Evaluate
Red-team models and agents against real operating constraints, with rubrics your team can defend.
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Lometa intelligence
The human data layer for AI that works in the real world.
Lometa helps AI companies and enterprises build better, safer, more useful systems by turning real-world expertise into high-quality training data, evaluations, and workflow intelligence. We start with an in-house pool of experienced professionals across transportation, industrial design, footwear, emergency services, enterprise operations, digital media, marketing, and advertising—giving clients actionable human insight and production-ready data while creating meaningful, specialized project opportunities for our experts.
The problemAI can demo well.
AI can demo well.
Real work is different.
Benchmarks alone cannot show whether a system will work across a fleet, charging network, factory, job site, or complex business. Lometa turns lived operational experience into evidence your team can use before launch.
What we doFrom first pilot
From first pilot
to trusted workflow.
Choose the service your team needs now. Lometa brings the right experts, evidence, and operating context into the work.
Build
Create expert demonstrations, corrections, and training examples from people who do the work.
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Test
Run realistic scenarios across transportation, user-centered industrial design, footwear, emergency services, and enterprise operations before launch.
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How it worksA clear path to
Start a pilot A clear path to
better systems.
Step 01
Lometa pilot01Scope
Scope a paid pilot
Bring us one workflow, model, or decision where real-world context matters. We define the success rubric together.
Start hereStep 02
Lometa pilot02Match
Match expert signal
We pair the work with practitioners who understand the constraints, edge cases, and consequences inside it.
Start hereStep 03
Lometa pilot03Improve
Improve with evidence
You get clear findings, examples, and next steps your product or operations team can act on.
Start here8,400+verified experts
TransportationIndustrial productSafety responseFor talentDo work that
Do work that
matters in production.
Join a vetted network of practitioners whose lived experience makes AI more accurate, useful, and safe. Choose projects that fit your expertise and the work you want to do.
Transportation / EVTransportation / FleetTransportation / CommuteTransportation / Fleet managementTransportation / Fleet electrificationIndustrial designFootwear designBuilt environmentEmergency servicesSafety & responseEnterprise operationsDigital Media & MarketingDigital Advertising
IndustriesWhere experience
Where experience
changes the outcome.
We start where operational context matters most: the systems, products, and decisions that have to work outside a demo.
01
Transportation
EV, fleet, commute, fleet management, and fleet electrification expertise in one operator-led practice.
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02Industrial design
User-centered product design, research, prototyping, manufacturability, quality, and commercialization.
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03Footwear design
Footwear development, materials, fit, construction, sourcing, sustainability, and product quality.
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04Built environment
Construction, facilities, sustainability, lifecycle analysis, energy, and capital-project decisions.
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05Emergency services
Emergency response, preincident planning, firefighter training, and NFPA-aligned practice.
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06Safety & response
Emergency management, operational risk, compliance, hazardous materials, and continuity.
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07Enterprise operations
Procurement, finance, analytics, transformation, governance, and cross-functional execution.
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08Digital Media & Marketing
Content strategy, social media, lifecycle marketing, brand systems, audience insight, and measurable digital growth.
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09Digital Advertising
Paid media, creative testing, campaign operations, measurement, attribution, brand safety, and advertising quality.
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For clientsStart with one
Start with one
real workflow.
Bring us an AI product, operational decision, or workflow where performance matters. We will scope a paid pilot around the experts, evidence, and outcomes your team needs.
A defined success rubric Matched domain experts Findings your team can act on