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Funding and advertised pay are reported in USD; filed accounts retain their stated source currency and basis.

Exchange-rate basis

Indicative conversions use ECB reference rates dated 2026-09-14, applied consistently across all periods. They are not historical exchange rates. Indian rupees may use crore (1 crore = 10 million); other currencies use K, M and B. CSV downloads, source documents and quoted news headlines retain their original currencies.

THE PARIS EDITION 2026

Paris’s
real estate and construction tech industry,
in focus.

The companies, capital and talent shaping real estate and construction tech in Paris. Find the leaders. Understand the segments. See where the activity is.

Explore in Radar Read the key signals
Snapshot: Funding in USD
Illustrated cover for Real Estate and Construction Tech Industry Landscape of Paris
FR
COMPANIES · CAPITAL · TALENT

An industry ecosystem,
measured in context.

Real Estate and Construction Tech illustration
Companies tracked 378Real Estate and Construction Tech ecosystem in Paris Disclosed funding $1.24B88 companies · all recorded rounds Companies hiring 45With open roles at the snapshot Tracked open roles 950 employers posted in the preceding 30 days
MEET THE COMPANIES

Explore Paris’s real estate and construction tech leaders

24 featured companies from the funding, hiring, revenue and team-size leaderboards.

Expand panel +
Explore the full landscape
Real Estate and Construction Tech company highlights in Paris, snapshot 3 September 2026
Company
Colonieslivecolonies.com$213.11M—109—
Deepkideepki.com$176.95M—5—
Stonalstonal.com$129.7M—74—
Materamatera.eu$65.66M—186Financial figure available in RadarView in Radar
Artur\'Inarturin.com$57.82M—143—
Zefirzefir.fr$56.95M—60Financial figure available in RadarView in Radar
METRONmetron.energy$55.48M—172—
WeMaintainwemaintain.com$46.12M—180—
VINCI Immobiliervinci-immobilier.com—8 roles——
EffiCityefficity.com—7 roles——
Homeloophomeloop.fr—5 roles25—
Mandamanda.fr—5 roles——
papernestpapernest.com—5 roles555—
Checkmyguestcheckmyguest.fr—4 roles84$0FYFY2022 filing
Kactuskactus.com—4 roles54—
Waterairwaterair.com—4 roles350—
Asapasap.work——43Financial figure available in RadarView in Radar
COOLOCcooloc.com————
ChouetteCoprochouettecopro.com——16—
Entreparticulierscomentreparticuliers.com——3—
Green-Acresgreen-acres.fr——92—
Hello Watthellowatt.fr——98—
Klepierreklepierre.com——1,402—
Kraaftkraaft.co——28—
24 featured companies

Locked revenue figures are available in Radar; the eight company financial previews stay the same throughout this page. A dash means the figure is outside these featured lists. Revenue years vary by company; the figures are not a like-for-like revenue comparison. Compare annual accounts ↗

Company discovery

Recorded evidence only
THE KEY SIGNALS

Real Estate and Construction Tech industry KPIs in Paris

A few useful ratios bring the size of this ecosystem into perspective.

3 September 2026
Hiring participation11.9%

45 of 378 tracked companies have open roles.

Funding participation25.7%

97 of 378 tracked companies have a recorded round.

Top 3 funding share42.0%

Share of disclosed capital received by the three largest recorded recipients.

Median disclosed round$2.5M

Midpoint of 133 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 42.0% of disclosed capital, while 74.3% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How Paris real estate and construction tech has grown

Recorded company formation and disclosed funding across the complete annual series shown.

Expand panel +
2016 — 2025

Disclosed funding by year

Sum of recorded funding rounds · USD

Paris real estate and construction tech
$0$85.24M$170.47M$255.71M$340.95M2016: $17.03M20162017: $34.02M20172018: $54.12M20182019: $76.3M20192020: $270.09M20202021: $212.31M20212022: $299.08M20222023: $53.47M20232024: $156.5M20242025: $43.39M2025
View the numbers
Annual real estate and construction tech funding and company formation in Paris
YearFunding (USD)FoundedRaising
2016$17.03M3912
2017$34.02M4017
2018$54.12M3114
2019$76.3M1813
2020$270.09M3113
2021$212.31M1312
2022$299.08M1114
2023$53.47M1211
2024$156.5M39
2025$43.39M26
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Colonies17.2%
  • Deepki14.3%
  • Stonal10.5%
  • Other companies58.0%

Funding by stage

146 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel72 49.3%
Series A–B57 39.0%
Series C+ / PE3 2.1%
Grants, debt & other14 9.6%

Recent recorded rounds

Latest recorded rounds · USD
2 rounds

Swipe or scroll horizontally to browse.

