# Galapagos Capital: an agent that carries the firm's own deal judgment and writes the investment memo itself

_HomoDeus is encoding how Galapagos underwrites a deal, from its buy box to its return thresholds and risk reads, into an Origination Agent. A broker package goes in; the firm's investment memo comes out, with parsed financials, CoStar and Green Street data, first NOI and equity projections, geospatial risk, and a buy-box verdict, all inside the firm's own server. Deployment in progress, 2026._

## The client

Galapagos Capital is a Brazilian merchant-banking group whose real estate arm runs US commercial real estate acquisitions. The desk's edge is how it judges a deal: which assets fit the buy box, what a defensible NOI looks like, when a broker's numbers deserve skepticism. That knowledge lived in analysts' heads, and every new asset burned one to two weeks of their time before the desk had a first read. HomoDeus is turning that judgment into the system itself: an agent that ingests the broker package and produces the investment memo the way the firm would write it. The deployment is in progress; the figures in this study are the engagement's targets, verified by HomoDeus, 2026.

## The problem

Origination is the top of the funnel. Broker packages arrived as PDFs and were parsed by hand. Market data lived on decentralized platforms (CoStar, Green Street) and was extracted manually. The judgment that turns raw numbers into an investment memo lived only in the team's heads, so every memo consumed senior analyst time and the cycle ran one to two weeks per deal. Timing-driven deals slipped. And the data could never leave the firm's environment.

## What we built

HomoDeus is building the Origination Agent inside the firm's own server, around the firm's own underwriting doctrine. The agent parses broker-package PDFs straight into the firm's underwriting template, pulls CoStar and Green Street via API, runs the first NOI and equity projections, layers geospatial risk per asset, ranks the deal against the buy box, and drafts the investment memo in the firm's format with every number sourced. The analyst starts from a defended memo instead of a blank PDF and spends the reclaimed time on critical risk judgment.

## Outcomes

- In progress — deployment underway, outcomes publish at production sign-off
- 73% — of initial analysis and triage time targeted for absorption
- ~7 days → 41 hrs — target cycle, broker package to drafted investment memo
- 0 bytes — leaving the firm's environment, fully on-prem deployment

## Key outcome

The target state: every inbound deal reaches the desk as a drafted investment memo carrying the firm's own underwriting judgment, and analysts spend their time deciding instead of assembling. Deal data never leaves the firm.

## Stack

- Firm underwriting doctrine encoded: buy box, return thresholds, risk reads
- Automatic broker-package PDF parser
- CoStar API ingestion
- Green Street research ingestion
- Automated NOI + equity projection engine
- Automated geospatial risk assessment
- Investment memo drafted in the firm's format
- In-environment deployment

## Time to production

In progress, 2026. First production agent scoped at 6 weeks, fully inside the client environment.

## Questions buyers ask

### What is HomoDeus building for Galapagos Capital?

An Origination Agent that encodes how Galapagos Capital underwrites deals and runs inside the firm's own environment: broker packages parsed into the firm's template, CoStar and Green Street via API, first NOI and equity projections, geospatial risk per asset, buy-box ranking, and an investment memo auto-drafted in the firm's format. The deployment is in progress; outcomes publish at production sign-off.

### How does an AI agent originate a commercial real estate deal?

It auto-parses the broker-package PDF into the firm's underwriting template, pulls market data from CoStar and Green Street via API, runs the first NOI and equity projections, layers geospatial risk per asset, ranks the deal against the firm's buy box, and drafts the investment memo. The analyst starts from a defended memo instead of a blank PDF.

### Can the AI run without our deal data leaving our environment?

Yes. The Origination Agent deploys fully inside the firm's server. Broker packages, market data, and the first model never leave. HomoDeus engineers operate inside the environment for the build, and the live system has zero outbound exposure of deal data.

### What is the ROI of AI origination for a cross-border real estate manager?

The Galapagos Capital engagement targets ~73% of initial analysis and triage time absorbed by the agent, a subscription cycle cut from ~7 days to 41 hours, and a 3.7× uplift in deal-processing capacity without growing headcount. Diligence on M&A-style deals is handled by HomoDeus's Data Room and Spreading Agent for the firm's M&A boutique.

## Related

- https://www.homodeus.me/work/mna-dataroom-spreading-agent.md
- https://www.homodeus.me/work/family-office-offshore-reconciliation.md
- https://www.homodeus.me/work/bolton-global-capital.md
- All impact studies: https://www.homodeus.me/work