Our Forecasting Methodology Explained
Gain a detailed understanding of how we approach market trend analysis—from sourcing credible data to synthesising actionable intelligence. Our proven frameworks are designed to enhance strategic planning while staying robust in the face of industry shifts.
Meet the Team Behind Insights
Michelle Armstrong
Lead Data Analyst
Michelle brings over 12 years of analytics experience, specialising in synthesising complex datasets for precise market modelling. Her passion is building transparent processes and upholding the highest analytical standards.
Liam Patel
Market Intelligence Specialist
Liam excels at interpreting local and global signals, connecting macroeconomic indicators with sector-specific data. He is dedicated to ensuring every insight aligns with client needs.
Emily Wong
Data Reporting Coordinator
Emily’s background in information science supports clear, consistent reporting. She manages the data lifecycle to ensure results are both current and tailored, focusing on detail and clarity.
How Our Analytics Process Works
Every stage of our methodology is designed for accuracy, transparency, and practical value, giving you confidence in every forecast.
Data Collection and Verification
We source data from trusted channels, then validate accuracy through strict quality checks, removing inconsistencies or outdated inputs for a reliable foundation.
Trusted Sources
Sourcing from reputable channels and partners
Quality Assurance
Rigorous verification and validation steps
Contextual Analysis and Modelling
Analysts interpret data within client-specific contexts, applying advanced models that capture present trends and anticipate emerging shifts relevant to your sector.
Sector Relevance
Context tailored to your business and industry
Advanced Modelling
Adaptive models reflect dynamic markets
Report Customisation and Delivery
We develop accessible, clear reports with recommendation pages, ensuring information is actionable and aligns with your decision-making process.
Custom Reports
Format, scope, and focus chosen by client
Timely Delivery
Dependable communication and turnaround
Feedback and Method Enhancement
Client feedback guides our process review, enabling us to refine models, address industry changes, and improve overall effectiveness over time.
Continuous Improvement
Incorporating your experience and outcomes
Method Evolution
Adapting methods as markets change
Our Approach Versus Industry Norms
See how our methodology delivers actionable, relevant market forecasts compared to standard approaches.
We focus on reliability, context, and transparent processes, so you understand both the forecast and the reasoning. Review how we differ from widely used models:
estravonel Forecast Suite
Delivers custom, contextual market insights
Sector-Specific Context
Our forecast adapts to your market segment
Ongoing Model Updates
Methods improve as new data emerges
Dedicated Analyst Support
Direct line to analytics professionals
Transparent Method
Full visibility into process steps
Generic Data Outputs
Only general, non-specific reports
Generic Data Provider
Offers general statistical summaries only
Sector-Specific Context
Our forecast adapts to your market segment
Ongoing Model Updates
Methods improve as new data emerges
Dedicated Analyst Support
Direct line to analytics professionals
Transparent Method
Full visibility into process steps
Generic Data Outputs
Only general, non-specific reports