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Datasets

De-identified records from US companies, licensed to us by their owners, plus a few sets of public records. Every dataset comes with a datasheet, a provenance file and a QC report. Company datasets also come with a de-identification report. Owners are shown by profile, never by name.

Pricing on request.

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55 datasets from 11 industries

IDDatasetIndustryFirmsYearsSizeStage and licenses
NK-10683NK-10683Small SaaS help desks: chat and email support with help articles, 13 firmsSoftwareSupport and serviceSoftware13 firms2016 to 20261.8M records1.1B tokensCollected to orderExclusive, Non-exclusive, First look
NK-25196NK-25196Construction RFIs paired with design team answers, evaluation packConstructionEvaluation and task packsConstruction21 firms2015 to 202518K evaluation tasks37M tokensCollected to orderNon-exclusive, First look
NK-42417NK-42417IT managed service provider ticket archives, 19 MSPsProfessional servicesSupport and serviceProfessional services19 firms2016 to 20266.2M service tickets2.8B tokensCollected to orderExclusive, Non-exclusive, First look
NK-51947NK-51947US federal contract actions with winners, competition and modificationsPublic sectorPublic recordsPublic sectorPublic record1978 to 2026Still growing5.7M contract actions820M tokensSample availableNon-exclusive
NK-56213NK-56213Brazil federal tax appeal decisions, complete set in PortugueseLegalPublic recordsLegalPublic record1992 to 2026Still growing587K decisions4B tokensInventory confirmedNon-exclusive
NK-44591NK-44591Commercial insurance servicing tasks with graded reference answersInsuranceEvaluation and task packsInsurance12 firms2018 to 20262,400 graded tasks30M tokensCollected to orderExclusive, Non-exclusive
NK-15438NK-15438Custom software agencies: client email, chat and delivery records, 14 firmsSoftwareCompany operations archiveSoftware14 firms2015 to 202625.7M emails and chat messages6.4B tokensCollected to orderExclusive, Non-exclusive, First look
NK-23358NK-23358Mechanical contractor with construction and service divisions, 2015 to 2026ConstructionCompany operations archiveConstruction1 firm2015 to 202625.6M records8.3B tokensCollected to orderExclusive, Non-exclusive, First look
NK-34529NK-34529Freight brokerage TMS loads with carrier sales and tracking email, 12 firmsLogistics and freightLogistics and supply chainLogistics and freight12 firms2015 to 202618.7M records4.9B tokensCollected to orderExclusive, Non-exclusive, First look
NK-43958NK-43958Commercial property work orders and vendor email, 15 management firmsReal estateField operationsReal estate15 firms2015 to 20268M work orders and vendor emails1.6B tokensCollected to orderExclusive, Non-exclusive, First look
NK-16714NK-16714Customer success records: onboarding, QBR transcripts and renewalsSoftwareSales and CRMSoftware1 firm2019 to 20263.3M records1.1B tokensCollected to orderExclusive, Non-exclusive, First look
NK-29318NK-29318Concrete and sitework foreman daily reports in English and Spanish, 10 firmsConstructionField operationsConstruction10 firms2016 to 20263.6M records710M tokensCollected to orderExclusive, Non-exclusive, First look
NK-32651NK-326513PL client support tickets and warehouse exception notes, 10 operatorsLogistics and freightSupport and serviceLogistics and freight10 firms2020 to 20269.1M records1.6B tokensCollected to orderExclusive, Non-exclusive, First look
NK-45372NK-45372Creative agency briefs, client email and project chat, 17 agenciesProfessional servicesCompany operations archiveProfessional services17 firms2015 to 202626.4M records5.2B tokensCollected to orderExclusive, Non-exclusive, First look
NK-13847NK-13847B2B SaaS support tickets with resolution threads and linked bugsSoftwareSupport and serviceSoftware1 firm2017 to 2026512K support tickets620M tokensCollected to orderExclusive, Non-exclusive, First look
NK-21487NK-21487Commercial general contractor project records and mail, 16 firmsConstructionCompany operations archiveConstruction16 firms2013 to 202619.5M records6.6B tokensCollected to orderExclusive, Non-exclusive, First look
NK-31748NK-31748CNC job shop quotes, job travelers and customer email, 14 firmsManufacturingCompany operations archiveManufacturing14 firms2015 to 20265.6M records1.7B tokensCollected to orderExclusive, Non-exclusive, First look
NK-41736NK-41736Commercial lines agency submissions and carrier correspondence, 16 agenciesInsuranceCompany operations archiveInsurance16 firms2016 to 202613.3M records3.5B tokensCollected to orderExclusive, Non-exclusive, First look
