Modelled by Atlas

Real Estate Intelligence.

The AI-native platform that turns complex property data into clear investment decisions in minutes, not weeks.

4
Thai markets modelled in depth
100%
of comparables verified on the live page
~2
minutes from address to full memo
EN/TH
every report, fully bilingual
Reads & cites
DDpropertyHipflatFazWazDotPropertyLivinginsiderBaaniaCBREKnight FrankREICBank of Thailand
/ One run, end to end

The same four steps answer both questions.

Same pipeline. Only the document at the end differs.

Atlas run · condo · Sukhumvit 36READY
You describe the deal
Atlas researches the live market
It verifies every comparable
It writes the report
/ Step 01 · You describe the deal

Atlas does not guess. You told it.

It asks for the things that actually move a Thai number.

What is the property?
Deal name
IDEO Q Sukhumvit 36
Asset class
CondominiumVillaSingle HouseLand
Find the address
Sukhumvit 36, Khlong Tan, Bangkok
BackContinue
District filled from the address
/ Step 03 · It verifies every comparable

The comparables are real. We check.

Every comparable is re-read on the page behind its link, so the card and the listing agree.

  • Opens the actual listing page for every comparable
  • Reads price and size off that page, not from memory
  • Measures true distance from your deal, street by street
  • Drops anything it cannot confirm, even if that means fewer comps
Verification log LIVE
3 Bedroom House, Suthep
THB 15.2M · 214 sqm
comp #2
fetch listing page200 OK
read price on pageTHB 15.2M
read area on page214 sqm
distance to your deal0.27 km
comp #4 · page unreachabledropped
0 invented listings
/ Step 04 · It writes the report

The document you would have spent a week writing

Underwriting memo shownAppraisals export the same way, as a valuation report.

Scored, cited, and structured to be defended in the room.

EstllaInvestment memo · sample

Executive Summary

A 35 m² unit at Ideo Q Sukhumvit 36, 450 m from BTS Thong Lo. At THB 197,143/m² it sits ~6% below comparable stock, a protective margin with strong expat rental demand.

Sources:CBREKnight FrankREICBank of Thailand
PDF · EN/TH
The verdict
78
Good · Proceed
High data confidence
IRR11.4%
Cash-on-cash6.1%
DSCR1.32
Gross yield4.9%

Percentile vs the Bangkok condo benchmark. Sample analysis.

Everything an investment analyst does, in one place

Built for Thai property, not adapted to it.

11 Bedroom Condo, Nimman
THB 74.0K0.24 km
3 of 3 verified
Verified data

Comparables you can open

Every comp links to the live listing it was read from.

IRR11.4%DSCR1.32Yield4.9%
78
Good · Proceed
Rates +2% → 1.08
Underwriting

The model, not a calculator

IRR, DSCR and cashflow recompute the moment you flex an assumption.

Why is the yield below Thong Lo?
AtlasOlder stock and no BTS within 500 m. CBRE Q2
Ask Atlas
Atlas

An analyst you can question

Push back on any number. It cites the source, or says it does not know.

Gross yield · condo
Thonglor4.3%
Ari5.1%
On Nut6.0%
6.0% · On Nut
Districts

Down to the street

Yields and supply by district and zone.

Transfer feeTHB 138K
Foreign quotaAvailable
Holding taxTHB 4.1K/yr
As a footnotePriced in
Thai law & tax

Priced in, not footnoted

Foreign quota, transfer fees and holding taxes hit the model.

Sample analysis.

/ Built for Thailand

Four markets, each on its own terms

A Sukhumvit condo and a Hang Dong villa are not the same asset.

Bangkok skyline at dusk
Condominium
Bangkok
กรุงเทพฯ
13.7563° N · 100.5018° E
Yield & liquidity

Thailand's deepest market, priced street by street. Two towers on the same road can underwrite completely differently.

What Atlas weighs here
  • Walking minutes to BTS and MRT
  • Unsold supply in the same district
  • Resale spread across Thonglor, Ari, On Nut
Districts modelled
SukhumvitSathornAriRatchadaOn Nut
/ Under the hood

The analyst doing all of this is called Atlas

It reads the market, runs the numbers and writes the memo. You choose how deep it goes.

Atlas Core1 credit

Fastest. Good for a quick read on whether a deal is worth a closer look.

Depth of reasoning
Atlas Pro2 credits

Balanced. Searches the live market and grounds every figure in what it finds.

Depth of reasoning
Atlas Elite15 credits

Longest reasoning and the widest search. For deals going to committee.

Depth of reasoning

Every tier verifies the same way. Depth changes how long it thinks, never whether it checks.

/ Method

Built to a standard, and clear about its limits

An analysis is only worth what its method is worth. Here is the method, and the honest edges of it.

Structured to IVS 106

The international standard for valuation reporting sets out what a report must convey. Every valuation states its basis of value, the valuation date, intended use and intended users, the approaches applied, the significant inputs, and its assumptions and limiting conditions.

Informed by IVS, not IVS-compliant: there is no inspection, no licensed valuer and no title search.

An automated valuation model

Thailand has no centralised, publicly searchable register of transacted prices. Transfers are written on the reverse of the title deed at the local Land Office. So this model is calibrated against asking prices, the Treasury Department appraised value and published research, and it reports a range with a stated confidence rather than a single number.

Asking prices carry a negotiation margin and government appraisals sit below market. Both are labelled as what they are.

Thai statutory content

Every report carries the Treasury Department appraised value (ราคาประเมินกรมธนารักษ์) for the location, the transfer-cost stack a sale would actually incur, the title deed grade and what it means for mortgageability, and the ownership route open to a foreign buyer.

Transfer fee and specific business tax are computed on the government appraised value, not the sale price.

Estlla produces automated indicative valuations and investment analysis. It is not a formal appraisal by a valuer licensed under Thai law (ผู้ประเมินมูลค่าทรัพย์สิน), and must not be used for mortgage lending, litigation or taxation.

Frequently asked questions

A transparent underwriting engine computes IRR, cash-on-cash, DSCR and a full cashflow from your assumptions. Atlas grounds the market figures in live listings and institutional research, and cites every source.

No, and we engineered specifically against it. Every comparable is fetched from a live Thai portal and re-read on the page behind the link before it reaches your report. If a listing cannot be opened or its price and size cannot be confirmed, it is dropped rather than shown. You will sometimes see fewer comparables as a result; you will not see invented ones.

Yes. That is the Appraisal product, and it is separate from underwriting. It reconciles three approaches (income, sales comparison and cost) into an indicative value range, structured to the IVS 106 reporting standard and including the Treasury Department appraised value and transfer costs. It is an automated valuation, not a formal appraisal by a valuer licensed under Thai law.

Bangkok, Chiang Mai, Phuket and Pattaya, in depth. Every output is locked to the correct city, with comparables, districts and demand drivers specific to that market.

No. Estlla is analytical tooling to help you underwrite and stress-test deals faster. Always do your own due diligence.

Yes. The entire product and every AI report is fully bilingual, English and Thai.