Finance Automation
From quarterly reporting to competitor intelligence — we automate the finance workflows that keep teams busy.
What's Broken
Listed companies and finance teams still compile quarterly reports manually across dozens of spreadsheets. Management accounts arrive, get re-keyed, reconciled, and formatted — week after week. Macroeconomic research sits in separate databases. Competitor tracking is ad hoc. The result: stale data, compliance risk, and your best people doing data entry instead of analysis.
What We Build
Quarterly Reporting
End-to-end reporting automation. Management data in, MD&A narratives and analyst presentations out — verified and filing-ready.
- Financial model staging & validation
- Automated MD&A narrative generation
- Regulatory filing preparation
Market Intelligence
Automated macroeconomic research and competitor tracking across multiple markets. Fresh data, not last quarter's deck.
- Multi-market macro data pipelines
- Competitor performance monitoring
- Industry benchmarking reports
AI Operations
Intelligent email triage, document processing, and knowledge management. Your institutional memory that never sleeps.
- AI email assistant with context memory
- Automated PDF form population
- Searchable document knowledge base
Systems in the Wild
Full quarterly reporting pipeline for a SET-listed firm: financial models, MD&A narratives, analyst presentations, and regulatory filing prep — cycle time reduced from weeks to days.
Automated economic data collection across six Southeast Asian markets, feeding directly into quarterly analyst presentations with zero manual copy-paste.
AI email assistant that triages incoming correspondence, drafts context-aware responses, and maintains an institutional knowledge base — running 24/7 between reporting cycles.
How It Works In Practice
For a listed logistics company, we run the entire quarterly reporting cycle: management data arrives, our systems stage it into financial models, generate MD&A narratives and analyst presentations, then prep the filing package — all in days, not weeks. The same pipeline handles macroeconomic research across six Southeast Asian markets, competitor intelligence tracking, and automated PDF form population for regulatory submissions. On the operational side, an AI email assistant triages incoming correspondence, drafts responses, and maintains a searchable knowledge base — so nothing falls through the cracks between quarters.