Seed04/2026
Luniwave $4.15M

Backed by Banque des Territoires and Good Only Ventures and others.

Largest and notable recorded rounds

Each card is one recorded round
10 cards

Swipe or scroll horizontally to browse.

THE BUSINESS BEHIND THE ACTIVITY

Revenue, profitability & financial strength

Annual accounts for reporting companies linked to this landscape, on like-for-like currency and reporting bases.

Expand panel +
EUR · millions · standalone

Display conversions use the dated reference rates above. Where a verified rate is unavailable, figures retain their source currency. Each reporting cohort keeps its currency and accounting basis separate.

FY2022 · company accounts; aggregate reporting threshold not met · 1 reporting entities from 1 eligible matches.

Revenue in covered accounts—

Sum of reporting-entity revenue; not Paris market sales.

Net profit / loss—

Combined result for the same cohort.

Aggregate net margin—

Combined net income ÷ combined revenue.

Median company revenue—

The middle covered reporting entity.

Profitable entities—

None of 1 covered entities.

Top-five concentration—

Share of covered revenue from the five largest entities.

Annual account trend

Reported cohort totals by year; coverage is stated for every period.

Bar height shows revenue. Changes in coverage can affect totals.

Profitability has two perspectives

FY2022 · 1 reporting entities

Open the company accounts

Up to eight fixed company previews show financial amounts. Search and sort the wider company list, then continue in Radar.

1 reporting entities
Continue your financial research in Radar

Explore full company accounts and filings.

View financials in Radar ↗
PARIS · INDUSTRY COHORTS

How does real estate and construction tech compare?

Each pair uses the same year, currency and reporting basis. Cohort overlap is disclosed.

IndustryCovered / eligibleRevenue totalMedian revenueNet profit / lossAggregate marginProfitable shareOverlap

Available-account cohorts are not estimates of whole industries. Overlapping entities can occur in more than one cohort; do not add cohort totals.

Coverage, calculations & financial sources

Filed annual accounts for exact designated national identifiers. Every aggregate and peer pair uses one fiscal year, source currency and reporting basis; periods, coverage and overlap are explicit; 2026 partials are excluded.

The same up to eight reporting entities remain open across years, filters and sorts. Other company figures are available in Radar.

Source currencies and accounting bases stay separate. Missing accounts are excluded rather than treated as zero. Exact reporting periods appear on company previews. Annual totals can change with coverage and do not measure growth of a fixed company cohort.

DIGITAL FOOTPRINT

Web traffic, app reach and release cadence

How the Paris companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.

Busiest websites

18 of the 378 companies on this page carry a measured traffic record (4.8%); these are the largest of those, by monthly visits. The median among them is 278,221 visits.

CompanyMonthly visitsAuthorityMobile
SeLogerseloger.com15,624,2427867.6%
PAP.frpap.fr2,324,4836664.1%
Point.Ppointp.fr1,410,6075559.8%
Green-Acresgreen-acres.fr817,2224148.5%
Sweet Home 3Dsweethome3d.com592,6025222.7%
Agriaffairesagriaffaires.com516,8784965.6%
Materamatera.eu295,4154543.8%
Habitatprestohabitatpresto.com282,5065867.5%
papernestpapernest.com278,2444865%
pratiquefr118000.fr278,1994165.7%

Visits and authority are third-party web estimates, not company-reported figures.

Most-installed apps

69 of these companies (18.3%) publish at least one Android app — 149 apps in all, carrying 19.2M installs between them.

AppInstallsRatingStore category
SeLoger – Real Estates FranceSeLoger7.7M4.6Tools
Augment - 3D Augmented RealityAugment4.7M3.1Business
PAPPAP.fr2.2M4.5Lifestyle
Hello Watt Suivi Conso ÉnergieHello Watt1.4M—Tools
Sweet Home 3D: Plan your houseSweet Home 3D615.7K3.4House & Home
Kraaft - Construction site appKraaft458.6K4Business
Green-AcresGreen-Acres436.6K4.3Tools
Licitor Enchères immobilièresLicitor349.1K—Tools
POINT.PPoint.P238K—Shopping
Cycle ZéroCycle Zero213.6K—Shopping

Installs are lifetime totals to date at the June 2026 store reading — a measure of reach, not of people using an app today.

App reach by segment

The busiest app inside each of this page’s own segments, with the quarterly release trend behind it (2023Q4–2026Q2).

