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Industries · Warehouse automation & robotics

Warehouse automation & robotics

Target distribution-center buildouts off robotics and controls hiring filings at new worksites.

The moment it happens, you hear about it — dated and citable.

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Warehouse automation & robotics

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Employers filing for robotics & controls roles

Live signals · 10 Parses · updated daily

Prebuilt Parses

29 tight-signal Parses for warehouse automation & robotics

The moment a buyer in your market makes a move — a new site turns on, a spend jumps, a record changes — you hear about it. Each Parse cross-references several official records at once, so you get the needle, not the haystack. Open the chevron to see how it works in plain language, then open it in the builder to edit territory, thresholds, or cadence.

Large-quantity hazwaste generators with a recent OSHA citation

RCRA large-quantity hazardous-waste generators that also caught a recent OSHA citation — two compliance exposures on one site.

How this Parse works

The primary leg reads EPA RCRAInfo for large-quantity generators — the sites producing hazardous waste at the highest regulated tier under the manifest system. The intersect leg reads a recent OSHA inspection or citation on the same company. A big waste footprint tells you the environmental complexity; an OSHA case tells you the floor is drawing scrutiny too; together they mark an industrial site where hazardous-materials handling and workplace safety are both live issues. That's a shortlist for EHS consultants and industrial-hygiene sellers, because the account has a documented reason to engage on two fronts. A hazardous-waste registry crossed with a safety inspection to find the heaviest, most exposed handlers.

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Meat/poultry plants with a recall AND an OSHA action

Meat and poultry plants with a recent recall that also caught an OSHA action — food safety and worker safety at once.

How this Parse works

One leg reads a USDA FSIS recall or health alert — a fresh food-safety incident at a meat, poultry, or egg establishment; the other reads a recent OSHA action on the same plant. A recall is product going wrong; an OSHA case is the floor going wrong; both landing on one establishment in the same window describes an operation under simultaneous pressure from two separate inspectorates. Food-safety consultants, sanitation vendors, and EHS teams all move on that combination, and requiring both narrows a broad plant universe to the sites where the exposure is unmistakable. A recall feed crossed with a safety inspection to catch the plants where the timing for help is now.

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Facilities with BOTH an EPA and an OSHA enforcement action

Sites carrying BOTH an EPA formal action and a recent OSHA inspection — dual-agency exposure that pulls in remediation at once.

How this Parse works

One leg reads a recent EPA formal enforcement action (from ECHO); the other reads a recent OSHA inspection on the same site. Environmental exposure and worker-safety exposure are handled by different agencies, sold to by different vendors, and almost never watched together — which is exactly why the overlap is valuable. A facility carrying both at once has two independent regulators engaged simultaneously, the kind of dual-agency pressure that opens environmental AND safety remediation budgets in the same quarter. Screening on either action gives a sprawling list; requiring both isolates the sites where the exposure is broad enough to pull in multiple vendors.

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New mines already carrying an MSHA citation

Newly-statused MSHA mines that already carry a citation or order — a new operator with an immediate compliance need.

How this Parse works

One leg reads the MSHA Mines data set for a newly-statused mine — a fresh operation coming online; the other reads the Violations data set for a citation or order already on that operator. A brand-new mine that's ALREADY been cited isn't easing in — it has a compliance gap from day one and a need that's concrete, not anticipated. That's the operator a mine-safety vendor or industrial-hygiene seller should reach immediately, while the problem is fresh and the buying decision is live. New-mine lists alone are just openings; requiring an early citation isolates the operators who need help now, across two MSHA data sets joined on the same operation.

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Union organizing paired with a WARN layoff notice

Employers with an NLRB union-representation petition that also filed a WARN layoff notice — organizing and downsizing together.

How this Parse works

The primary leg reads an NLRB representation petition (an R-case) — workers moving to organize; the intersect leg reads a WARN Act layoff notice from the same employer. Organizing drives and layoffs arriving together is a workforce at a genuine inflection — heightened tension, active change, and a management team that suddenly needs help. PEOs, benefits brokers, and labor counsel all move on that exact moment, and it lives at the crossing of a labor petition and a layoff filing — two records rarely watched as a pair. A petition alone is an early rumble; a WARN alone is a cut; together they mark the employers where the people situation is genuinely volatile right now.

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Food processors with a recent OSHA action

FSIS-inspected food plants that also caught a recent OSHA inspection — food safety and worker safety on one floor.

