– for planning & development firms

Spatial intelligence for
the built environment.

Aino automates site research, runs the spatial analysis, and produces presentation-ready maps — all organised in a shared workspace your whole team builds on. Not a one-off tool. The base layer for every project your firm runs.

Aino automates site research, runs the spatial analysis, and produces presentation-ready maps — all organised in a shared workspace your whole team builds on.
Not a one-off tool. The base layer for every project your firm runs.

Aino automates site research, runs the spatial analysis, and produces presentation-ready maps — all organised in a shared workspace your whole team builds on. Not a one-off tool. The base layer for every project your firm runs.

Spatial intelligence for
the built environment.

– Trusted by

350k+

Projects in active workspaces

400+

Cities covered

15 min

Brief to first saved analysis

10k+

Reusable data layers

Why Aino

Site research, maps, analysis —
automated for your whole team.

01

Site context in minutes, not days

Drop an address. Aino pulls zoning, transit, demographics and environment automatically — no portals, no APIs, no manual assembly. Your team starts designing while others are still gathering data.

02

Presentation-ready maps your whole team reuses

Create a base map once for a city. Every new project starts from it — same style, same sources, same quality. No redesigning from scratch, no inconsistent outputs across team members.

03

Every project builds your studio's spatial knowledge

Every analysis, every layer, every finding is saved in a shared workspace. When a new project comes in for a familiar city, your team starts from what you already know — not from zero.

04

Run analysis yourself, without waiting for GIS

Your architects and planners run rigorous, source-tracked analyses directly — answers in minutes, not a three-day queue. Documented and ready for the planning meeting.

"Aino replaced the 5 days process of finding, cleaning, and formatting location data.
Now it happens before the first meeting."

"Aino replaced the 5 days process of finding, cleaning, and formatting location data. Now it happens before the first meeting."

Urban Planning Principal, Real Estate development firm, NYC

How Aino works

A workspace that remembers
and gets sharper every project.

A workspace that remembers
and gets sharper every project.

STEP 01

Connect your data sources, no setup required

Aino connects to 10+ external data sources automatically — zoning, demographics, infrastructure, mobility. Bring your own files, databases, or internal layers. Everything lands in one workspace, ready to use. No data engineering, no manual assembly.

Your data + Aino's data library, combined

AI Site Analysis & Feasibility Study Tool for Real Estate
AI Site Analysis & Feasibility Study Tool for Real Estate

STEP 02

Ask a question, get a data analysis in minutes

Describe what you need in plain language. Aino's AI reads all connected data sources and produces a presentation-ready map or structured analysis report — in under 5 minutes. The same quality your team would spend days producing manually.

Human-quality output, automated

AI Site Analysis & Feasibility Study Tool for Real Estate
AI Site Analysis & Feasibility Study Tool for Real Estate

STEP 03

Reuse any analysis on the next project

Every analysis your team runs is saved as a reusable template. When a new project comes in for the same city or typology, you start from what you already built — not from zero. Your studio's spatial knowledge compounds over time.

Built once, reused forever

AI Site Analysis & Feasibility Study Tool for Real Estate
AI Site Analysis & Feasibility Study Tool for Real Estate

Why teams standardise on Aino

One workspace.
Value across every role in the team.

One workspace.
Value across every role in the team.

Aino is the location intelligence layer your whole team works from — whether you're running the analysis, signing off on it, or keeping the data infrastructure clean.

Aino is the location intelligence layer your whole team works from — whether you're running the analysis, signing off on it, or keeping the data infrastructure clean.

Analysts & Planners

Stop spending days on data that should take only minutes

Stop spending days on data that should take only minutes

Drop an address, connect your sources, ask in plain language. Aino returns a sourced, structured analysis in minutes. Your time goes to interpretation, not assembly.

Address to full location analysis
in 15 minutes

10+ data sources connected automatically

Source-tracked findings you can stand behind

Any analysis reusable as a template on the next project

Directors & Partners

Location decisions backed by data, not by assumptions

Location decisions backed by data, not by assumptions

Every project has a location component. Aino makes sure it's rigorous and documented — produced in-house, ready for the client or planning submission.

20 hours saved per project on location research

No GIS specialist on retainer — $60k+ saved per year

One subscription replaces $2000 separate data licences and software

Location risk surfaced before it becomes a change-order

GIS & Data Engineers

Your expertise where it matters, not in a queue

Your expertise where it matters, not in a queue

Aino handles routine location requests. Your skills go to complex spatial work. Connects to your existing stack, every project under proper access control.

Connects to existing GIS, CAD and data workflows

Supports GeoJSON, DXF, CSV, KML, Postgres

Role-based permissions, per-project access control

Full audit log — who accessed what, when, exported where

See Aino running on your next project.

A 30-minute session built around your project type. We use your address, your city, your location.
You leave with a working example — not a slide deck about features.

See Aino running on your next project.

A 30-minute session built around your project type. We use your address, your city, your location.
You leave with a working example — not a slide deck about features.