SegmentAppsInstallsLeading appRelease trend
Residential Real Estate Tech1210.7MSeLoger – Real Estates France 7.7M
Commercial Real Estate Tech610.3MPAP 2.2M
Construction Tech266.4MAugment - 3D Augmented Reality 4.7M
Facility Management Tech811.8MHello Watt Suivi Conso Énergie 1.4M
Energy Efficiency Tech391.7MPraxedo 139.2K
Field Force Automation9751.9KKraaft - Construction site app 458.6K
Enterprise Collaboration2481.9KBulldozair 23.3K
B2B E-Commerce3466.1KPOINT.P 238K

A company can carry several segment tags, so these rows overlap and should not be added together. Trend lines are zero-based and share one quarter grid, so a flat line is a quiet segment, not a missing one.

Release cadence by quarter

New apps published, beside apps whose most recent update landed in that quarter — the second bar is how much of the shelf is still being maintained.

2023Q1: 32023Q1: 02023Q12023Q2: 82023Q2: 12023Q22023Q3: 32023Q3: 02023Q32023Q4: 22023Q4: 22023Q42024Q1: 52024Q1: 42024Q12024Q3: 12024Q3: 52024Q32024Q4: 42024Q4: 52024Q42025Q1: 62025Q1: 12025Q12025Q2: 72025Q2: 22025Q22025Q3: 62025Q3: 102025Q32025Q4: 42025Q4: 62025Q42026Q1: 52026Q1: 222026Q1

Darker bars are new releases, lighter bars apps updated. 104 of 149 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.

INSIDE THE INDUSTRY

The Paris real estate and construction tech market map

Explore the segments behind the headline numbers.

Expand panel +

Where companies are building

Rank segments by scale, hiring or disclosed funding.

Enterprise tech274
Enterprise software158
Consumer digital124
Saas116
Real estate tech95
Real estate saas47
Construction saas36
Marketplaces35
B2c e-commerce32
Construction project management31
Real estate listings31
Future of work29

Companies can sit in several segments. Counts and funding overlap.

SEGMENT TO EXPLORE

Enterprise tech

The largest measured segment in this report snapshot.

274companies
12.0%have hiring activity

33 companies hiring · $1.07B disclosed funding

Explore in Radar

How companies make money

Common revenue models; a company can use more than one.

Subscription248
Commission on transaction134
Fee-for-service74
Advertising49
Renting / leasing44
E-commerce - service35
E-commerce - product12
Physical commerce7
THE COMPANIES IN MOTION

Who is listing, hiring leaders, launching and winning work

Recorded corporate activity linked to companies in this landscape.

Expand panel +
Recent corporate headlines 10 dated reports
Mergers & acquisitionswemaintain.com ↗

Otis Worldwide Corporation, one of the world’s leading firms for elevator and escalator manufacturing, installation, service and modernisation, has closed an agreement to acquire a majority stake in WeMaintain, a fast-growing, technology-enabled service company for the elevator and escalator industry.

Mergers & acquisitionsklepierre.com ↗

Ten years after Corio's integration, the European leader in shopping centres has forged a method where investment strategy and workforce management are inseparable.

Funding roundszefir.fr ↗

French proptech Zefir has secured €15 million in Series B funding, taking its total to €50 million.

Funding roundsentreparticuliers.com ↗

On July 28, 2025, Entreparticuliers announced the issuance of 608 bonds with embedded warrants, for a nominal amount of €1,996,672.

Funding roundsviziosense.com ↗

The start-up in Lille, VizioSense, specialising in urban flow analysis without the use of video surveillance, has just raised €2.7 million to accelerate its European development.

Funding roundsspacefill.eu ↗

In the continuation of its EUR 10 million investment plan in AI, Spacefill, software publisher SaaS for 3PL management, is providing WMS and TMS publishers with its Smart Order IA white-label solution.

Funding roundscooloc.com ↗

In May 2025, COOLOC secured €263,000 in pre‑seed funding from FrenchTech Seed Fund.

Funding roundskraaft.co ↗

Kraaft, a Paris, France-based company building a management app for construction, raised €13m in Series A funding.

Mergers & acquisitionsmatera.eu ↗

Three months after buying a stake in Matera for approximately R$ 500 million, Warburg Pincus (WP) made another investment in Brazil.

Mergers & acquisitionsadvizeo.io ↗

Clipperton acted as the sole financial advisor to advizeo, a French leader in Energy Management solutions, on its sale to Hager Group.

Full recorded event mix

Top 9 categories among 34 recorded events in the 24-month window.

Leadership moves
8
Funding rounds
8
Mergers & acquisitions
7
New products
3
Layoffs
2
Earnings
2
Company announcements
2
Contracts
1
Asset acquisitions
1
2 activity cards

Swipe or scroll horizontally to browse.

Leadership moves

1 tracked people moves

Hiboo ↗
Ciaran Higgins

Appointment local representative

Workforce actions

2 companies with reported reductions

SeLoger ↗

275 rolescost reduction

nam.R ↗

9 rolescost reduction

Mergers and acquisitions

Company-linked deal reports; status is preserved as recorded.