How this Parse works

Start from a USDA FSIS grant of inspection — a plant in the Meat, Poultry & Egg Inspection directory, so you know it's a real, operating processing establishment — then keep only those with a recent OSHA inspection on the same site. Food-safety exposure and workplace-safety exposure normally live in different files and get sold by different vendors; on the same plant they point to one operation whose controls are being tested on two fronts at once. That overlap tells a sanitation vendor or EHS consultant which processors are actively under scrutiny rather than just licensed. One record proves it's a working plant; the other proves the floor is drawing attention right now.

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Alcohol producers with a recent OSHA action

Distilleries and wineries holding a TTB permit that also caught a recent OSHA inspection on the plant floor.

How this Parse works

Filter the TTB List of Permittees down to distilled-spirits plants and bonded wineries — the ones that actually run production lines — then intersect with a recent OSHA inspection at that same site. A working still or crush pad is a sanitation-and-safety environment the day it opens; an OSHA case on top of it means the exposure is no longer hypothetical, it's on the record. Sanitation vendors, EHS consultants, and beverage insurers all sell into that moment, and pairing the production permit with the inspection tells you which permittees are actually manufacturing at scale versus just holding paper. One record proves they make it; the other proves the floor needs attention.

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Large toxic-release emitters with a recent EPA action

Large toxic-release emitters (TRI Form R) that are also carrying a recent EPA enforcement action.

How this Parse works

Take the facilities self-reporting large toxic releases on their TRI Form R and keep only the ones with a recent EPA formal action against them in ECHO. High emissions alone are legal and often long-standing; high emissions plus a live enforcement action is a site the regulator has already engaged, which is when remediation and compliance budgets actually open. The TRI figure sizes the problem; the EPA action proves someone is acting on it. Screening on either signal buries you; requiring the overlap hands remediation and air-emissions engineers the emitters where the timing is right, read straight off two records that rarely get joined.

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PFAS emitters with a recent EPA enforcement action

Facilities reporting PFAS releases on their TRI Form R that also drew a recent EPA enforcement action.

How this Parse works

One leg reads the Toxics Release Inventory (a facility's TRI Form R) for reported PFAS — the 'forever chemicals' carrying the steepest liability tail in environmental work. The other reads a recent EPA formal action against that same site in ECHO. A PFAS number on a form is a data point; a PFAS number attached to active enforcement is a facility where the clock has already started and the budget conversation is real. Remediation firms, testing labs, and environmental insurers all move on that combination, and pairing the self-reported release with the regulator's action tells you which emitters are exposed now versus merely on a list. It's the highest-liability target the two records can jointly identify.

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Large-quantity generators shipping to a TSDF profile

The heaviest hazardous-waste handlers — RCRA large-quantity generators that also run a treatment, storage, or disposal profile.

How this Parse works

Both legs read EPA RCRAInfo, but they describe different roles. One finds large-quantity generators — the sites producing hazardous waste at the highest regulated tier under the RCRA manifest system. The other finds treatment, storage, and disposal (TSDF) footprints — the sites that handle it. A company appearing as both isn't just generating waste, it's managing it end to end: the biggest, most complex, most vendor-hungry hazwaste operation on the map. Screening for one role gives you thousands of names; requiring both isolates the heavy handlers where an environmental-services book actually gets written. It's the same registry read twice to find the outliers.

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Chemical plants with BOTH an OSHA and an EPA action

Chemical plants carrying BOTH a recent OSHA inspection and an EPA formal action — two agencies on one process-safety site.

How this Parse works

Anchor on a chemical-manufacturing site with a recent OSHA inspection, then keep only those that ALSO carry a recent EPA formal enforcement action logged in ECHO. At a process-safety-critical plant, a worker-safety citation and an environmental action rarely coincide by accident — together they describe a facility whose controls are stretched on two fronts at once. Watching either agency alone gives you a long, thin list; watching for the same site in both narrows it to the plants where remediation dollars are most likely already being scoped. Process-safety and EHS consultants get a shortlist of accounts with a documented, dual-agency reason to talk.

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Pipeline operators with an incident AND a recent EPA action

Pipeline operators with a reported PHMSA incident that also drew a recent EPA enforcement action.

How this Parse works

One leg reads a PHMSA pipeline incident report; the other reads a recent EPA formal action against the same operator in ECHO. An incident is an integrity event on the line; an EPA action is an environmental consequence being pursued — and an operator carrying both is one where the physical problem and the regulatory response are already converging. Integrity consultants, remediation firms, and energy insurers all move on that convergence, but the two records live in entirely different systems, so almost no one watches them jointly. Requiring both isolates the operators where the remediation and compliance conversation is live, not speculative — an incident feed crossed with an enforcement database.

