Fundraising Fox

Samp

Entrepreneur First '20

Paris, FR · Founded 2020 · 54 employees on LinkedIn · 4 known investors

Samp builds AI-powered software that generates an always-up-to-date 3D virtual replica of industrial sites from 3D scans, helping teams prepare and execute maintenance, modernisation, and modifications faster. It serves industrial facilities such as those in the water and energy sectors, supporting engineering-to-operations handover and asset visibility.

Also known as Shared Reality

Founders & leadership

Samp was founded in 2020 by Shivani Shah and Laurent Bourgouin.

SSShivani Shah
Shivani ShahinCo-founder & CTOShivani Shah completed a master's in Informatics at Grenoble INP and a PhD at Université de Tours. Her doctoral research, conducted at CEA, centered on unsupervised machine learning methods for large-scale datasets.
LBLaurent Bourgouin
Laurent BourgouininCo-founder & CEOLaurent Bourgouin trained as a mechanical engineer and holds a PhD in Computational Fluid Dynamics. His career spans more than 15 years in the energy sector, including roles at ENGIE, Wood and Dassault Systèmes.
GDGuillaume Delarue
Guillaume DelarueinFounder

Investors · 4

Company profile

researched Aug 2026

Samp is an industrial software vendor headquartered in Europe that sells Shared Reality, a browser-based SaaS workspace built on AI-generated 3D reality models of industrial facilities. Rather than relying on human CAD modelling, the product ingests 3D reality capture performed by third-party surveyors and converts it, within hours, into an interactive 3D workspace in which each asset is individually segmented. Each client organisation is served by a fully segregated cloud environment hosted in a region of its choice, with role-based access, site-by-site audience controls, and traceability of updates.

The product is organised in three layers. EXPLORE provides navigation of AI-generated 3D reality models across multiple global sites, 3D measurement, annotation, object insertion, and filtering/colorising of segmented assets, supported by a built-in "Infinistream" 3D engine and the "3D Assetizer" segmentation AI. ENRICH lets users tag 3D assets and attach metadata, or link assets to tag identifiers in external systems of record such as ERP, EAM or CMMS via file exchange or API, so that attributes flow between the twin and enterprise systems. UNIFY links 3D assets to symbols and lines in 2D flowsheets (P&ID, PFD, isometrics, single-line diagrams) using a "2D Assetizer" AI that turns static diagram images into interactive overlays, with a Copilot that guides users along piping systems and redlining tools to reconcile diagrams with field reality. Models can be refreshed area-by-area after a surveyor recapture, or item-by-item from a smartphone or tablet scan.

Stated use cases span engineering and hazard studies, work planning, procurement, training, claims resolution, QHSE, asset management, permitting, inspection, P&ID revalidation, equipment isolation (lock-out/tag-out), tests and commissioning, and certification.

Founding story

The company originated in 2019 when Shivani Shah and Laurent Bourgouin met over coffee at Station F in Paris as part of the Entrepreneur First program. Bourgouin had spent around 15 years in the water and energy industry, including time at Dassault Systèmes, where he observed that roughly 30% of field data in industrial facilities is not accurately reflected in digital systems, causing delays and safety risks. Shah had recently completed a PhD (Université de Tours) and worked as a researcher at the French atomic and alternative energies commission (CEA), applying AI to metagenomics and next-generation sequencing data, and was looking for a real-world problem for her AI expertise. She recognised that AI techniques used to process LIDAR data in autonomous vehicles could be applied to industrial facility scans, producing the shared vision of automatically generating an intelligent 3D virtual replica of an industrial site from a simple 3D scan. The company name derives from the Gujarati word "samp," meaning unity or togetherness.

Business model

Software vendor selling Shared Reality as an online SaaS accessible through a web browser, with each client organisation provisioned a fully segregated cloud environment hosted in its chosen region and access governed by roles and per-site audiences. Customers extend access to their own staff plus supply chain, partners, contractors and inspection or certification bodies, an approach the company calls "crowd sourcing of data quality." ENRICH and UNIFY capabilities are described as add-ons used on a need basis beyond the base EXPLORE feature set. Pricing is not disclosed in the sources.