Acquirer → targetStatusDateValue / context
Otis Worldwide Corporation→WeMaintain ↗Announced2026-04-17Not stated in snapshot
Klepierre→corioCompleted2026-02-04Not stated in snapshot
oyo→Checkmyguest ↗2024-12-24Not stated in snapshot
warburg pincus→Matera ↗Announced2024-10-11Not stated in snapshot
hager group→Advizeo ↗Announced2024-10-02Not stated in snapshot
Gurugram-based company→Checkmyguest ↗Completed2024-09-24Not stated in snapshot

A discussion or rumour is not a completed transaction. An unstated value is not zero.

PEOPLE & OPPORTUNITY

The talent market

1,065 postings in the preceding 12 months. The full 2,542-posting snapshot covers 68 employers.

Expand panel +

Most advertised job titles

Agent Commercial (H/F)571
Agent Commercial En Immobilier F/H349
Agent Immobilier (H/F)193
Agent Commercial En Immobilier Expérimenté F/H168
Agent Commercial / Conseiller Immobilier H/F161
Agent Commercial En Immobilier F/H (Indépendant / Freelance)131
0 internship postings

0 tracked postings mention remote work.

The seniority mix

119 postings specify a level.

unspecified
2,423
manager
83
entry
12
senior
12
lead
9
intern
3

Skills employers mention

Top skills across 2,542 tracked postings in the available jobs snapshot.

Llm
3
Ai Tools
2
Wireframes
2
User Research
2
Power Bi
2
Bi
2
Sql
2
Frontend
2
Apis
2
Backend
2
ADVERTISED PAY$108.0K/ year

Median across 138 postings with pay data, expressed in USD.

THE PEOPLE BUILDING THE FIELD

Founders and leaders

277 founders and chief executives across 179 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

43 profiles with education records.

HEC Paris
16
INSEAD
3
Columbia University
3
Harvard University
2
Harvard Business School
2
University of California (Berkeley)
2
Stanford University
2
EDHEC Business School
2

Prior employers

8 profiles with prior-work records.

Boston Consulting Group
2
Microsoft
2
Google
1
eBay
1
Bain
1
McKinsey
1

Profiles cover recorded founders and leaders; contact details remain in Radar.

NEWS INTELLIGENCE

How this industry appears in the news

3,334 articles in the measured 12-month window.

Expand panel +
3,334articles in the measured year
774articles in 2026Q1
77.5%positive tone in the latest complete year

News volume trends

Real Estate and Construction Tech coverage tagged Paris · articles per complete quarter

03507001,0511,4012021Q2: 5412021Q22021Q3: 6172021Q4: 5692022Q1: 6192022Q2: 7292022Q22022Q3: 5132022Q4: 7592023Q1: 6152023Q2: 8132023Q22023Q3: 6772023Q4: 6872024Q1: 8372024Q2: 9692024Q22024Q3: 1,2182024Q4: 9372025Q1: 1,2172025Q2: 1,0812025Q22025Q3: 7322025Q4: 7132026Q1: 7742026Q1
View quarterly article counts
QuarterArticles
2021Q2541
2021Q3617
2021Q4569
2022Q1619
2022Q2729
2022Q3513
2022Q4759
2023Q1615
2023Q2813
2023Q3677
2023Q4687
2024Q1837
2024Q2969
2024Q31,218
2024Q4937
2025Q11,217
2025Q21,081
2025Q3732
2025Q4713
2026Q1774

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
1,443 positive · 18 neutral · 356 negative
2022
2,044 positive · 46 neutral · 526 negative
2023
2,032 positive · 28 neutral · 731 negative
2024
2,914 positive · 139 neutral · 905 negative
2025
2,898 positive · 122 neutral · 720 negative

Leading coverage topics

Real Estate and Construction Tech coverage tagged Paris · ranked by full-period article count.

Solar Photovoltaic (Pv) Energy Systems266 articles in the full recorded period
385 recent · 265 prior
New Product Launches And Innovations235 articles in the full recorded period
278 recent · 263 prior
Strategic Partnerships And Collaborations205 articles in the full recorded period
295 recent · 229 prior
Electric Vehicle (Ev) Technology And Innovations181 articles in the full recorded period
249 recent · 142 prior
Green Hydrogen Production Methods155 articles in the full recorded period
143 recent · 156 prior
Hydrogen Fuel Cell Technology140 articles in the full recorded period
134 recent · 149 prior
Technology Adoption And Digital Transformation137 articles in the full recorded period
176 recent · 162 prior
Electric Vehicle (Ev) Technology137 articles in the full recorded period
159 recent · 211 prior
Sustainability Initiatives And Esg Reporting136 articles in the full recorded period
120 recent · 158 prior
Corporate Earnings Reports And Financial Performance122 articles in the full recorded period
130 recent · 137 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

