Surface

AI-assisted strategic intelligence for complex landscapes

Understand the players · the money · the signals · the opportunity

BY COMPRENDO

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What is Surface

A new kind of
landscape intelligence

Surface is a structured research intelligence platform that maps complex domains — identifying the key players, funding flows, power dynamics, and strategic opportunities that would normally take a team months to assemble. The result isn't a chatbot summary. It's a living, queryable intelligence product with specific claims, named sources, and an explicit point of view.

The Problem

Navigating complex spaces is brutally hard

Funders, foundation officers, and organizational leaders routinely face the same challenges when trying to understand a new or evolving field.

Months of research time
Mapping funders, grantees, power dynamics, and strategic opportunities typically takes a research team 8–12 weeks of intensive work.
Buried in documents
Research lives in PDFs and slide decks — hard to query, impossible to keep current, and inaccessible to anyone who wasn't in the room when it was made.
Snapshots go stale
Traditional analyses are accurate on delivery day and stale within months. Landscapes shift — new funders enter, key players exit, policy momentum builds or fades.

Five Research Lenses

One landscape. Five ways to see it.

Surface structures research into five distinct, interconnected views — each answering a different question, all built from the same underlying intelligence.

Analysis
Written Intelligence

A multi-part written landscape analysis covering field context, key players, power dynamics, and strategic opportunities with identified white spaces. The kind of deliverable a consulting engagement produces — assembled in days, not months.

Network
Visual Map

An interactive force-directed graph of the entities and relationships in the landscape. Reveals structural patterns — co-funding clusters, central hubs, isolated actors — that are invisible in written reports.

Entities
Structured Profiles

Detailed cards for every entity in the landscape — funders, organizations, key people. Each profile includes funding details, strategic role, reach, and connections. A quick-reference layer for anyone navigating the space.

Signals
Monitoring Feed

Growth signals, fragility signals, and open strategic questions — the ongoing intelligence that keeps a picture current. Designed to be updated as the landscape evolves, turning a one-time report into a living asset.

Ask
Conversational Query

A natural-language interface to query the research knowledge base. Ask complex questions and get sourced answers drawn from the underlying research. Turns a static report into a living, queryable resource.

How It Works

AI accelerates. Human judgment ensures.

Surface combines AI-assisted research with human editorial judgment — not a chatbot that summarizes, but a structured process that produces intelligence you can act on.

1
Broad Source Collection

Public filings, grant databases, organization websites, policy documents, news coverage. AI extracts entities, relationships, and signals from hundreds of sources at once.

2
Structure from the Start

Research is produced as structured, queryable data from day one — entity profiles, tagged relationships, classified signals. Not buried in a PDF.

3
Human Review & Synthesis

A human researcher validates, contextualizes, and frames the output. Specific claims, named sources, explicit point of view. The AI handles volume; the human handles judgment.

Why Surface

Built for how funders actually work

Four reasons Surface changes the research equation for program officers and field strategists.

Days, not months
A landscape analysis of genuine depth — mapping funders, grantees, power dynamics, and white spaces — typically takes 8–12 weeks. Surface compresses that timeline dramatically without sacrificing rigor.
Bootstraps your expertise
A new program officer entering a space would need months to build the mental model Surface provides in an afternoon. It doesn't replace domain expertise — it accelerates the journey to knowing the right questions.
A living picture, not a snapshot
Traditional landscape analyses are stale within months. Surface's signal monitoring and queryable knowledge base are designed to stay current as the landscape evolves.
Surfaces what's invisible
Funding architectures are often invisible in public discourse. Co-funding patterns, fragility signals, power concentrations — Surface makes structural dynamics legible for the first time.

Who It's For

Built for people who need to understand before they act

Surface is aimed at the people whose job is to navigate complexity — not just report on it.

Program Officers

"I'm responsible for a portfolio in a field I entered six months ago. I need to understand who the major players are, where the gaps are, and what a smart $1–3M commitment could actually move."

Foundation Strategy Teams

"We're evaluating whether to enter a new space. I need a rigorous landscape analysis — funders, grantees, co-funding patterns, fragility signals — before we can even write a strategy memo."

Field Navigators & Advisors

"My clients ask me about landscapes I'm not deeply embedded in. I need to move fast, stay current, and give informed guidance without months of original research on every new domain."

See it in action.

Explore the live Surface demo — a complete landscape intelligence product built on a real field. No login required. Just click through and see what's possible.

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