Generates dbt tests including schema tests, data quality tests, and freshness checks.
Real DCF (Discounted Cash Flow) model creation for equity valuation.
Builds DCF models with terminal value, WACC calculation, sensitivity tables
Discounted cash flow valuation and intrinsic value analysis for public companies.
Redesign bounded contexts, define aggregates, generate context maps, and open the Architecture Decision Record log every later design…
Use when assessing AI/ML systems for prompt injection, jailbreak vulnerabilities, model inversion risk, data poisoning exposure, or agent…
Assembles comprehensive board and investor update decks by pulling perspectives from all C-suite roles.
Chief AI Officer advisory for startups: model build-vs-buy decisions (API vs fine-tune vs in-house), AI risk classification under EU AI…
Technical leadership guidance for engineering teams, architecture decisions, and technology strategy.
M&A strategy for acquiring companies or being acquired.
Quality-gate any artefact against a shared QA rubric before it ships.
Cross-functional what-if modeling for cascading multi-variable scenarios.
Remove AI artifacts from documents. Use when: cleaning AI-generated text, removing tool names, fixing boilerplate patterns. Not for: doc…
Systematic code cleanup pipeline for .NET projects.
Three.js performance optimization and best practices guidelines.
Use when reviewing a specific inbound deal before close — when sales has asked for a discount that exceeds AE authority, when the customer…
Write deal memos for PE acquisitions and CRE investments.
Deep-review one deal; not pipeline prioritization.
Automated deal scoring based on thesis alignment, market size, team, and traction metrics
Quickly screen inbound deal flow — CIMs, teasers, and broker materials — against the fund's investment criteria.
Find material deal changes; not a full deal review.