France comparison coverage

KeywordRecentPriorChange
solar pv31921250%
photovoltaic systems20710892%
electric vehicle r&d19612853%
comex gold analysis15771121%
gold futures trends13144198%
ev energy management systems1277276%
electric motor innovations1136866%
pv modules10232219%
ev thermal management845165%
dc fast-charging deployment785153%
ev power electronics5695-41%
quarterly results3369-52%
economic slowdown3254-41%
global marketplace241-95%
international selling241-95%

Event and signal lenses

France comparison coverage

All complete annual cohorts shown
Rising

Regulatory Risk

4,610 classified articles

bluesy jazz piano, modern composition jazz, contrapuntal jazz

35.4% critical · 42.3% positive
Rising

Funding Momentum

1,036 classified articles

solar electricity generation, solar pv, club valuation

41.2% critical · 49.2% positive
Rising

Growth

2,253 classified articles

dc fast-charging deployment, charging corridor development, solar electricity generation

35.6% critical · 49.8% positive

Real Estate and Construction Tech coverage tagged Paris. Topic labels describe recorded classifications and can include broad context.

RESEARCH SIGNALS

What Real Estate and Construction Tech research is working on

24,660 papers in the recorded worldwide scope.

Expand panel +
24,660papers
24,660worldwide comparison pool
—India-affiliated papers

Research orientation

Promising
11,563
Problem-identifying
5,267
Descriptive
3,363
Breakthrough
2,720
Comparative
983
Cautionary
663
Critical
101

Contribution mix

Methods-led
12,172
Empirical
9,036
Reviews
2,281
Position pieces
927
Theoretical
244

Tone counts: 23,848 positive · 342 neutral · 470 negative.

Common problems researchers identify
5,368 papers · 21.8% of this field
  • Building information modeling3,915 papers
  • Construction industry649 papers
  • Construction engineering554 papers
  • Prefabrication464 papers
  • Architectural engineering420 papers
  • Process management416 papers
  • Interoperability367 papers
  • Knowledge management292 papers

Landmark: Towards a semantic Construction Digital Twin: Directions for future research

Cautions
663 papers · 2.7% of this field
  • Building information modeling474 papers
  • Construction industry68 papers
  • Prefabrication67 papers
  • Interoperability64 papers
  • Construction engineering53 papers
  • Architectural engineering46 papers
  • Process management41 papers
  • Software38 papers

Landmark: Organizational Divisions in BIM-Enabled Commercial Construction

Opportunities
14,283 papers · 57.9% of this field
  • Building information modeling9,037 papers
  • Prefabrication1,427 papers
  • Construction engineering1,185 papers
  • Architectural engineering1,171 papers
  • Workflow1,038 papers
  • Systems engineering1,011 papers
  • Interoperability935 papers
  • Sustainability707 papers

Landmark: Application Areas and Data Requirements for BIM-Enabled Facilities Management

Leading institutions

Hong Kong Polytechnic University
5,634
University of Florida
4,807
Curtin University
4,738
Politecnico di Milano
4,008
Georgia Institute of Technology
3,487
University of Salford
3,373

Leading researchers

Rafael Sacks
5,164
Salman Azhar
3,539
Raja R. A. Issa
2,935
Chuck Eastman
2,904
Paul Teicholz
2,904
Kathleen Liston
2,904
Xiangyu Wang
2,335
Burçin Becerik-Gerber
1,923

Highly cited breakthrough-labelled papers

  • Historic building information modelling (HBIM)523 citations
  • Automated Progress Monitoring Using Unordered Daily Construction Photographs and IFC-Based Building Information Models388 citations
  • Rehabilitation and Strengthening of Concrete Structures Using Ultra-High Performance Fibre Reinforced Concrete298 citations
  • BOT: The building topology ontology of the W3C linked building data group228 citations
  • Tracking the Built Status of MEP Works: Assessing the Value of a Scan-vs-BIM System207 citations

Common problems researchers identify

4,992 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

BIM in Construction OperationsCommon problems researchers identify · 01

BIM in Construction Operations

1,061 papers

21.3% of this theme group

Researchers examine how BIM supports construction engineering, operations, and process management.

Building information modeling (960) · Operations management (202) · Process management (196) · Construction engineering (195)

BIM技术在建筑工程管理中的作用分析

건축 설계 BIM 모델의 시공단계 활용성 향상을 위한 BIM 운영 방안 제시 - 시공전단계 BIM 적용 사례를 중심으로 -

View research history
YearShare index
2022846.4
2023863.9
2024738.6
2025381.1
BIM for Smart Building DevelopmentCommon problems researchers identify · 02

BIM for Smart Building Development

889 papers

17.8% of this theme group

Studies highlight challenges and applications of BIM in architectural and systems engineering for smart structures.