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Manufacturers on the enforcement radar across sources

Manufacturers with a recent OSHA inspection who also recur across two-plus enforcement rosters.

How this Parse works

The anchor is a manufacturing site with a recent OSHA inspection; the intersect keeps only those the FirmStanding entity graph also finds across two or more separate enforcement rosters. A single OSHA case is background noise in manufacturing; the same company recurring across multiple enforcement sources is a repeat-presence pattern underwriters and EHS consultants can actually act on. One inspection tells you they had an issue; the multi-source footprint tells you it's a habit, not an incident. Requiring both filters a huge manufacturing universe down to the plants with a documented, cross-source compliance profile — the signal that survives scrutiny because more than one watchdog is describing it.

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Active coal mines with a significant-and-substantial violation

Active coal mines carrying a significant-and-substantial MSHA citation — the sharpest safety-compliance need on the map.

How this Parse works

One leg reads the MSHA Mines data set for active coal operations; the other reads the Violations data set for a significant-and-substantial (S&S) citation — MSHA's marker for a hazard reasonably likely to cause serious injury. An active mine alone is just an operator; an S&S citation on top of it is a site with an identified, elevated danger and a compliance clock running. That's the operator a mine-safety vendor or industrial-hygiene seller should reach first, because the need isn't theoretical — it's cited. Screening on active mines gives you the whole field; requiring the S&S violation isolates the ones where the safety conversation is already overdue.

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Large hazwaste generators that also report large toxic releases

RCRA large-quantity generators that also self-report large toxic releases on their TRI Form R — the heaviest footprints.

How this Parse works

One leg reads EPA RCRAInfo for large-quantity generators — the sites producing hazardous waste at the highest regulated tier under the manifest system; the other reads the Toxics Release Inventory (TRI Form R) for large self-reported chemical releases. A big waste footprint and a big emissions number on the same site describe an industrial operation whose environmental complexity is at the top of both scales at once — the heaviest, most vendor-hungry accounts on the map. Screening either roster alone floods you with thousands of names; requiring both isolates the sites where an environmental-services or remediation book actually gets written, read across two EPA systems.

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Employers with an OSHA citation and an active labor charge

Employers with a recent OSHA citation that also drew an NLRB unfair-labor-practice charge — safety and labor friction at once.

How this Parse works

Anchor on an employer with a recent OSHA inspection, then keep only those also carrying an NLRB unfair-labor-practice charge (a C-case). Floor-safety problems and labor conflict tend to arrive together — pressure on the shop floor showing up in both the safety file and the labor docket — but they live in completely separate systems, so almost no one watches them as a pair. The overlap marks an employer whose people situation is stressed on two fronts at once, the compounding risk that pulls EHS consultants and labor advisors in together. A safety inspection crossed with a labor charge to find the accounts where the tension is unmistakable.

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Repeat-footprint employers with a fresh OSHA citation

Employers with a recent OSHA citation that also recur across two-plus separate compliance rosters — a repeat-presence pattern.

How this Parse works

The anchor is an employer with a recent OSHA inspection; the intersect keeps only those the FirmStanding entity graph also finds across two or more separate compliance rosters. A single OSHA case is background noise; the same employer recurring across multiple enforcement sources is a documented habit, not an incident. For a safety-training program or a workers-comp loss-control team, that repeat footprint is what justifies prioritizing the account — the signal survives scrutiny because more than one watchdog is describing it. One inspection crossed with a cross-source presence to separate the chronic accounts from the one-off citations.

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Union-organizing employers who are still hiring

Employers with an NLRB representation petition that also filed a fresh workforce case — organizing and expansion in one building.

How this Parse works

The primary leg reads an NLRB representation petition (an R-case) — workers moving to organize; the intersect leg reads a fresh DOL workforce filing showing the same employer is still hiring. Organizing and expansion in the same building is the exact tension a PEO, benefits broker, or labor-counsel seller is built to manage — heightened friction meeting active growth. A petition alone is an early rumble; hiring alone is routine; the two together mark an employer whose people situation is live and unresolved. A labor petition crossed with a hiring feed to find the accounts where the conversation is timely.

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New food plants that already caught an OSHA citation

Meat and poultry plants newly appearing in the FSIS directory that also caught a recent OSHA inspection — a new plant already under scrutiny.

