meaningful insights.
Why Us
Our Experience
Our team of consultants begins by conducting an in-depth analysis of the company's data analytics infrastructure and identifying areas for improvement. We then work with the company to establish key performance indicators (KPIs) that will help them measure the success of their analytics efforts.
Next, we develop a customized data analytics strategy that leverages cutting-edge technology and methodologies to address the company's specific needs.
Our Approach
Throughout the process, we prioritize clear communication and collaboration with the client to ensure they are fully engaged and informed. With our 360-degree data analytics consulting service in action, we help our clients equipped with the tools and knowledge they need to turn their data into valuable assets.
Machine LeARNING solutions
At FutureOptions, our AI and Analytics services fuse comprehensive ML solutions with industry and domain expertise to enable seamless human-machine collaboration.
Our team of experienced cloud engineers and architects works with clients to identify opportunities to optimize their cloud infrastructure, reduce costs, and improve performance.
Testimonials
Evolution Rx
Industry: Healthcare & Life Sciences
Solution: Subject Retention
Platform Use Case: Lakehouse, Delta Lake, Machine Learning
Cloud: AWS
"Before partnering with Connect-360 from Future Options, we were struggling with suboptimal utilization of our internal clinical site space, which was affecting our revenue and ability to serve subjects efficiently.
With the help of Connect-360, we were able to create a data-driven solution that transformed our operations. One of the key benefits of Connect-360 was the analytical interface it provided, which allowed us to visualize our site collection pods and calculate occupancy based on various factors such as appointment time, required space, support staff, and workstations.
This allowed us to optimize our space utilization and increase revenue by $189 thousand in just six months, with 620 additional appointments. In addition, Connect-360 helped us optimize our scheduling and appointment process by implementing a centralized intake team, an online scheduling tool, and an allocation template for scheduling time in four-hour blocks. This resulted in an annual revenue increase of $8.3 million and 53 thousand appointments, with 30 thousand online schedules and a 39 percent patient satisfaction rate growth.
Overall, Connect-360 has been instrumental in our success, and we highly recommend their services to any organization looking to optimize their operations and increase revenue".
CEO - Greg Ingle, Evolution RX
Success Stories
Barclays
Industry: Banking
Solution: Propensity Scoring Model
Platform: Hadoop, Apache Spark, Python, EMR
Cloud: AWS
To achieve the business objectives of enhancing the conversion rate of consumer loan products, generating precise prediction scores for the customer base, and assessing the added business value for different client segments, an end-to-end solution was proposed and executed.
Challenge:
The task at hand required processing a large amount of unstructured data, involving tens of millions of transactional records and hundreds of millions of links across the client network. The challenge demanded sophisticated technical solutions as conventional statistical methods, such as regression and segmentation, and relational databases were not sufficient.
Solution:
The proposed solution was a unique propensity-to-buy model, which leveraged advanced machine learning methods to model client behavior and social similarity networks. Through this approach, we were able to identify client microsegments and develop accurate predictions for the customer base.
"Congratulations to Future Options Consultancy delivery team for successfully addressing the business needs of Barclays Bank by providing an innovative solution to improve conversion rates, generate accurate prediction scores, and evaluate added business value for different client segments.
Your team's ability to recognize the challenge of processing a huge volume of unstructured data and the limitations of conventional statistical methods is commendable.
Your team's technical expertise, innovative thinking, and ability to execute complex computations are impressive and invaluable to your clients. Congratulations on your success!"
Maddy Narahari - Data Architect
ezTrialPay
Industry: Finance
Solution: Fraud Detection
Platform: Databricks, Apache Spark, SQL
Cloud: AZURE
The collaboration between Future Options and ezTrialPay to implement a new approach to fraud prevention using big data analytics and machine learning is an excellent example of how technology can help businesses tackle complex problems. By leveraging Databricks, Apache Spark, and SQL on the Azure cloud, Future Options was able to design, build, and implement a comprehensive fraud prevention blueprint that helped ezTrialPay detect and prevent fraud in real-time.
One of the key advantages of this approach was the ability to build identity graphs and contextual views of each transaction. This allowed ezTrialPay to gain a better understanding of their users' behavior and identify suspicious patterns that could indicate fraud. By leveraging machine learning algorithms, the platform was able to detect fraud in real-time and intervene before any damage was done.
