G8Rep — AI-Driven Research Report Generation
Cuts research report cycles from 5–7 days to a few hours through agentic synthesis across internal and external sources.
What was breaking
Research teams spent 5–7 days manually searching patents, journals and internal databases, then cross-referencing and formatting reports — slow, inconsistent and a drag on strategic decisions.
- Manual search across multiple internal and external sources
- Cross-referencing and validating findings across portals
- Compiling and formatting reports for presentations
G8Rep
Built on the GEN8 Framework, G8Rep is an agentic workflow where multiple AI agents retrieve, validate and synthesise findings into a citation-backed, presentation-ready report.
- Question-driven research workflow
- Dual ingestion of internal and external sources
- Multi-agent retrieval, validation and synthesis
- Auto-generated executive summary and references
- Standardised, organisation-aligned report format
How it works
- 01
Ask
Researchers input up to 10 key research questions.
- 02
Retrieve
Agents pull from internal repositories and external sources (PubMed, arXiv, Google Scholar, patents).
- 03
Validate
Agents cross-reference findings to ensure accuracy and consistency.
- 04
Synthesise
Structured answers, charts and data excerpts assembled per question.
- 05
Deliver
Executive summary, organised sections and cited references with URLs.
- 01
Ask
Researchers input up to 10 key research questions.
- 02
Retrieve
Agents pull from internal repositories and external sources (PubMed, arXiv, Google Scholar, patents).
- 03
Validate
Agents cross-reference findings to ensure accuracy and consistency.
- 04
Synthesise
Structured answers, charts and data excerpts assembled per question.
- 05
Deliver
Executive summary, organised sections and cited references with URLs.
Before vs. after
| Metric | Before | After | Improvement |
|---|---|---|---|
| Report generation time | 5–7 days | 4–6 hours | 90% faster |
| Manual effort | Full analyst bandwidth | Minimal review | 90% reduction |
| Data consistency | Varies by analyst | Standardised | 100% uniform |
| Scalability | Limited by team size | Unlimited | Enterprise-wide |
What changed
- ✓90% reduction in report preparation time
- ✓Fully traceable, citation-backed reports
- ✓Cross-department reusability across R&D, strategy and consulting
- ✓Consistent, structured format aligned with organisational standards
Inside the build
Could this work for your team?
We adapt these blueprints to your domain, data and governance constraints — typically delivering a working prototype in weeks.