How this Parse works

The primary leg catches an establishment newly appearing in the USDA FSIS Meat, Poultry & Egg Inspection directory — a new processing site coming online; the intersect leg reads a recent OSHA inspection on that same site. A new plant is an opening; a new plant that's already been inspected is one whose floor is drawing attention from day one — a concrete, dated reason for sanitation vendors and EHS consultants to engage while everything is still being set up. A grant-of-inspection record crossed with a safety inspection to catch the processors that are both new AND already on the radar.

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Active mines carrying a serious safety citation

Active mines carrying a significant-and-substantial MSHA citation — an operating site with an identified, elevated hazard.

How this Parse works

One leg reads the MSHA Mines data set for active operations; the other reads the Violations data set for a significant-and-substantial (S&S) citation — MSHA's marker for a hazard reasonably likely to cause serious injury. An active mine alone is just an operator; an S&S citation on top of it is a working site with an identified, elevated danger and a compliance clock already running. That's the operator a mine-safety vendor or industrial-hygiene seller should reach first, because the need is cited, not anticipated. The active-mine roster crossed with the violation record to isolate the sites where the safety conversation is already overdue.

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Funded construction contractors with an established footprint

Construction contractors holding a recent contract award that also recur across 2+ compliance rosters — a funded contractor with a documented operating footprint.

How this Parse works

One leg reads a recent contract award in construction NAICS — a funded, actively-performing contractor; the other keeps only those the FirmStanding entity graph also finds across two or more separate compliance rosters. Funding proves they can pay and are building; the multi-roster footprint proves they're an established operation, not a paper entity. For an equipment or rental seller, that pairing is a qualified target — a firm with both the means to buy and a real, documented presence, assembled from an award record and a cross-source roster.

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Funded contractors filing new patents

Construction and engineering firms holding a recent contract award that also appear as a new patent assignee — funded work meeting fresh IP.

How this Parse works

The primary leg reads a recent contract award in construction NAICS — funded, booked work; the intersect leg reads a USPTO patent assignment naming that same firm as a new assignee. Money coming in and intellectual property being recorded are two kinds of momentum, and a contractor or engineering firm doing both is a well-capitalized operation investing in how it builds — the profile equipment, automation, and construction-technology sellers want early. An award record crossed with the patent record to find the funded firms also building defensible IP.

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Funded contractors with a wage-and-hour case

Construction contractors holding a recent contract award that also surface in a DOL wage-and-hour case — funded work meeting documented labor exposure.

How this Parse works

The primary leg reads a recent contract award in construction NAICS — a funded, performing contractor; the intersect leg keeps only those who also surface in a DOL Wage and Hour Division case. Funding proves they're building and can pay; the wage case documents labor exposure the award alone can't see. For equipment, rental, surety, and compliance sellers, a funded contractor with a live wage case is both a real prospect and a concrete talking point — an award record crossed with a wage-and-hour docket on the same firm.

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New mid-size carriers activating operating authority

Newly-registered carriers running 10+ trucks that just activated operating authority — a real fleet standing up.

How this Parse works

The first leg catches a brand-new FMCSA Company Census registration — a fresh USDOT number — with 10 or more power units, so it's a real fleet and not a single owner-operator. The second confirms the operating authority has actually gone active, meaning they're cleared to haul for hire, not just registered. New-entrant lists are mostly one-truck startups and never-activated numbers; requiring 10+ units AND live authority isolates the carriers standing up genuine capacity right now. That's the narrow window — before the first bank, factor, or insurer locks them in — when working-capital and coverage decisions get made. Two census records catch it the week it happens.

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High-capacity active carriers holding live authority

The largest active carriers on the FMCSA roster that also hold live operating authority — the fleets that anchor a book.

How this Parse works

One leg reads the FMCSA L&I carrier roster (the MCS-150 census) filtered to active status and the biggest fleets; the other confirms live, active operating authority (a valid MC number). Plenty of DOT numbers are dormant, revoked, or paper-only — requiring active authority on top of a large active fleet strips those out and leaves the established operators actually moving freight at scale. For a surety, a trucking insurer, or a factor, these are the anchor accounts: real trucks, real revenue, real longevity, verified across two FMCSA records instead of assumed from one. You're not chasing a new entrant here — you're identifying the fleets worth writing.

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Construction firms with an OSHA citation AND a wage case

Contractors carrying both a recent OSHA citation and a DOL wage-and-hour back-pay case — compounding site and payroll exposure.