Another significant benefit of this approach was the scalability of the solution. By using cloud-based technology, Future Options was able to build a platform that could handle a large volume of transactions and scale up or down as needed. This ensured that ezTrialPay could continue to grow its business while maintaining its fraud prevention efforts.
The success story of ezTrialPay and Future Options demonstrates the power of big data analytics and machine learning in fraud prevention. By using these technologies, businesses can build more effective fraud prevention systems that are scalable, efficient, and able to act in real-time to prevent losses.
Evolution RX
Industry: Life Sciences
Solution: Bio-Banking
Platform: ChatGPT, dbt, Snowflake, Sisense
Cloud: AWS
One of our Biotech client is a leading research organization conducting a large-scale clinical trial focused on diabetes treatment. The trial involves collecting and analyzing various biological samples from participants to gain insights into disease progression and treatment efficacy. To ensure efficient sample tracking and management, our Biotech reached out to us and we help them implement a state-of-the-art biobanking/sample inventory management system.
Challenge:
Client faced numerous challenges in managing the vast amount of samples collected during the diabetes clinical trial. These challenges included:
- Sample Tracking: Tracking and maintaining an accurate record of thousands of samples, ensuring their integrity and preventing any loss or misplacement.
- Inventory Management: Effectively managing the inventory of different sample types, ensuring proper storage conditions, and minimizing wastage.
- Data Accessibility: Ensuring easy access to sample information, such as patient demographics, collection dates, and associated metadata, for efficient analysis and reporting.
- Compliance and Security: Complying with strict regulatory requirements and ensuring data security and confidentiality throughout the clinical trial process.
Solution:
Our solution included the following key components:
Sample Tracking and Management:
- We deployed a robust sample tracking system that utilized barcodes and RFID technology to uniquely identify and track each sample throughout its lifecycle.
- Real-time sample location tracking enabled quick retrieval and reduced the risk of misplacement or loss.
- The system incorporated automated alerts for sample expiry dates, ensuring timely sample utilization and preventing wastage.
Inventory Management and Storage Optimization:
- We, Future Options, implemented an advanced inventory management module that optimized the storage and distribution of different sample types based on specific storage requirements.
- The system integrated temperature and humidity sensors, ensuring samples were stored under appropriate conditions to maintain sample integrity.
Data Accessibility and Analytics:
- The biobanking system provided a user-friendly interface, allowing researchers to easily search, access, and retrieve sample information and associated metadata.
- Advanced search capabilities enabled researchers to extract subsets of samples based on specific criteria for further analysis.
- The system seamlessly integrated with data analytics tools, allowing researchers to gain valuable insights into disease progression and treatment efficacy.
Compliance and Security:
- Our solution adhered to rigorous regulatory requirements, including data privacy, security, and compliance with Good Clinical Practice (GCP) guidelines.
- Robust user access controls and audit logs ensured data confidentiality and integrity.
Results and Benefits:
- By implementing the biobanking/sample inventory management system, our Biotech client achieved remarkable results in their diabetes clinical trial:
Enhanced Sample Tracking and Management:
- Eliminated sample loss or misplacement, ensuring data integrity and accelerating research progress.
- Reduced the time required to locate and retrieve samples, streamlining the trial workflow.
Improved Efficiency and Cost Savings:
- Optimized sample inventory management minimized wastage and reduced overall trial costs.
- Automated alerts and notifications prevented expired sample utilization, reducing unnecessary retesting and associated expenses.
Accelerated Data Analysis and Reporting:
- Researchers gained easy and quick access to sample information and associated metadata, enabling faster analysis and reporting.
- Advanced search and analytics capabilities facilitated in-depth exploration of the collected samples, leading to valuable insights into disease progression and treatment response.
Regulatory Compliance and Data Security:
- The implemented system ensured compliance with regulatory guidelines, safeguarding patient data and protecting confidentiality.
- Strengthened security measures and audit trails provided peace of mind to our client and their patients.
Conclusion:
Through the successful implementation of the biobanking/sample inventory management system, Future Options empowered help leading Biotech client to streamline sample management, improve research efficiency, and accelerate the analysis of diabetic clinical trial data. The partnership between Biotech and Future Options exemplifies how leveraging cutting-edge technology can revolutionize clinical research, leading to breakthroughs in disease understanding and treatment advancements.