Building information modeling (869) · Architectural engineering (138) · Construction engineering (152) · Systems engineering (101)

Adopting Building Information Modeling (BIM) for the Development of Smart Buildings: A Review of Enabling Applications and Challenges

Research on applications of Building Information Modelling (BIM) in construction project management information systems

View research history
YearShare index
2022936.0
2023971.4
2024830.6
2025407.5
BIM for Sustainable DesignCommon problems researchers identify · 03

BIM for Sustainable Design

807 papers

16.2% of this theme group

Works focus on using BIM to enable sustainable construction and knowledge management of information models.

Building information modeling (752) · Information model (83) · Construction industry (121) · Knowledge management (90)

Building Information Modeling in Support of Sustainable Design and Construction

Towards implementation of building information modelling in the construction industry

View research history
YearShare index
2022730.8
2023746.7
2024588.1
2025434.8
BIM Implementation BarriersCommon problems researchers identify · 04

BIM Implementation Barriers

678 papers

13.6% of this theme group

Analyses identify governmental and knowledge‑management obstacles that hinder BIM adoption in the construction sector.

Building information modeling (657) · Construction industry (300) · Government (115) · Knowledge management (108)

Barriers to Implementation of Building Information Modeling (BIM) to the Construction Industry: A Review

Challenges for Implementation of Building Information Modeling (BIM) in Malaysian Construction Industry

View research history
YearShare index
2022723.9
2023744.2
2024585.5
2025423.0
BIM and Building Lifecycle SustainabilityCommon problems researchers identify · 05

BIM and Building Lifecycle Sustainability

676 papers

13.5% of this theme group

Papers discuss BIM’s role in life‑cycle engineering, renovation, and reuse for greener architecture.

Sustainability (91) · Building information modeling (237) · Architecture (72) · Reuse (33)

The Role of Life Cycle Structural Engineering in the Transition towards a Sustainable Building Renovation: Available Tools and Research Need

Review on the Developments of Structure, Construction Automation, and Monitoring of Intelligent Construction

View research history
YearShare index
20221789.1
20231813.8
20241786.0
20252337.4
Prefabrication Quality IssuesCommon problems researchers identify · 06

Prefabrication Quality Issues

482 papers

9.7% of this theme group

Research points to quality problems and preventive measures in prefabricated and precast construction.

Prefabrication (425) · Architectural engineering (137) · Precast concrete (45) · Civil engineering (54)

Analysis on the Quality Problems and Preventive Measures of Prefabricated Building Construction

Exploration of prefabricated building system in housing construction

View research history
YearShare index
2022376.5
2023398.0
2024355.3
2025187.3
BIM Interoperability ChallengesCommon problems researchers identify · 07

BIM Interoperability Challenges

399 papers

8.0% of this theme group

Studies address software and workflow incompatibilities that limit BIM’s effectiveness across disciplines.

Interoperability (224) · Building information modeling (342) · Software engineering (29) · Workflow (43)

BIM UNDERSTANDING AND ACTIVITIES

STRUCTURAL ENGINEERING AND ARCHITECTURE COLLABORATION IN THE CONCEPTUAL DESIGN THROUGH STRUCTURAL OPTIMIZATION WITHIN THE BIM METHODOLOGY

View research history
YearShare index
2022836.1
2023816.2
2024610.4
2025547.6

Cautions

605 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

BIM in Modular Construction RisksCautions · 01

BIM in Modular Construction Risks

178 papers

29.4% of this theme group

Authors caution about performance impacts and challenges when applying BIM to modular building processes.

Building information modeling (172) · Process management (35) · Construction industry (39) · Construction engineering (28)

Implementation of Building Information Modeling (BIM) in Modular Construction: Benefits and Challenges

Estimating the impact of Building Information Modeling (BIM) utilization on building project performance

View research history
YearShare index
2022866.8
2023920.6
2024894.4
2025624.9
Regulatory and Risk Concerns for BIMCautions · 02

Regulatory and Risk Concerns for BIM

84 papers

13.9% of this theme group

Works highlight governmental risk analysis and effort estimation issues linked to BIM use.

Building information modeling (72) · Government (11) · Risk analysis (8) · Construction engineering (13)

The Use of BIM Technology in the Process of Analyzing the Increased Effort of Structural Elements

Application of BIM Technology in Calculation of a Residential Building

View research history
YearShare index
2022335.4
2023366.8
2024434.0
2025246.6
BIM for Energy and Sustainability LimitsCautions · 03

BIM for Energy and Sustainability Limits

81 papers

13.4% of this theme group

Papers discuss constraints of BIM‑based energy simulation and sustainable infrastructure implementation.