How this Parse works

Take a construction contractor with a recent OSHA inspection on the jobsite and keep only those who ALSO turn up in a DOL Wage and Hour Division back-wage case. Either one alone is common in the trades and easy to shrug off; both landing on the same firm is a company whose site discipline and payroll discipline are slipping at once — the exact compounding risk a safety consultant or a workers-comp underwriter needs to see before others do. The wage case reveals labor exposure the safety file can't, and vice versa. You're reading two independent watchdogs describing the same contractor, which is far harder to explain away than a single citation.

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Funded contractors carrying a fresh OSHA citation

Contractors holding a recent USAspending award that also carry a recent OSHA inspection — funded and actively performing, with a safety file.

How this Parse works

The anchor reads a recent USAspending contract award in construction NAICS — a funded, actively-performing contractor; the intersect keeps only those also carrying a recent OSHA inspection on the jobsite. Funding proves they can pay and are building; the OSHA case proves the site exposure is documented, not assumed. For a surety underwriter or a safety consultant, that pairing is the sweet spot — a contractor with both the means to buy and a concrete, dated reason to engage. An award record crossed with a safety inspection to find the funded firms whose risk is visible while they're still on the job.

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Bonded-scale contractors with a citation and a distress marker

Construction principals with a recent OSHA inspection that also carry a distress marker — a safety and a solvency flag at once.

How this Parse works

Anchor on a construction principal with a recent OSHA inspection, then keep only those also carrying a distress marker in the FirmStanding composite. A citation speaks to site discipline; a distress marker speaks to solvency; both on one principal is the re-underwrite-or-require-collateral moment, caught while the firm is still performing rather than after a claim. Surety underwriters and claims teams live for that early read — a bonded principal whose safety file and balance sheet are both flashing, assembled from a safety inspection and a distress feed that rarely share a screen.

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New wireless licensees holding a contract award

Companies granted a new FCC wireless license that also hold a recent USAspending award — a spectrum holder with funded revenue behind the buildout.

How this Parse works

The primary leg reads a new FCC wireless license (a ULS grant) — a company that just secured spectrum or a site authorization; the intersect leg confirms a recent USAspending award, funded revenue on the books. A license tells you a buildout is authorized; the award tells you there's real money behind it, not an aspiration. Together they mark an operator standing up wireless capacity with the capital to execute — the moment telecom, low-voltage, and integration sellers want, before the install contracts are let. A spectrum record crossed with an award feed to separate the operators actually building from the ones just holding a license.

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Sample dataset

Real rows from the feed behind this vertical

A live slice of the public-record feed these Parses watch. Rows report counts and statuses as recorded — observational public records, not a consumer report, no FCRA use.

SourceDOL OFLC workforce filings (H-1B / PERM) — the official-record dataset behind this sample, one of the feeds powering Warehouse automation & robotics Parses like Employers filing for robotics & controls roles.

dateemployerjob_titlesocworksite_citystatevisa
2026-03-01Evalve, Inc.Senior Industrial Engineer17-2112.03Menlo ParkCA
2026-03-01Synchrony BankAVP, Reliability Engineer17-2112.02West ChesterOH
2026-03-02Owens Corning Roofing and Asphalt, LLCSenior Market Analyst, Asphalt17-2112.00ToledoOHH-1B
2026-03-02Owens Corning Roofing and Asphalt, LLCSenior Market Analyst, Asphalt17-2112.00PerrysburgOHH-1B
2026-03-02Emergent Manufacturing Operations Baltimore LLCAnalyst, QA Compliance17-2112.02BaltimoreMDH-1B
2026-03-02Jing-Jin Electric North America LLCProcess Engineer17-2112.03Farmington HillsMIH-1B
2026-03-02RIVIAN, LLCSr. Material Planner, Service Accessories17-2112.03IrvineCAH-1B
2026-03-02Cummins Inc.Packaging Engineer – Senior17-2112.00WhitakersNCH-1B

SampleReal workforce-filing rows — the buildout signal behind warehouse-automation Parses.

Download sample (CSV)

What you get

Benefits

  • Robotics and controls filings at new worksites flag automation buildouts.
  • First-ever filings in a metro point to a new DC before it opens.
  • Enforcement data adds a safety-automation angle.

Who it's for

Teams that use this

  • Warehouse-automation and robotics sales
  • Material-handling integrators
  • Solutions and BD

How it helps

From record change to action

  • Reach a new distribution center at the procurement stage.
  • Prioritize by filing volume and worksite newness.

Time & money saved

What it replaces

One automation project covers the program indefinitely.

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