Sparkel

What Sparkel does

Sparkel is a Norwegian construction technology company founded in 2022 by Magnus Nilsen (CEO) and Peder Aaby (CTO) and headquartered in Lysaker (Oslo area), Norway. The company builds a cloud-based AI platform that automates quantity takeoffs for construction projects by reading PDF drawings and BIM models in IFC and Revit formats, and that recalculates quantities automatically when designs change. Its core technical differentiator is a multimodal AI pipeline that interprets the visual and geometric content of drawings — rather than relying on metadata — using proprietary computer vision algorithms paired with GPT-4 for natural-language queries, with an exposed MCP server and API for integration into external tools.

The product is delivered through a browser-based application with no installation requirement and supports multiple models across disciplines, enabling general contractors, specialty contractors, subcontractors, and quantity surveyors — i.e., the consumers of designs rather than the designers — to perform 2D and 3D takeoffs in a single environment. The platform is anchored on a partnership with Autodesk for BIM interoperability and a secondary partnership with GFT, signaling an ecosystem-oriented go-to-market.

Sparkel operates a freemium model with a free-forever tier for product-led acquisition, alongside a "Book Demo" path aimed at enterprise prospects. The company claims geographic presence across Norway, USA, UK, and Germany, and is backed by early-stage institutional investors Antler ($110K, December 2021) and Runway FBU (undisclosed, March 2022). The team is small — approximately 7-10 employees, predominantly engineering — and the company has not publicly disclosed revenue, paying customer counts, or pricing for paid tiers.

Name

Sparkel

Legal name

Sparkel

Website

https://sparkel.io

Company type

Private

Founded year

2022

Operating status

Operating

Headcount range

1–10 employees

Short description

Sparkel is a Norwegian construction-technology company that builds a cloud-based AI platform for automated quantity takeoffs from PDF drawings and BIM models (IFC, Revit), serving general contractors, specialty contractors, subcontractors, and quantity surveyors across Norway, the US, the UK, and Germany.

Ownership category

akta.pro rank

Product category

Construction Takeoff Software

NAICS

Custom Computer Programming Services (541511)

SIC

Services-Prepackaged Software (7372)

akta.pro primary industry

AI Integration & Orchestration Platforms (Connectors, Workflow, iPaaS for AI) (HDAEANAI)

akta.pro secondary industry

Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent) (HDAAACAF)

Keywords

• Construction takeoff software
• BIM quantity extraction
• AI construction estimating
• Construction data management
• PDF drawing analysis

Headquarters

HQ city

Oslo

HQ country

Norway

HQ region

Europe

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations

Revenue model

1. Subscription Plans: Free forever plan available for basic access. Premium tiers likely for advanced features, team collaboration, and enterprise capabilities.

Pricing tiers

Go-to-market motion2 records

Distribution channels2 records

Marketing channels5 records

Core offering

Sparkel provides a cloud-based, AI-assisted takeoff platform for the construction industry that reads and interprets PDF drawings and BIM models (IFC and Revit formats), automatically extracts quantities of rooms, elements, and materials from visual and geometric content, and connects the resulting data to external tools via an API and MCP server. It combines 2D and 3D takeoff workflows in a single browser-based application, with natural language querying powered by GPT-4 and automatic recalculation when designs change.

Product overview

Sparkel is a single cloud-based platform offering AI-assisted quantity takeoffs for construction. The core product includes AI that understands visual and geometric content from PDF drawings and BIM models (IFC and RVT formats), extracting quantities automatically. Key features include a 3D Viewer, Takeoffs management, Draw Shapes for custom quantity extraction, Design Change Management with automatic quantity updates, Multiple Models support, AI-Assisted Takeoffs powered by GPT-4, PDF and BIM integration in unified tables, and Sharing/Collaboration tools. The platform offers data access via its own API and MCP Server for connecting to external tools. Users can work directly in the app, pull data via API, or connect through the MCP server.

Differentiator

Problem solved

Functional benefit

Products and services

• Sparkel Cloud-based AI-assisted takeoff platform that reads PDF drawings and BIM models, extracts quantities automatically, and connects the results to team tools via API and MCP server. Built for general contractors, specialty contractors, subcontractors, and quantity surveyors who need to consume designs and extract precise material quantities.
• Sparkel MCP Server Model Context Protocol (MCP) server that connects Sparkel's extracted quantity data to external tools and AI assistants via a standardized integration layer.

Quantifiable outcome

• Reduces material waste from over-ordering by enabling accurate quantity extraction
• +3 more outcomes

Named customers4 records

Segments4 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

AI capability5 records

Feature9 records

Partnerships

One partnership is on record.

• AutodeskcoreTechnology or IntegrationAutodesk is listed as a partner, likely for IFC/BIM interoperability with Autodesk construction software ecosystem.

Scale indicators3 records

Recent moves6 records

Expansion highlights5 records

Broad incumbents

• Autodesk Construction Cloud: Autodesk's umbrella for BIM 360, PlanGrid, Assemble, and BuildingConnected. The dominant BIM ecosystem player and Sparkel's listed strategic partner; competes broadly on takeoff and model coordination and has the resources to add AI features natively.
• Procore: Leading construction management platform spanning preconstruction, project execution, and financials. Targets many of the same general contractor and subcontractor buyers and increasingly embeds takeoff and BIM coordination into its preconstruction suite.
• Trimble Quantification (WinEst / Trimble Estimation): Established estimating and quantification suite used by contractors and QS firms. Competes with Sparkel on BIM-based cost estimation and quantity workflows inside a broader construction software portfolio.

Emerging players

• Buildots: AI platform that compares BIM models against on-site reality capture for progress tracking. Adjacent AI-for-construction peer using BIM data, though focused on execution rather than takeoff.
• OpenSpace: AI-powered 360° reality capture and field documentation for construction. Comparable AI-for-construction trajectory and buyer overlap (GCs and subs), though different starting point in the workflow.
• Verifi.ai (formerly Roomxo): AI takeoff platform focused on automating material and area quantities from drawings. Closely comparable AI-first approach for SMB and mid-market contractors adopting takeoff automation.

Direct peers

• Assemble Systems: BIM data management and quantity takeoff tool that conditions IFC/RVT models for estimators and QS workflows. Direct overlap on 3D quantity extraction from BIM, now owned by Procore.
• Togal.AI: AI-native construction takeoff platform that automates quantity extraction from drawings. Closest direct competitor in product scope, target buyer, and AI-first go-to-market.
• Bluebeam (by Nemetschek): Industry-standard PDF markup and takeoff tool for construction. Most directly comparable to Sparkel's 2D PDF takeoff workflow and is the incumbent that contractors most often replace when adopting modern AI takeoff.

Regional players

• CostOS (Nomitech): BIM-based quantity takeoff and cost estimation software with strong adoption in Europe and the Middle East. Comparable on BIM-to-quantity workflow and a potential competitor for Sparkel in its home EMEA market.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat4 records

Key risks5 records

Key highlights6 records

Customer concentration

• LinkedInlinkedin.com/company/sparkelio

Revenue estimate

Valuation estimate

Number of profiles

Profiles7 records

Funding overview

Funding rounds2 records

Investors3 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Sparkel