The sources describe Shared Reality as software sold by Samp and delivered as an online SaaS to client organisations; no pricing, contract structure or revenue figures are disclosed.

Traction

More than 150 industrial sites in France as of September 2024, with the company describing deployment on hundreds of sites worldwide with top-tier global customers. Reference customers named in press materials and on the site include Engie, SUEZ, Veolia, Teréga, Trapil, SFDM, Storengy, Elengy, BRL Exploitation, SURVEY and Franciliane. The largest deployed site, at Engie subsidiary Storengy, contains more than 10,000 objects. Headcount grew organically from three or four people to about 30 over five years.

Latest developments

The €6M round announced 16 September 2024 is directed at expanding the sales team in France and Europe, continued AI and 3D R&D against an ambitious product roadmap, and preparation for expansion outside Europe. Company blog items dated 2026 cover a Shared Reality 2026.02 release adding capabilities to preserve intelligence across P&ID updates, expand API integrations, simplify enterprise administration and give users more control over complex 3D environments, plus content aimed at midstream oil and gas operators.

Full profile — market position, technology, go-to-market, geography, history, risks & controversies

Market position

Positioned as a deep tech supplier of "AI-generated" digital twins for existing, ageing industrial infrastructure, differentiated from CAD/BIM-based twins by not requiring a 3D CAD model. The company reported deployment across more than 150 industrial sites in France as of September 2024 and cites named references including Engie, SUEZ, Veolia, Teréga, Trapil and SFDM. Its lead investor describes the ambition as becoming "the operating system of Industry 4.0." No independent market-share or ranking data appears in the sources.

The company positions Shared Reality as usable without an existing 3D CAD model — customers such as Storengy and Elengy state they work directly with point clouds rather than creating and maintaining CAD models. Other claimed differentiators are automatic AI segmentation of scans into individually selectable assets, self-service updating of the 3D model (including from smartphone or tablet scans by field crews), browser-only access with no software installation or large file downloads, scalability to million-square-metre sites at 3mm detail, and linking of 3D assets to both 1D system-of-record data and 2D flowsheets. A surveying partner describes Samp as bringing intelligence to traditional 3D scans and going beyond the limits of BIM by making data easier to update.

Technology

Patented artificial intelligence combined with 3D streaming. Automatic segmentation ("3D Assetizer") converts monolithic point clouds from third-party reality capture into individually selectable assets; a "2D Assetizer" converts flowsheet images (PDF, SVG, PNG) into interactive diagrams; a Copilot AI suggests piping sections and equipment to link between 3D assets and 2D symbols. An "Infinistream" 3D engine is cited as enabling navigation of sites up to one million square metres at 3mm level of detail without local software installation or large file downloads. Integration with external systems of record (ERP, EAM, CMMS, document management, data historians) is via file exchange or API. The founding technical insight was that AI methods used to process LIDAR data in autonomous vehicles could be adapted to build digital twins of industrial facilities.

Go-to-market

Direct enterprise sales to industrial operators, supplemented by partnerships with surveying and engineering firms: TRAPIL states that it supports and promotes the partnership between its subsidiary SURVEY and Samp to deliver digital twin services to SURVEY's clients. Reality capture itself is performed by third-party surveyors rather than by Samp. Marketing includes webinars and product-release content aimed at segments such as midstream oil and gas operators. Proceeds of the 2024 round were allocated in part to building out the sales team in France and Europe, with existing presence in France, prospects in the UK, and preparation for expansion beyond Europe.

Primarily process industry operators — owner operators, contract operators and non-operating owners including public authorities — across utilities, power and energy (oil and gas), chemicals and industrial gases, maritime and offshore, pulp and paper, agribusiness, food and beverage, pharma and biotech, batteries and semiconductors, mining, and metals and minerals. Secondary user groups named on the website include engineering services and EPC firms and scanning service providers. Named users quoted include Teréga, SUEZ, SURVEY, TRAPIL, Storengy, BRL Exploitation, Elengy and Franciliane.

