SERVICES
Data Analytics & AI
Underutilized data leaves value on the table but getting data right is not easy. Most organizations collect siloed data from their functional business areas at varying degrees of granularity, consistency, and quality, creating challenges and limitations for how it can be used.
ThinkTrail helps connect the dots between organizational strategy and data strategy by focusing on three central components of data strategy:
Framing the Right Questions – identifying the types of decision-making and queries data can support and the appropriate sources of data for informing those questions
Developing the Right Infrastructure – identifying opportunities to ingest, transform, and store data to support automated reporting, processes, and analytics
Generating Useful Insights – developing digital dashboards, analytics tools, and predictive modelling tools to track progress and inform decision-making
OUR DATA ANALYTICS & AI SERVICES INCLUDE
1. . Framing queries
Framing queries, identifying the right data inputs, and choosing the right tools and approaches to make data collection, management, analysis, and intelligence-generation seamless.
2. DATA CAPTURE
Putting systems in place to collect and store data at the right level of granularity, and in the right format and timescale to make it easy to clean, merge, and transform.
3. DATA MANAGEMENT
Structuring data to make it accessible and valuable for reporting, application development, and analytics.
4. DATA GOVERNANCE
Developing data policies and governance structures to guide access, control, and use of data.
5. DATA SCIENCE AND ANALYTICs
Drilling into data to test hypotheses and develop hindsight, insight, and foresight that can inform decision-making.
6. DATA VISUALIZATION
Making data legible and functional through visualization, including developing maps, digital dashboards, 3D models, and other graphic representations
7. DATA INTELLIGENCE
Developing pattern recognition tools for performing predictive analytics, scenario analysis, and action-and-effect modelling.
8. AI & MACHINE LEARNING
Utilizing automation, machine learning, and other decision optimization tools to understand operating constraints, optimize processes, and evaluate risks.
OUR OTHER SERVICES
Digital Transformation
Data Analytics & AI
Business Strategy
Marketing Strategy
Interested in working with us? Reach out!
We can help you craft an approach to your challenge, and if we are not the right
people for the job, we will recommend someone who is.