Causal Map Workflows:
Use AI to make sense of mountains of texts — rigorously and verifiably
What is Workflows?
Workflows is a tool used by Causal Map Ltd to make sense of large amounts of text data (interviews, reports) supported by generative AI.
At the moment, use of Workflows is not open for public use. Instead, we use it internally to provide verifiable and transparent analysis and reporting to clients. Clients can then access their workflows in the app to view and, if they wish, verify each step.
Which questions can Workflows help answer?
- Project impact through the eyes of stakeholders and other sources
- New, emerging and unexpected factors and outcomes
- Causal pathways
- OH: Synthesis of Outcome Harvesting processes
- MSC: Synthesis of stories collected for Most Significant Change processes
- QuIP: Synthesis of Qualitative Impact Protocol evaluations
- Contribution of projects to outcomes
- Stakeholders’ mental models
- Comparisons between groups and time-points
- Vignettes: which stories are both remarkable and frequent?
What do you get?
- Scalable Analysis: Process large amounts of text data quickly and efficiently.
- Transparent & Verifiable Results: Based on a clear, reproducible audit trail.
- Include more voices: Not just small samples of the easily accessible ones.
For Evaluators and Contractors
- Enhanced Bids: Offer state-of-the-art techniques to make your proposals more competitive.
- Time & Cost Savings: Reduce manual coding and analysis efforts.
- Reproducible Workflows: Guarantee that analysis steps are documented and repeatable.
Why Causal Map Ltd?
- Innovation in qualitative analysis and reporting
- Broad experience in evaluation and social science research.
Consultancy Services
In addition to our user-facing tools, we offer bespoke consulting services that leverage AI to streamline causal mapping projects from start to finish. Our expert team will work closely with you to:
- Develop research questions that get to the heart of your investigation
- Process and code your qualitative data using Causal Map Workflows.
- Deliver insightful, visually compelling reports that directly address your research questions
With the power of AI and our deep causal mapping expertise, we can uncover the causal stories in your data with unparalleled efficiency and depth of understanding. To explore how our consulting services can advance your research goals, get in touch with our team today.