Building information modeling (78) · Construction engineering (17) · Information model (11) · Information system (6)

Building Information Modelling and Energy Simulation for Architecture Design

The role of Building Information Modelling in the implementation of sustainable, environmentally friendly, and social infrastructure project

View research history
YearShare index
2022540.1
2023567.0
2024634.2
2025535.5
BIM Workflow with AR/VRCautions · 04

BIM Workflow with AR/VR

75 papers

12.4% of this theme group

Research warns of workflow complexities when integrating augmented or virtual reality into BIM processes.

Workflow (17) · Building information modeling (45) · Augmented reality (6) · Virtual reality (6)

BIM processes and workflows using the example of the subway extension in Stockholm

Shape Shifting: The story of a 3d model in construction

View research history
YearShare index
2022209.5
2023214.9
2024172.5
2025273.5
Prefabrication Motivation vs. LimitsCautions · 05

Prefabrication Motivation vs. Limits

74 papers

12.2% of this theme group

Studies outline motivations for prefabrication and the technical or sustainability limitations that remain.

Prefabrication (59) · Modular design (15) · Precast concrete (10) · Structural engineering (9)

Motivations and Limitations of Prefabricated Building: An Overview

AN ENTROPY-BASED STUDY ON THE EFFECTIVENESS OF PREFABRICATION IN ACHIEVING SUSTAINABLE CONSTRUCTION

View research history
YearShare index
202299.2
202399.4
202474.4
2025175.4
BIM–Energy Model InteroperabilityCautions · 06

BIM–Energy Model Interoperability

58 papers

9.6% of this theme group

Authors note difficulties linking BIM with building energy models and related software tools.

Interoperability (37) · Building information modeling (56) · Software engineering (10) · Software (15)

Interoperability between Building Information Modelling (BIM) and Building Energy Model (BEM)

Building Information Modeling-Based Building Energy Modeling: Investigation of Interoperability and Simulation Results

View research history
YearShare index
20223274.3
20233184.0
20242969.2
20253067.9
BIM for Embodied Energy AssessmentCautions · 07

BIM for Embodied Energy Assessment

55 papers

9.1% of this theme group

Works caution about the accuracy and scope of BIM‑based embodied energy and retrofitting analyses.

Sustainability (14) · Efficient energy use (9) · Energy consumption (7) · Retrofitting (7)

Using Building Information Modeling to Assess the Initial Embodied Energy of a Building

Multidisciplinary Energy Assessment of Tertiary Buildings: Automated Geomatic Inspection, Building Information Modeling Reconstruction and B

View research history
YearShare index
20221228.4
20231293.6
20241006.3
20251351.4

Opportunities

13,279 papers · 7 recurring themes
7 cards

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BIM for Construction ManagementOpportunities · 01

BIM for Construction Management

1,366 papers

22.8% of this theme group

Opportunities focus on leveraging BIM to streamline construction engineering, processes, and systems integration.

Building information modeling (1,293) · Construction engineering (296) · Process management (183) · Systems engineering (233)

An Overview of Using Building Information Modelling (BIM) in Construction Management

Building Information Modeling BIM as a Development Tool for the Management of Construction Projects

View research history
YearShare index
2022956.6
2023978.5
2024829.7
2025411.6
Automated BIM WorkflowsOpportunities · 02

Automated BIM Workflows

1,198 papers

20.0% of this theme group

Research highlights BIM‑driven automation of design coordination and smart infrastructure maintenance.

Building information modeling (968) · Software (123) · Workflow (136) · Systems engineering (141)

A BIM-based approach to automate the design and coordination process of mechanical, electrical, and plumbing systems

BIM Approach for Smart Infrastructure Design and Maintenance Operations

View research history
YearShare index
20223439.3
20233355.6
20243117.9
20253173.0
AR‑Enhanced BIM VisualizationOpportunities · 03

AR‑Enhanced BIM Visualization

991 papers

16.5% of this theme group

Papers explore augmented reality and visual tools that improve decision‑making within BIM workflows.

Building information modeling (369) · Augmented reality (54) · Visualization (80) · Workflow (97)

Digital Transition and Waste Management in Architecture, Engineering, Construction, and Operations Industry

A Visual Support Tool for Decision-Making over Federated Building Information

View research history
YearShare index
2022268.0
2023269.1
2024208.9
2025351.8
Interoperable BIM for Sustainable DesignOpportunities · 04

Interoperable BIM for Sustainable Design

837 papers

13.9% of this theme group

Studies present interoperable BIM frameworks that support sustainable architectural modeling and assessment.

