Practice 01. Finance and M&A Advisory

For founders preparing a fundraise, a transaction, or a strategic decision. We produce the analysis and the documents that institutional counterparts expect to see.

Deliverables

Investment memorandum and teaser
Financial model and DCF valuation
Pitch deck for investors
Trading and transaction comparables
LBO and accretion-dilution analysis
Term sheet review and negotiation support
Practice 02. Ops, Reporting and Automation

For finance, ops, and growth teams drowning in manual spreadsheets. We design and ship the tooling that turns recurring work into automated pipelines.

Deliverables

Excel-to-PDF reporting tools with AI commentary
Tableau dashboards for P&L and KPIs
Data pipelines and SQL infrastructure
Process mapping and operational audits
CRM enrichment and data sourcing
Workflow automation (n8n, Zapier, custom)
Practice 03. Data Science and AI Integration

For teams looking to integrate machine learning or LLMs into their workflows. From model selection to production deployment, with a pragmatic eye on what actually moves the needle.

Deliverables

ML and DL model design (regression, classification, NLP)
LLM-powered tools and content generation
MLOps. training, deployment, monitoring
FastAPI services and Docker containers
Streamlit prototypes and internal tools
Cloud deployment (GCP, AWS)

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