Geography

Headquartered in Paris, France, and described as a European-headquartered vendor with operations and clients across the globe. Deployment is concentrated in France (over 150 sites as of September 2024), with a team in France, prospects in the UK, sales expansion planned across Europe, and preparation for international expansion outside Europe. Client cloud environments can be hosted in the region of the customer's choice.

History

Sources give the founding date variously as 2019 (Promus Ventures portfolio page and press coverage of the funding round) and 2020 (the company FAQ, which says Samp was established in 2020, and an interview that says the company was founded in 2020 after the founders met at Entrepreneur First in 2019). COVID-19 struck just before the Entrepreneur First demo day, disrupting client engagements and site data access, though the interview notes the pandemic reinforced demand for remote site access. An early milestone was the go-live of the company's largest site, with more than 10,000 objects, at Engie subsidiary Storengy; around the same period Engie became a corporate investor through Engie New Ventures. The company reports four years of development of its patented AI and 3D streaming technology prior to the 2024 round, a €4M round led by Innovacom in 2022, and a €6M round led by Promus Ventures with Kvanted announced on 16 September 2024. Headcount reached about 30 by late 2024.

Risks & controversies

No controversies are reported in the sources. Sources disagree on the founding year (2019 versus 2020) and on the label for the €6M round (described as a Series A only in a newsletter interview). The €4M 2022 round led by Innovacom and the Engie New Ventures corporate investment are each supported by a single secondary source with no disclosed dates or terms, and no USD equivalents for the euro amounts are stated anywhere in the material. Much of the customer evidence consists of vendor-published testimonials. Operationally, the model depends on third-party surveyors for reality capture and on integration with customers' existing ERP/EAM/CMMS systems.

Compiled by commissioned research from 8 cited public sources — announcements, filings, and press listed under research sources below.

Key figures

latest reported
HeadcountDec 202430 employees
Industrial sites where Samp is deployed (France)Sep 2024150 sites
Largest deployed site object countDec 202410,000 objects

Company-reported or press-reported figures, each dated to when it was claimed — not independently audited.

Competitors · 3

by search overlap

Companies competing with Samp for the same Google search keywords, organic and paid, via search-intersection analysis.

Timeline · 5

launches, deals, and filings
Jul 2026
Shared Reality product update 2026.02

Company blog entry describing a Shared Reality release focused on preserving intelligence across P&ID updates, expanded API integrations, enterprise administration, and controls for complex 3D environments.

source ↗

Sep 2024
Samp raises €6M led by Promus Ventures

Samp announced the closing of a €6 million round led by US deep tech investor Promus Ventures with participation from Finnish industrial technology VC Kvanted. Proceeds are earmarked for expanding the sales team in France and Europe, continued AI and 3D R&D, and preparation for international expansion outside Europe. A newsletter interview with CTO Shivani Shah describes the €6M round as a Series A.

source ↗

Jan 2022
€4M round led by Innovacom

Prior to the €6M round, Samp raised €4 million in 2022 led by French VC Innovacom, according to an interview with co-founder and CTO Shivani Shah.

source ↗

Jan 2020
Engie New Ventures becomes corporate investor

Around the time Samp's largest deployment went live at Storengy, an Engie subsidiary, Engie became a corporate investor in Samp via Engie New Ventures, per an interview with CTO Shivani Shah. No amount or precise date was disclosed.

source ↗

Jan 2019
Founders meet through Entrepreneur First at Station F

Laurent Bourgouin and Shivani Shah met in 2019 at Station F as part of the Entrepreneur First program, where the concept of automatically generating an intelligent 3D virtual replica of industrial sites from a 3D scan was formed.

source ↗

Dated company events from announcements, filings, and press; legal rows summarize public dockets and regulator releases.

In the news

Research sources · 8

primary sources listed

8 public sources were cited for this profile; the first-party ones are listed here.

Frequently asked questions

What does Samp do?
Paris-based deep tech vendor whose AI turns 3D scans of industrial sites into continuously updated digital twins.
Who founded Samp?
Samp was founded by Shivani Shah, Laurent Bourgouin in 2020.
Who are Samp's investors?
Samp's investors include ENGIE New Ventures, Entrepreneur First, Kvanted, Promus Ventures.
Where is Samp headquartered?
Samp is headquartered in Paris, FR.