Engagement Models
Flexible ways to work with BWit Advisors - aligned with how your team operates.
Clients can engage based on their workflow needs - from automation-led solutions that improve data structuring and model preparation, to fully integrated research support where our analysts function as an extension of your team.
How We Engage
Offering Structure
Each engagement model is designed around a specific workflow need. Clients can start with one and expand into others as requirements evolve.
ModelIQ Platform
Core automation layer
Designed for teams looking to improve speed and consistency through structured data workflows. ModelIQ handles the extraction, structuring, and preparation of financial data - enabling analysts to focus on interpretation rather than data management.
Capabilities
- Financial data extraction (as reported)
- Structured data outputs
- Model-ready inputs
- Workflow automation support
Model Build & Structuring
Model initiation and foundation
For teams looking to build structured financial models with clean historical data. We handle the groundwork - preparing data, aligning with financial statements, and establishing a reliable model foundation.
Capabilities
- Historical data preparation
- Model setup and architecture
- Structured templates
- Data alignment with financial statements
Model Updates - Earnings Support
Time-critical update capability
Focused on updating financial models during earnings cycles. Designed for high-frequency reporting periods where speed determines usability - models can be updated within minutes of results announcements.
Capabilities
- Rapid model updates post-earnings
- Earnings integration workflows
- Minimal manual effort required
- Designed for high-frequency reporting cycles
Analyst-Integrated Support
Dedicated execution support
Dedicated research and modeling support functioning as an extension of your team. Our analysts integrate with your workflows - handling financial modeling, equity research tasks, and ongoing analytical work with institutional precision.
Capabilities
- Financial modeling support
- Equity research tasks
- Ongoing analytical work
- Custom research requests
Integrated Research Model
Full hybrid solution
A combination of automation and execution support for clients looking for a complete workflow solution. Covers the full model lifecycle - from data ingestion and structuring to ongoing updates and analytical delivery.
Capabilities
- Automation + analyst support
- Full model lifecycle coverage
- Ongoing updates and maintenance
- Scalable delivery framework
Our Approach
What makes our model different
The distinction is not just in what we deliver - it is in how we are structured to deliver it. Each element of our model is designed to reduce friction and improve reliability.
As-Reported Data Structure
Data is preserved exactly as companies report it - no forced standardization, no re-mapping. The original structure is the output, ensuring full traceability and analyst trust.
Faster Updates During Earnings
Our workflows are purpose-built for earnings season - enabling model updates within minutes of results announcements, not hours.
Alignment with Analyst Workflows
Outputs are structured to match how analysts actually work - no restructuring required, no translation layer between delivery and use.
Flexible Engagement Model
Clients engage based on workflow requirements - not fixed packages. Start with one model, expand into others, or combine them as needs evolve.
Flexibility
Structured around your requirements
Engagements are structured based on workflow requirements, not fixed packages. Clients can start with one model, expand into others, or customize the engagement as their needs evolve.
Start focused
Begin with the engagement model that addresses your most immediate workflow need.
Expand naturally
Add capabilities as your requirements grow - without renegotiating from scratch.
Customize the scope
Every engagement is calibrated to your team structure, volume, and delivery expectations.
Get Started
Discuss your requirements
Every engagement begins with a conversation. Connect with our team to define the right model for your workflow - whether you are looking for targeted automation support or a fully integrated research capability.
info@bwitadvisors.inWhat to expect
Discovery call
A focused conversation to understand your current workflow and where friction exists.
Workflow mapping
We identify the engagement model - or combination - that best fits your requirements.
Tailored proposal
A structured engagement proposal delivered within 5 business days.