Transforming healthcare with cutting edge AI/ML technologies
Focused healthcare AI and Analytics solutions that offer breakthrough features crafted to improve patient outcomes.
The healthcare industry is on the cusp of a crucial transformative journey. Adopting intelligent solutions to provide value-based care has become the norm rather than traditional fee-for-service compensation methods. However, healthcare practitioners often unable to provide optimal care due to incorrect data management practices and a dearth of actionable analytical solutions.
Inability to collate data from multiple sources
Data interoperability is a challenge when dealing with information from different teams within the system. Consolidating the data would require both domain and technology expertise.
Deciphering data from predictive models inaccurately
Even large-scale healthcare organizations use generalized predictive models and fail to accommodate the local essence and needs of the population they cater to, creating a square peg in a round hole.
Insights from analytics solutions not leading to action
The dashboards presented by most analytics solutions are complex and overwhelming to end-users and. This is commonly known as ‘dashboard fatigue’ and handicaps decision-makers from making use of it.
How can we help healthcare organizations?
Healthcare organizations require scalable AI solutions that provide actionable insights and have a clear, nuanced understanding of patient problems. Tredence Healthcare vertical is designed to help the full cycle of data management covering data ingestion, data quality, cataloging, and data provisioning with exceptional focus on improving time-to-value and self-service analytics for different user personas.
Data engineering to consolidate and leverage your data
Our healthcare consultants advise, implement, and operate complex data platforms with a focus on improving clinical outcomes and optimizing cost of care across the spectrum Our data value chain accelerators enable customized data models, driverless ingestion, harmonization, data cleansing, and DataOps.
Using cost avoidance and reduction strategies to enhance care facilities
Our healthcare offerings focus on having an impact on the bottom line of the healthcare organizations
- Understanding your population retrospectively and using AI/ML-based predictive models to identify ‘rising risk’ or ‘high-cost bloomers’ that the care management team can intervene and avoid.
- The data can also help organizations identify and execute advanced analytics such as SNF/LTC analytics, network leakage, and chronic cohorts.
- Our consultants bring their global experience and field knowledge to make AI work in the real healthcare environment.
Last-mile adoption that ensures actionable analytics
We build custom white box solutions to deliver last-mile adoption of insights and impact.
- Healthcare KPI store helps you measure what matters.
- We ensure AI/ML models are operational and your in-house are making the most of use bringing disparate data together.
- Our MLWorks accelerator is built to manage thousands of models across petabytes of data by easily identifying models and data drift before the model becomes unstable
FEATURED CASE STUDY
LEVERAGE INSIGHTS TO IMMENSELY REDUCE THE COST OF PATIENT CARE BY IDENTIFYING AVOIDABLE HOSPITAL ADMISSIONS
Tredence was instrumental in building a multi-dimensional cost-outcomes-risk model to analyze their population and use that understanding to create AI/ML predictive models to predict members with avoidable hospital admissions.
15% reduction in admissions
Optimized quality-of-care to reduce costs
Better utilization of resources by identifying past network care gaps
Representative Case Studies
Used a scenario analyzer to predict shifts in payor mix for a leading pharmaceutical company. Analyzed the payor situation and simulated scenarios to enable decisions on the right payor mix.
procurement for hospitals
12% more drugs could be procured to contracted hospitals, which resulted in a 2% increase in the market share of the drug.
We are one of the world’s fastest-growing and most awarded management consulting and technology companies.
Healthcare consulting experience
Our healthcare practice includes domain experts from across different lines of businesses such as Medicare Advantage, Medicaid, Commercial VBC, and ACOs. We also have experience working with a wide array of data sets such as claims, EMR, HRAs, labs, and STAR, to name a few.
Within the healthcare space, our seasoned professionals have the domain knowledge to deliver business value and create customized solutions and models that cater to the needs of the local population. We believe in creating a partner-like environment where the solution is actionable and impactable to improve cost and outcomes.
Unlike tech-driven organizations, Tredence’s healthcare vertical is outcome-driven, focusing on robust data model foundations with data elements and entities that go beyond documented use cases to deliver exceptional patient care.
Our analytics offering brings together the work of over 750 data scientists and Data Engineers — who are premium-certified in leading technologies such as Azure, GCP, Snowflake, and Databricks. To top it all, our delivery professionals are all featured in the top 2% of India’s rigorous testing system.
Tredence reduces time-to-value by 30% when compared to traditional consulting and technology service companies by leveraging our proprietary suite of accelerators.