NK-52874NK-52874Federal award outcome prediction tasks with recorded answersPublic sectorEvaluation and task packsPublic sectorPublic record2014 to 202648K graded tasks290M tokensCollected to orderNon-exclusive
NK-17736NK-17736Bug-fix task pack from private repositories with hidden tests, 12 firmsSoftwareEvaluation and task packsSoftware12 firms2018 to 20268,460 tasks3.8B tokensCollected to orderExclusive, Non-exclusive
NK-24571NK-24571Commercial roofing contractor, leak calls to warranty claims, 2011 to 2025ConstructionCompany operations archiveConstruction1 firm2011 to 20255.4M records1.8B tokensCollected to orderExclusive, Non-exclusive
NK-30836NK-30836PLC and HMI source with change history, packaging machinery makerManufacturingCode and engineeringManufacturing1 firm2014 to 2026156K records1.2B tokensCollected to orderExclusive, Non-exclusive, First look
NK-47751NK-47751Commercial lease administration and CAM reconciliation records, one firmReal estateFinance and accounting operationsReal estate1 firm2012 to 20262.5M records980M tokensCollected to orderExclusive, Non-exclusive, First look
NK-59027NK-59027Quote-to-close sales records with win and loss outcomes, 34 firmsMultiple industriesSales and CRMMultiple industries34 firms2016 to 2026306K opportunities1.3B tokensCollected to orderNon-exclusive, First look
NK-46625NK-46625Architecture and engineering RFIs, submittals and project email, 12 firmsProfessional servicesCompany operations archiveProfessional services12 firms2014 to 20268.1M records2.5B tokensCollected to orderExclusive, Non-exclusive, First look
NK-28174NK-28174Fire sprinkler and alarm inspection reports with deficiencies, 11 firmsField servicesField operationsField services11 firms2016 to 20263.3M records1.3B tokensCollected to orderExclusive, Non-exclusive, First look
NK-37382NK-37382Regional LTL dispatch, driver messages and OS&D claims, one carrierLogistics and freightField operationsLogistics and freight1 firm2019 to 202611.3M records1B tokensCollected to orderExclusive, Non-exclusive, First look
NK-54096NK-54096Construction change event reasoning tasks, 14 general contractorsConstructionEvaluation and task packsConstruction14 firms2015 to 20269,400 graded tasks380M tokensCollected to orderExclusive, Non-exclusive, First look
NK-42863NK-42863Small CPA firm practice operations, 21 firmsAccounting and financeCompany operations archiveAccounting and finance21 firms2018 to 20264.5M records860M tokensCollected to orderExclusive, Non-exclusive, First look
NK-14259NK-14259Issue trackers and engineering wikis from 11 wound-down SaaS companiesSoftwareCode and engineeringSoftware11 firms2012 to 20252.6M issues and wiki pages1.3B tokensCollected to orderExclusive, Non-exclusive, First look
NK-27093NK-27093Plumbing and drain service call transcripts with booking notes, 19 firmsField servicesSupport and serviceField services19 firms2021 to 20263.3M records1.7B tokensCollected to orderExclusive, Non-exclusive, First look
NK-34061NK-34061Nonconformance root-cause tasks from plant quality records, 16 firmsManufacturingEvaluation and task packsManufacturing16 firms2015 to 20264,800 graded tasks30M tokensCollected to orderExclusive, Non-exclusive
NK-26915NK-26915HVAC and refrigeration service tickets with technician findings, 23 firmsField servicesField operationsField services23 firms2018 to 20264.6M records1.3B tokensCollected to orderExclusive, Non-exclusive, First look
NK-36215NK-36215Food co-packer quality records: NCRs, CAPAs and HACCP deviationsManufacturingCompany operations archiveManufacturing1 firm2016 to 20263.9M records1B tokensCollected to orderExclusive, Non-exclusive, First look
NK-17205NK-17205Private SaaS codebase with 186K pull requests and review threadsSoftwareCode and engineeringSoftware1 firm2014 to 2026186K pull requests2.6B tokensCollected to orderExclusive, Non-exclusive, First look
NK-40319NK-40319Accounting engagement budgets, WIP and realization tables, 13 firmsAccounting and financeFinance and accounting operationsAccounting and finance13 firms2017 to 2026142K engagement-year rows70M tokensCollected to orderNon-exclusive, First look
NK-53162NK-53162Small business email and team chat, 52 firms across 12 industriesMultiple industriesCompany operations archiveMultiple industries52 firms2015 to 202634.5M emails and chat messages9B tokensCollected to orderExclusive, Non-exclusive, First look