See Aino running on your next project.

A 30-minute session built around your project type. We use your address, your city, your location.
You leave with a working example — not a slide deck about features.

Frequently Asked Questions

What is Aino?
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Aino is a site analysis platform for real estate and urban planning professionals. Type any address — Aino pulls zoning, demographics, competition, and market data from 10+ verified sources and turns it into a structured go/no-go report. What used to take an analyst 3 days takes Aino 15 minutes.

What problem does Aino solve?
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Most acquisition teams are still piecing together feasibility from four different tools, county zoning maps, and a spreadsheet. By the time the analysis is ready, the site is gone — or worse, you're already in due diligence on a deal that should have been killed on day one. Aino gives you a complete site picture in minutes, before you spend a dollar on surveys or legal fees.

Can Aino support pre-development site analysis, not just acquisition screening?
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Yes — and this is one of the strongest use cases. Beyond go/no-go screening, Aino gives you the data layer needed for early-stage development decisions: zoning classification and overlay restrictions, infrastructure capacity and utility access, terrain and buildable area constraints, demographic demand analysis, and competitive supply mapping. Teams use Aino reports as the analytical foundation for pre-application meetings, feasibility memos, and investment committee submissions — before engaging architects or engineers.

Who is Aino built for?
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Aino is used by acquisition analysts, development teams, investment funds, and urban planners. If your work involves evaluating locations — whether you're screening 5 sites a month or 500 — Aino is built for your workflow. No GIS background required. No data engineering. Just an address and a decision to make.

Do I need data experience to use Aino?
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No. Aino is designed for users of all backgrounds. You can analyze a single location or an entire portfolio without any data engineering skills. If you can type an address, you can run a full site analysis.

How do I share my results?
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Export reports as PDFs, maps as PNG or JPG, and raw data as CSV or JSON. You can also generate a shareable link to an interactive dashboard — useful for presenting to stakeholders, investors, or your investment committee without any reformatting.

What category of software is Aino?
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Aino is a location intelligence platform for commercial real estate, specifically built for pre-development site analysis and acquisition screening. It sits at the intersection of GIS software, AI analysis, and real estate due diligence tooling — without requiring expertise in any of them. If you've used ArcGIS, CoStar, or Regrid before, Aino replaces the manual layer between those tools and a decision.

Is Aino an alternative to CoStar, Regrid, or ArcGIS?
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Aino isn't a data provider — it's an analysis layer that sits on top of multiple sources including Google Maps, Regrid, Rentcast, US Census, and OpenStreetMap. Where CoStar gives you data and ArcGIS gives you maps, Aino gives you a decision: zoning summary, red flags, infrastructure status, and a go/no-go verdict — in one report, in under 15 minutes. Most teams use Aino instead of stitching together three or four subscriptions manually.

What types of real estate projects use Aino?
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Aino is used across commercial acquisition screening, retail site selection, multifamily development feasibility, industrial land analysis, and mixed-use pre-development studies. Common users include acquisition analysts at investment funds, development managers at real estate operators, site selectors at retail chains, and urban planners at municipal agencies — across 400+ cities in the US and globally.

How is Aino different from using ChatGPT or a general AI for site analysis?
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General AI models like ChatGPT don't have access to real spatial data — they can't pull live zoning classifications, parcel boundaries, rent comps, or infrastructure status for a specific address. Aino is purpose-built for location analysis: it connects to live datasets from Google Maps, Regrid, and government sources, runs spatial logic on real geographic boundaries, and outputs structured reports you can take to an investment committee. A general AI gives you text. Aino gives you a decision.

Can I just use ChatGPT to analyze a real estate site?
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You can ask ChatGPT about a neighborhood — but it can't tell you the actual zoning classification of a specific parcel, the real rent comps from last month, or whether utility capacity supports your development. It works from training data, not live sources. For a quick definition or concept, yes. For a site analysis you'd stake $2M on, no. Aino runs on the same live datasets your analyst would manually pull — just in 15 minutes instead of three days.

Can I analyze real estate sites with AI for free?
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Yes — Aino offers 5 free site analyses with no credit card required. Each analysis pulls live data from Google Maps, US Census, Regrid, and OpenStreetMap and generates a full go/no-go report with zoning, demographics, infrastructure, and competition. If you're currently doing this manually in spreadsheets or asking a general AI tool, the difference is immediate.

Why do location assumptions need to be modelled separately from financial assumptions?
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Because they operate at a different level of the deal. Financial assumptions — rents, yields, vacancy — describe how well a project performs. Location assumptions determine the ceiling those numbers can ever reach. A wrong capex estimate can be fixed with refinancing. A wrong location thesis is embedded in the asset for the entire hold period. Most analysts collapse location into a single label: "prime / secondary / tertiary." Aino breaks it into three levels — macro (city fundamentals), micro (submarket dynamics), and site-specific (parcel constraints, visibility, access) — because risk lives at different levels and needs to be validated separately.