How to draft a deal screening memo from a CIM with AI
A step-by-step method for drafting a CIM screening memo in Claude or ChatGPT, with a page number and a verbatim
Senior engineering and AI enablement for teams that need it done right.
Giantfish is a New York engineering and AI consultancy. Our background is production software at Disney+, Walmart, and Mastercard, and senior people do the work, from the first call to the handoff.
What we do
Two lines of work, one standard.
AI workflows for teams that run on documents and judgment, and senior engineering for teams that need software built properly. No handoffs to junior devs.
AI workflow enablement
For investment firms. We build your templates, past work, and standards into the AI tools your team uses, train the team, and hand it over.
Learn more
Web development
Full-stack web apps with Next.js, React, and Node. Frontend, API, database, and deploy. Server-rendered when it matters, static when it doesn't.
Mobile app development
iOS and Android apps with React Native and Swift. Fast load times, smooth animations, and apps that don't crash.
Backend and APIs
TypeScript and Node.js services built to handle real traffic, from GraphQL APIs to real-time event systems. Includes LLM features wired into your product.
Senior and hands-on, start to finish.
Every engagement is senior-led and hands-on. No handoffs to a junior bench, and you always know who is building your software.
how-a-project-runs
- 01
Understand
Start with the people doing the work and agree on what done looks like.
- 02
Ship early
Small releases, shown early, shaped by real feedback.
- 03
Hand off
Docs, training, and code you own. No lock-in.
Experience from engineering teams at
From the blog
Notes on engineering and applied AI.
Why your firm's AI seats aren't turning into workflows
Most firms with Claude or ChatGPT seats get a few faster people, not a shared process. Why that happens, and
Claude vs. ChatGPT vs. Microsoft Copilot for investment firms
A buyer's comparison for fund COOs: training defaults, admin controls by plan, Excel and PDF work, citations, and Microsoft 365
Have a project in mind?
Tell us what you're building or which workflow is eating your team's week. You'll get an honest answer on whether Giantfish is the right fit. No pitch deck.
Get in touch
Tell us what you're working on. We read every message and reply within one business day.
- Location
- New York, NY
- Telephone
- (646) 470-3551
- contact@giantfish.io
Tell us about your project
Email a brief outline of what you're working on, or book a call to talk it through. We reply within one business day.
contact@giantfish.io