NK-25832NK-25832Independent elevator service company, maintenance and callback historyField servicesField operationsField services1 firm2012 to 20258.6M records2.4B tokensCollected to orderExclusive, Non-exclusive, First look
NK-19381NK-19381Product and engineering chat of a developer tools startupSoftwareCompany operations archiveSoftware1 firm2019 to 20263.3M records140M tokensCollected to orderExclusive, Non-exclusive, First look
NK-24063NK-24063Electrical subcontractor bid packages and estimating mail, 12 firmsConstructionSales and CRMConstruction12 firms2017 to 20265.4M records1.7B tokensCollected to orderExclusive, Non-exclusive, First look
NK-38164NK-38164Purchasing desk email and PO change threads, industrial equipment makerManufacturingLogistics and supply chainManufacturing1 firm2011 to 20253.9M records1.1B tokensCollected to orderExclusive, Non-exclusive, First look
NK-47208NK-47208Commercial renewal remarketing files from one regional agencyInsuranceSales and CRMInsurance1 firm2015 to 202625K renewal remarketing files550M tokensCollected to orderExclusive, Non-exclusive, First look
NK-58361NK-58361B2B software support resolution tasks with rubric graders, one vendorSoftwareEvaluation and task packsSoftware1 firm2019 to 202619K graded tasks90M tokensCollected to orderExclusive, Non-exclusive, First look
NK-11592NK-11592Incident timelines, on-call pages and postmortems from a cloud SaaSSoftwareCompany operations archiveSoftware1 firm2018 to 202614K incidents110M tokensCollected to orderExclusive, Non-exclusive, First look
NK-20946NK-20946Commercial water and fire restoration job files, 13 firmsField servicesField operationsField services13 firms2017 to 20265M records1.4B tokensCollected to orderExclusive, Non-exclusive, First look
NK-36974NK-36974Corrugated box plant order desk and quote threads, 13 firmsManufacturingSales and CRMManufacturing13 firms2017 to 202510.6M records2.4B tokensCollected to orderExclusive, Non-exclusive, First look
NK-49384NK-49384MEP and fire protection specification sections with addenda, one firmProfessional servicesCode and engineeringProfessional services1 firm2010 to 2025253K records850M tokensCollected to orderExclusive, Non-exclusive, First look
NK-55584NK-55584Internal meeting transcripts with decisions, 27 firms in 10 industriesMultiple industriesCompany operations archiveMultiple industries27 firms2020 to 202624K meeting transcripts200M tokensCollected to orderExclusive, Non-exclusive, First look
NK-14906NK-14906CI pipeline runs with failure logs and the commits that fixed themSoftwareCode and engineeringSoftware1 firm2020 to 20262.9M pipeline jobs2.9B tokensCollected to orderNon-exclusive, First look
NK-33907NK-33907Plastics plant maintenance work orders and downtime logs, 11 firmsManufacturingField operationsManufacturing11 firms2018 to 20258.5M records560M tokensCollected to orderExclusive, Non-exclusive, First look
NK-27746NK-27746Lawn care and pest control route service records, 14 firmsField servicesField operationsField services14 firms2019 to 20264.2M records680M tokensCollected to orderNon-exclusive, First look
NK-48147NK-48147CPA firm administration and quality management archive, one firmAccounting and financeCompany operations archiveAccounting and finance1 firm2013 to 20254M records1.1B tokensCollected to orderExclusive, Non-exclusive, First look
NK-57439NK-57439Three-way match exception tasks from manufacturer AP, 11 firmsManufacturingEvaluation and task packsManufacturing11 firms2016 to 202531K graded tasks10M tokensCollected to orderExclusive, Non-exclusive
NK-18063NK-18063SaaS sales team archive: CRM history, deal email and call transcriptsSoftwareSales and CRMSoftware1 firm2016 to 20256M records1.6B tokensCollected to orderExclusive, Non-exclusive, First look
NK-35093NK-35093Port drayage dispatch, terminal appointments and per diem disputes, 10 firmsLogistics and freightLogistics and supply chainLogistics and freight10 firms2016 to 20258.7M records2.1B tokensCollected to orderNon-exclusive, First look

What the stages mean

Ready to deliver
Processed, checked and packaged. Delivery in days once the license is signed.
Sample available
A sample can go out now under evaluation terms.
Inventory confirmed
The data is in hand and in processing.
Collected to order
We collect it from US companies for your order. Scope, volume and timing are confirmed in writing before you sign.

Licenses

Exclusive
One buyer. Nobody else can license it during the exclusive term, usually 2 years.
Non-exclusive
Licensed to more than one buyer.
First look
One buyer gets 2 to 4 weeks to make an offer before anyone else sees the dataset.