IntermediaryLast verified
Arloh
Broker that prepares engineering and operational datasets for frontier-model buyers.
Our verdict
A specialist route for engineering and industrial companies with CAD, BIM and CAM files, work orders, inspections, dispatch and similar records. Arloh prepares samples and approaches frontier-model buyers, and its process says licenses are non-exclusive. Ask what Arloh charges, when you are paid and what happens to delivered data afterwards.
The official program opens on arloh.ai. You can apply there directly.
At a glance
- Data accepted
- Internal communications
- Customer support
- Finance and accounting
- Software engineering
- Who qualifies
- Companies controlling operational or physical-world datasets; no universal minimum published
- How payment works
- You license directly to the buyer you select and receive the licensing payment from them. Arloh's fee and payment timing are not published.See fees and timing
- Important contract consideration
Arloh's fee and what happens to data after licensing are not published. Its process states licenses are non-exclusive.
See rights and exclusivity
- Official program
- Documented on the company's own site
- Seller intake
- Active company dataset intake
- Buyer budget
- Not independently verified
- Completed deals
- Not independently verified
Data and eligibility
- What they ask for
- CAD/BIM/CAM, engineering designs, job/project records, work orders, inspections, email, accounting/loan records, dispatch, tickets, robotics/simulation logs
- Data types
- Internal communications
- Customer support
- Finance and accounting
- Software engineering
- Projects and workflows
- Field and physical operations
- Design and product
Grouped by DataDeals from the program's own description.
- Systems named
- No specific systems named
- Who qualifies
- Companies controlling operational or physical-world datasets; no universal minimum published
- Closed or winding-down companies
- Not stated
Money and deal structure
- How you are paid
- You license directly to the buyer you select and receive the licensing payment from them. Arloh's fee and payment timing are not published.
- Seller fees and commissions
- No public seller commission, fee split or free-service promise found.
- Payment timing
- Payout follows licensing in workflow; no objective due date or acceptance trigger.
- Advertised compensation
- No universal seller payout or brokerage fee found
Published by the organization in its marketing. It is not a signed offer or a verified transaction.
Rights, privacy and control
- Exclusivity
License to AI buyers: Non-exclusive by default
Official process expressly says licenses are nonexclusive.
- Ownership of original data
- Direct license and continued business use imply retained originals, without explicit ownership clause.
- Permitted AI use and sublicensing
- Frontier-model training/evaluation is identified; onward transfer and reuse rights are deal-specific.
- Privacy and de-identification
- Arloh assists sample and export preparation but publishes no concrete PII allocation.
- Retention, deletion and termination
- No seller deletion, revocation or post-license retention terms on reviewed page.
Score and evidence
16 criteria, each checked against the organization's own public pages: 6 confirmed, 7 partial, 3 not published. Open a category to see the evidence.
Access and eligibility4 criteria, show evidence, hide evidence27/30
Seller-specific application/contact route
Confirmed10/10 pointsOfficial 'Get an estimate' and 'Book a call' routes invite operators to license data.
Source: Seller-specific application/contact routeChecked November 9, 2026
Accepted operational-data categories
Confirmed8/8 pointsDetailed engineering CAD/BIM, manufacturing, dispatch, client email, financial and robotics records.
Source: Accepted operational-data categoriesChecked November 9, 2026
Eligibility requirements
Partial3/6 pointsCompany-held operational/physical-world datasets fit; no fixed headcount or geography rule found.
Source: Eligibility requirementsChecked November 9, 2026
Evaluation steps/timeline
Confirmed6/6 pointsSeven-step intro, inventory, sample, buyer outreach, license, export and payout sequence.
Source: Evaluation steps/timelineChecked November 9, 2026
Payment transparency4 criteria, show evidence, hide evidence13/30
Seller compensation and payer
Confirmed10/10 pointsSite states seller licenses directly to buyer and receives licensing payout.
Source: Seller compensation and payerChecked November 9, 2026
Seller fees/commissions
Not published0/8 pointsNo public seller commission, fee split or free-service promise found.
Source: Seller fees/commissionsChecked November 9, 2026
Payment conditions and timing
Not published0/6 pointsPayout follows licensing in workflow; no objective due date or acceptance trigger.
Source: Payment conditions and timingChecked November 9, 2026
Valuation/offer methodology
Partial3/6 pointsEstimate call and buyer offers described; valuation drivers not quantified.
Source: Valuation/offer methodologyChecked November 9, 2026
Seller rights and data handling5 criteria, show evidence, hide evidence12.5/25
Data ownership/retained rights
Partial2.5/5 pointsDirect license and continued business use imply retained originals, without explicit ownership clause.
Source: Data ownership/retained rightsChecked November 9, 2026
Exclusivity and scope
Confirmed5/5 pointsOfficial process expressly says licenses are nonexclusive.
Source: Exclusivity and scopeChecked November 9, 2026
Permitted use/sublicensing/downstream
Partial2.5/5 pointsFrontier-model training/evaluation is identified; onward transfer and reuse rights are deal-specific.
Source: Permitted use/sublicensing/downstreamChecked November 9, 2026
Privacy/deidentification responsibilities
Partial2.5/5 pointsArloh assists sample and export preparation but publishes no concrete PII allocation.
Source: Privacy/deidentification responsibilitiesChecked November 9, 2026
Retention/deletion/termination/approvals
Not published0/5 pointsNo seller deletion, revocation or post-license retention terms on reviewed page.
Source: Retention/deletion/termination/approvalsChecked November 9, 2026
Evidence quality3 criteria, show evidence, hide evidence10/15
First-party documentation specificity
Partial3/6 pointsDetailed data verticals and workflow, but no published seller contract or fee schedule.
Source: First-party documentation specificityChecked November 9, 2026
Freshness and access
Confirmed5/5 pointsOfficial procurement page was accessible at review.
Source: Freshness and accessChecked November 9, 2026
Consistency and legal counterparty
Partial2/4 pointsArloh broker role is clear; full contracting entity and standard mandate remain unspecified.
Source: Consistency and legal counterpartyChecked November 9, 2026
Official sources
- Program pagearloh.ai
Sources checked November 9, 2026. Terms can change. Confirm them with Arloh before you share data or sign.
DataDeals is free for sellers and may receive referral fees from buyers. Commercial relationships do not affect DataDeals Scores. Read the methodology
Alternatives to compare
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Anthroly
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Not scored
Acts as both licensee and intermediary, depending on the deal.
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- Customer support
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Corpus Bridge
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83/100
Accepts 6 of the same data types. No other published difference found.
- Internal communications
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Labelbox Prism
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Licenses are exclusive by default.
- Internal communications
- Customer support
- Finance and accounting
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