Building information modeling (763) · Information model (141) · Interoperability (90) · Systems engineering (89)

Evaluating Sustainability of Architectural Designs Using Building Information Modeling

Building information modelling in sustainable design and construction

View research history
YearShare index
2022501.3
2023494.2
2024367.4
2025249.3
Prefabricated Construction InnovationOpportunities · 05

Prefabricated Construction Innovation

726 papers

12.1% of this theme group

Research showcases design‑for‑manufacture approaches that make prefabricated building faster, cheaper, and greener.

Prefabrication (571) · Precast concrete (91) · Structural engineering (94) · Modular design (120)

Design for manufacturing and assembly for sustainable, quick and cost-effective prefabricated construction – a review

Analysis of Prefabricated Systems in the Construction of Family Houses

View research history
YearShare index
2022155.8
2023158.5
2024124.8
202574.9
BIM‑Based Energy and LCA IntegrationOpportunities · 06

BIM‑Based Energy and LCA Integration

594 papers

9.9% of this theme group

Works propose integrating BIM with energy analysis and life‑cycle assessment to drive greener building design.

Energy consumption (110) · Efficient energy use (92) · Building information modeling (429) · Life-cycle assessment (77)

Integrating BIM with Green Building Certification System, Energy Analysis, and Cost Estimating Tools to Conceptually Design Sustainable Buil

Building Information Modeling (BIM) and Sustainability – Using Design Technology in Energy Efficient Modeling

View research history
YearShare index
20221028.8
20231061.9
2024761.7
20251038.9
Heritage Documentation via BIMOpportunities · 07

Heritage Documentation via BIM

288 papers

4.8% of this theme group

Papers describe BIM frameworks for recording and managing cultural heritage structures.

Cultural heritage (141) · Documentation (79) · Building information modeling (195) · Workflow (67)

A FRAMEWORK FOR ARCHITECTURAL HERITAGE HBIM SEMANTIZATION AND DEVELOPMENT

An Integrated HBIM Framework for the Management of Heritage Buildings

View research history
YearShare index
20221658.4
20231622.3
20242052.4
20251488.3

How this field compares with the research baseline

Orientation shares compared with 25,000 papers in the reference sample.

Research orientationThis fieldReference sample
Promising46.9%37.2%
Problem-identifying21.4%9.5%
Descriptive13.6%17.7%
Breakthrough11.0%26.6%
Comparative4.0%3.7%
Cautionary2.7%4.6%
Critical0.4%0.9%

Concerns receiving less research attention

Counts and shares refer to the stated research pool. A low count describes how much of that research is recorded here, not the absence of a real-world concern.

Concern / example paperPapersShareRaised as a problemWorldwide share
Hardware, e-waste & supply chainIntegration of Building Information Modelling (BIM) and Life Cycle Assessment (LCA) for sustainable constructions170.07%5 (29.4%)0.07%
Privacy & surveillanceAPARTMENT LAYOUT AND PRIVACY SATISFACTION140.06%1 (7.1%)0.06%
Safety & misuseInteractions between Human, Technology and Organization in Building Information Modelling (BIM) - A scoping review of cr40.02%2 (50.0%)0.02%
Labour & data workFUTURE OF DWELLING: THE ADVANTAGES OF PREFABRICATION IN ALLEVIATING THE RESIDENTIAL CRISIS30.01%3 (100.0%)0.01%
Concentration of compute powerComplexity Analysis of Prefabrication Contractors’ Dynamic Price Competition in Mega Projects with Different Competition10.0%1 (100.0%)0.0%
Energy & datacenter footprint00.0%0 (%)0.0%
Water use00.0%0 (%)0.0%
Carbon & emissions of compute00.0%0 (%)0.0%
Bias & fairness00.0%0 (%)0.0%

Institution and researcher rankings use citations to their covered work. Research scope: worldwide. This may be broader than the company geography.

UNDERSTAND THE LANDSCAPE

Real Estate and Construction Tech in Paris: key questions

Clear definitions for making better comparisons.

What does this landscape measure?

It measures the tracked company ecosystem, recorded funding, hiring and other available evidence. It is not a market-size estimate.

Can segment counts be added together?

No. A company can belong to several segments, so segment counts and funding can overlap.

What does a missing figure mean?

A dash or unavailable panel means the current reviewed source snapshot does not support that figure.

KEEP EXPLORING

Put Paris in context

All landscapes ↗

Company ecosystem snapshot: 3 September 2026. Funding is recorded in USD; filed accounts retain their stated currency and reporting basis. Each section identifies its own coverage. The news and research behind these sections is explorable in Prism.

Canonical landscape ↗
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