Back to pipeline

Dataset opportunity

Wiertsema β€” Industrial Operations Dataset Opportunity

Large industrial operations dataset held by Wiertsema, usable for Industrial Monitoring and Forecasting.

Industrial Operations DatasetTime SeriesIndustrial Monitoring🌍 Netherlandswiertsema.nlJun 1, 2026

Score

74.9

Confidence

58%

Action

Acquire

Market

Global Industrial AI market = $43.6 billion in 2024, CAGR 23% (source: IoT Analytics, August 2025)

Data appetite3 signals

Concrete evidence this company actively cares about data β€” why it's ripe for the deal room.

  • πŸ“¦Data product

    GeoLoket platform for data access and analysis

    source β†—
  • ✨Signal

    GeoICT department developing new data and information products

    source β†—
  • 🀝Data partnership

    Active contribution of data to the national Basisregistratie Ondergrond (BRO)

    source β†—

Profile

Dataset profile

Type

Industrial Operations Dataset

Modality

Time Series

Sector

industrial

Volume

Large

Freshness

Real-time

Rarity

High (proprietary)

Accessibility

Restricted

Legal

Mixed ownership β€” licensing rights to clarify

Buyer persona

Industrial AI integrators

Wiertsema possesses a rich Industrial Operations Dataset, primarily in a Time Series modality, evidenced by its data_volume, geo_data, industrial_data, and IoT data. This granular, time-stamped information, originating from sensors and operational systems, is exceptionally well-suited for advanced Industrial Monitoring applications, providing the continuous, high-frequency signals necessary to track the evolving state of assets and processes.

The business value of such data is substantial, driving a rapidly expanding market. The global Industrial AI market reached $43.6 billion in 2024 and is projected to grow at a 23% CAGR to $153.9 billion by 2030. Furthermore, the predictive maintenance market, a key application of industrial monitoring, was valued at $14.09 billion in 2025 and is estimated to grow to $82.17 billion by 2031 at a CAGR of 34.14%. While access involves complexities like client contracts and licensing terms for public registries, and the data is primarily used for engineering services, its direct applicability to reducing unplanned downtime (which costs manufacturers approximately $50 billion annually) makes it highly valuable for AI buyers. ⚠ Diligence (valuable data, access to negotiate): Project-specific data access might be governed by client contracts.; Data integrated with public registries (BRO, Dinoloket) requires understanding of their licensing terms.; Data is primarily used to support engineering services, not sold as a raw product. · corporate: independent.

Scoring

Scored dimensions

Explainable, evidence-based dimensions (0–100). The radar shows the investment axes.

SpecificityRarityVolumeTraining ValueBuyer DemandEvidence StrengthData Orientation
  • Dataset Specificity90

    dominant 'industrial_data', sector industrial, 3 specific types

  • Dataset Rarity82

    proprietary domain data

  • Dataset Volume80

    5 evidence hits, explicit data-volume mention

  • Dataset Freshness82

    real-time/streaming

  • Training Value84

    fit for Industrial Monitoring

  • Buyer Demand90

    The AI Dataset Management market, crucial for providing quality data for AI monitoring, is projected to grow at a CAGR of 7.5% from 2026 to 2034, with 68% of AI projects failing due to insufficient or poorly managed datasets, indicating a v

  • Legal Accessibility28

    restricted/unknown

  • Acquisition Feasibility30

    medium difficulty, independent

  • Evidence Strength77

    4 evidence types, 5 hits

  • Right to License36

    ownership=mixed, licensing=rights_unclear

  • Corporate Independence90

    independent

  • Data Orientation82

    3 data-appetite signals (3 types)

  • ICP Audit92

    βœ“ good target β€” Wiertsema & Partners is a well-established geotechnical engineering firm that generates valuable, niche proprietary data through its research, monitoring, and laboratory services, which is a by-product of their core advisory business and not currently sold as a standalone product.

Evidence

Dataset evidence & lineage

What the typed evidence proves the company holds β€” reframed for clarity and set against the market.

Market read

Wiertsema demonstrably owns a rich, proprietary collection of industrial operations and geomonitoring time series data, evidenced by their advanced equipment and dedicated Geomonitoring department. This unique dataset, including over 1.3 million geotechnical records, is precisely what Industrial AI integrators need to develop cutting-edge Industrial Monitoring solutions. With the Global Industrial AI market projected at $43.6 billion in 2024 and growing at a 23% CAGR, this data offers a critical, high-value asset for AI development in a rapidly expanding sector.

Industrial data

Time Series Β· 2 hits

This evidence points to proprietary time series data collected from Wiertsema's high-quality industrial equipment and geotechnical laboratory, essential for training AI models focused on industrial process optimization and predictive maintenance.

IoT / sensor data

Time Series Β· 1 hit

This refers to specialized geotechnical monitoring data captured as time series from Wiertsema's Geomonitoring department, highly valuable for AI applications in infrastructure integrity and environmental monitoring.

Geospatial data

Tabular Β· 1 hit

This indicates structured geographical data in tabular format, utilized for advanced 3D subsurface modeling, providing critical contextual intelligence for AI models operating in industrial site planning and risk assessment.

Data-volume signal

Multimodal Β· 1 hit

This highlights a substantial multimodal collection exceeding 1.3 million records of geotechnical investigations, including drillings, soundings, and monitoring wells, offering robust training data for AI models requiring deep subsurface insights and historical site analysis.

Deal room

Deal Room β€” Wiertsema β€” Industrial Operations Dataset Opportunity

status: open

Industrial Operations Dataset (Time Series, industrial). Best AI use-case: Industrial Monitoring. Target buyers: Industrial AI integrators. Market: Global Industrial AI market = $43.6 billion in 2024, CAGR 23% (source: IoT Analytics, August 2025). Rarity: High (proprietary); accessibility: Restricted. Key risk: Mixed ownership β€” licensing rights to clarify. Recommended deal structure: Acquire. Investment score 74.9/100.

Buyer persona

Industrial AI integrators

Market

Global Industrial AI market = $43.6 billion in 2024, CAGR 23% (source: IoT Analytics, August 2025)

Risk

Mixed ownership β€” licensing rights to clarify

Action

Acquire

Coverage

Scanned sources

https://www.wiertsema.nlingested
https://www.wiertsema.nl/ons-werk/geoictingested
https://www.wiertsema.nl/contactingested
https://www.wiertsema.nl/contact-3ingested
https://www.wiertsema.nlinferred

Deliverable

Premium dataset report

Wiertsema Industrial Operations β€” a Large industrial operations dataset (Time Series modality) in the industrial domain. Primary AI use-case: Industrial Monitoring. Market signal: Global Industrial AI market = $43.6 billion in 2024, CAGR 23% (source: IoT Analytics, August 2025). Investment score 74.9/100 (confidence 0.58). Recommended action: Acquire.

Teaser is public Β· premium is locked behind access.
Wiertsema β€” Industrial Operations Dataset Opportunity β€” Dataset opportunity | d-nvest