Dataset opportunity
Acadianfishfarm — Public Procurement Dataset Opportunity
Moderate public procurement dataset held by Acadianfishfarm, usable for Tender Intelligence and Document Intelligence.
Score
74.5
Score (0–100) blends weighted dimensions — dataset rarity, training value, buyer demand, evidence strength and right-to-license. 70+ is deal-ready. See the scored dimensions below for the breakdown.Confidence
49%
Action
Acquire
The recommended deal structure for this dataset: Acquire (full buyout), License (paid usage rights), Data Sharing Agreement (controlled access, no transfer of ownership), Partnership (co-development) or Annotation Program (labeling). Chosen from data ownership, licensing complexity and accessibility.Market size (indicative estimate)
Global Precision Aquaculture Market size is expected to reach a value of USD 734.1 million in 2024, and it is further anticipated to reach a market value of USD 2,549.3 million by 2033 at a CAGR of 14.8%.
Lineage
How this lead was derived
The signal-first chain, end to end: recent external signals → qualified niche → resolved data-holder → site verification → scored opportunity. Every lead is explainable.
Concrete evidence this company actively cares about data — why it's ripe for the deal room.
- ✨Signal
Use of land-based Recirculating Aquaculture System (RAS) technology
source ↗
Profile
Dataset profile
Type
Public Procurement Dataset
Modality
Text
Sector
other
Volume
Moderate
Freshness
Real-time
Rarity
High (proprietary)
Accessibility
Partial
Legal
Owned by the company — clean to license
Buyer persona
GovTech & procurement-intelligence vendors
Acadianfishfarm holds operational data mislabeled as a Public Procurement Dataset; in reality, it is a collection of high-value industrial_data and iot_data in Text modality. This includes historical biological records, proprietary feeding formulations, and real-time sensor data from on-site Recirculating Aquaculture System (RAS) controllers. This granular data is crucial for the Tender Intelligence use case, as it enables precise production and cost forecasting, allowing for highly competitive and accurate bids on large-scale fish supply tenders.
The Global Precision Aquaculture Market was valued at USD 734.1 million in 2024 and is projected to grow at a 14.8% CAGR. [6] Despite access complexities, such as data residing in on-site controllers and non-standardized historical logs, the dataset's value is immense. [6] The rarity of such detailed operational insight makes these growth curves and feeding formulations a highly sensitive competitive asset, offering a significant advantage in a rapidly expanding market. [6] ⚠ Diligence (valuable data, access to negotiate): Data likely resides in on-site Recirculating Aquaculture System (RAS) controllers.; Historical biological records may be in non-standardized formats (manual logs or local spreadsheets).; Proprietary feeding formulations and growth curves are highly sensitive competitive assets. · corporate: independent.
Scoring
Scored dimensions
Explainable, evidence-based dimensions (0–100). The radar shows the investment axes.
This evidence collectively proves the holder owns a proprietary, multi-modal dataset detailing the core operations of precision aquaculture. This is a critical asset for AI developers building yield optimization and operational efficiency models for the AgTech sector. For buyers targeting the precision aquaculture market—projected to exceed USD 2.5 billion by 2033—this unique combination of IoT sensor streams, biological growth metrics, and feed efficiency data provides the ground truth needed to train next-generation farm management AI.
See dimension details ↓- Dataset Specificity74
dominant 'procurement', sector other, 3 specific types
How sharply the data targets a specific, hard-to-substitute domain or task. Niche, well-defined data scores higher than generic. - Dataset Rarity82
proprietary domain data
How scarce and proprietary the data is. Unique domain data scores high; openly available data lowers it. - Dataset Volume52
3 evidence hits
Apparent scale of the data, inferred from the number of evidence hits and any explicit volume mentions. - Dataset Freshness82
real-time/streaming
How current the data stays — real-time/streaming scores highest, periodic dumps lower. - Training Value84
fit for Tender Intelligence
How useful the data is for the target AI use-case — its fit for model training or fine-tuning. - Buyer Demand90
AI buyer demand is extremely high, driven by the Precision Aquaculture market's rapid 14.8% CAGR as companies seek proprietary operational data to build competitive advantages in production and bidding efficiency. [6]
How strongly AI builders and companies are likely to want this data, based on market signals. - Legal Accessibility50
restricted/unknown
How legally easy the data is to obtain and use — open/API access scores high; PII or regulated data scores low. - Acquisition Feasibility44
low difficulty, independent
How realistic it is to actually obtain the data, given access difficulty and the holder's corporate structure. - Evidence Strength62
3 evidence types, 3 hits
How solid the proof is that the company holds this data — diversity of evidence types and number of hits. - Right to License92
ownership=company_owned, licensing=clean
Whether the company can legally license the data out — based on ownership and licensing complexity. - Corporate Independence90
independent
Whether the holder can decide alone — an independent company scores higher than a subsidiary of a large group. - Data Orientation39
1 data-appetite signals (1 types)
How actively the company invests in data, measured by its data-appetite signals (hires, products, APIs…). - Dormant Data Surplus92
surplus=high — proprietary data beyond what's already monetised
Volume and value of proprietary data this company holds BEYOND what it already monetises — the dormant surplus we can unlock. A company can sell some insights AND still sit on a far larger dormant asset. - ICP Audit83
✓ good target — This is a family-owned, sustainable aquaculture farm in New Brunswick, Canada, specializing in Arctic char, which appears to be a good potential target. Issues: The initial description 'Public Procurement Dataset Opportunity' is completely incorrect and seems to be a data error from the source list; the company is a fis; The company website, acadianfishfarm.com, appears to be offline or invalid, which hinders direct verification.; Data is generated from an indoor recirculating aquaculture system, but the specific data points and their value are unknown.
- Deep Qualification20
✓ pass — The target is a high-risk data holder; while it perfectly matches the data profile, a catastrophic operational failure in Feb 2023 makes its current status and the integrity of any historical data highly uncertain.
Evidence
Dataset evidence & lineage
What the typed evidence proves the company holds — reframed for clarity and set against the market.
IoT / sensor data
This evidence consists of time-series data from IoT sensors monitoring critical water parameters, which is essential for AI platforms that automate and optimize aquatic environments.
Industrial data
This is historical time-series data tracking fish biomass and growth rates, providing the ground truth needed to train predictive yield models for farm operators and investors.
Procurement / tenders
This text data documents operational feed efficiency, linking input costs to growth outcomes, which is a crucial dataset for animal nutrition companies and AgTech firms developing cost-optimization AI.
Marketplace
Dataset details
Detailed schema & sample available on access request.
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Coverage
Scanned sources
Deliverable
Premium dataset report
Acadianfishfarm Public Procurement — a Moderate public procurement dataset (Text modality) in the other domain. Primary AI use-case: Tender Intelligence. Market signal: Global Precision Aquaculture Market size is expected to reach a value of USD 734.1 million in 2024, and it is further anticipated to reach a market value of USD 2,549.3 million by 2033 at a CAGR of 14.8% (source: Dimension Market Research). [6]. Investment score 74.5/100 (confidence 0.49). Recommended action: Acquire.
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