RAIC Labs
RAIC Labs is a private AI software company offering a visual data analysis platform that enables non-technical users to search, label, and monitor satellite imagery, drone footage, and video without pre-labeled training data, serving defense, government, enterprise, and nonprofit customers.
- Company typePrivate
- Founded2019
- HeadquartersDelafield, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What RAIC Labs does
RAIC Labs is a private U.S. AI software company founded in 2019 (rebranded from Synthetaic in 2024) that provides a visual data analysis platform enabling non-technical users to search, label, and monitor objects across satellite imagery, drone footage, and video without pre-labeled training data or pre-trained models. Its core technology, RAIC (Rapid Automatic Image Categorization), uses image embedding space and vector search to make visual data searchable from a single example, including hand-drawn sketches or text prompts via DALL-E 2, with documented performance of 50x more usable data and 10x-40x speed gains over baseline methods. The product portfolio comprises three core offerings (RAIC Search, RAIC Monitoring, AI Accelerator) supplemented by industry-specific solutions for transportation, agriculture, energy, security, insurance, federal/defense, and an AI for Impact program serving nonprofits and humanitarian organizations.
RAIC Labs firmographics
Firmographics- Name
- RAIC Labs
- Legal name
- Synthetaic, Inc.
- Website
- https://raiclabs.com
- Company type
- Private
- Founded year
- 2019
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- RAIC Labs is a private AI software company offering a visual data analysis platform that enables non-technical users to search, label, and monitor satellite imagery, drone footage, and video without pre-labeled training data, serving defense, government, enterprise, and nonprofit customers.
- Ownership category
- akta.pro rank
RAIC Labs industry classification
Industry- Product category
- Computer Vision AI Platform
- NAICS
- Software Publishers (5132)
- SIC
- Services-Computer Processing & Data Preparation (7374)
- akta.pro primary industry
- Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs) (HDAEANAH)
- akta.pro secondary industry
- AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF)
Keywords
Where RAIC Labs is headquartered
LocationHeadquarters
- HQ city
- Delafield
- HQ country
- United States
- HQ region
- North America
Offices2 records
Markets served
RAIC Labs business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations
Revenue model
- RAIC Platform SaaS: Cloud-based AI platform subscription for visual data analysis, offered as a self-serve product with enterprise customization options. Built on Microsoft Azure with GPU compute resources.
- AI-Assisted Labeling Services: AI-powered data labeling services that accelerate AI model development for customers, with export capabilities to existing AI pipelines (CVAT, Label Studio, etc.).
- Defense & Government Contracts: SBIR contracts with U.S. Army and Air Force for military applications of object detection technology, adapted for JADC2 and Joint All-Domain Command and Control.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise platform with customizable deployment options |
Go-to-market motion3 records
Distribution channels4 records
Marketing channels5 records
RAIC Labs product offering
Product offeringCore offering
RAIC Labs provides an AI platform (RAIC – Rapid Automatic Image Categorization) that enables users to search, monitor, and label massive volumes of visual data — including satellite imagery, aerial drone footage, full-motion video, and static images — without requiring labeled training data or pre-trained models. The platform is delivered as three core products: RAIC Search (one-example visual search), RAIC Monitoring (continuous model-based monitoring), and AI Accelerator (AI-assisted data labeling), sold to enterprise, government/defense, and nonprofit customers via subscriptions and custom deployments.
Product overview
RAIC Labs (formerly Synthetaic, rebranded in 2024) offers a unified AI-powered visual data analysis platform centered on its flagship product, RAIC (Rapid Automatic Image Categorization). The portfolio consists of three core product lines: RAIC Search for visual search across unlabeled image and video datasets; RAIC Monitoring for continuous, model-based monitoring and change detection; and AI Accelerator for AI-assisted data labeling to accelerate machine learning model development. These core products are supplemented by a suite of industry-specific solution briefs (Federal, Oil and Gas, Agriculture, Geospatial, Utilities, Insurance, Roadside Asset Management, Disaster Recovery) and an AI for Impact program providing subsidized access for nonprofit and humanitarian organizations. The platform processes geospatial satellite imagery, aerial drone photography, full-motion video, and static images using proprietary embedding-based vector search technology that requires no pre-labeled training data or pre-trained models.
Differentiator
Problem solved
Functional benefit
Brands
- RAIC Search: Visual search platform enabling users to sift through millions of images to find objects of interest in seconds using AI-powered embeddings technology.
- RAIC Monitoring
- RAIC AI Accelerator
Products and services
- RAIC Search Visual search platform that finds any object of interest across millions of images, hours of video, or vast satellite datasets using a single example image, text prompt, or hand-drawn sketch as a search seed. Results are delivered in a context map grouped by similarity with a 'human nudge' workflow for iterative refinement. Built for enterprise, government, defense, and nonprofit users analyzing satellite imagery, drone footage, and video.
- RAIC Monitoring AI-powered monitoring solution that delivers ongoing insights from visual data using custom or prebuilt models combined with image embedding space. Provides real-time model updates, CPU-based processing, human-in-the-loop model overwatch, and support for hosted or edge model deployment, enabling continuous monitoring and change detection workflows for enterprise and government customers.
- AI Accelerator AI-assisted labeling platform that streamlines creation of labeled training datasets for machine learning model development. Eliminates the cold-start problem by using advanced embeddings to organize and categorize data immediately without requiring an initial trained model, and supports export to annotation tools such as CVAT and Label Studio. Designed for AI/ML teams accelerating computer vision model development.
- AI for Impact Program Social impact program providing nonprofit organizations, NGOs, and researchers with reduced-cost or subsidized access to RAIC technology for conservation, search and rescue, humanitarian aid, and climate action projects. Partners include The Nature Conservancy, World Food Programme, and Climate TRACE coalition members.
Quantifiable outcome
- 50% increase in usable data for HETDEX dark energy research
- +6 more outcomes
Companies that use RAIC Labs
Customer profileNamed customers11 records
Segments7 records
Ideal customer profiles3 records
RAIC Labs technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration5 records
AI capability10 records
Feature7 records
RAIC Labs partnerships and signals
Strategic signalPartnerships
Eight partnerships are on record, tiered core, flagship and minor.
- GenLogscoreRAIC Labs providing proprietary automated data labeling technology to accelerate GenLogs' AI model development for freight intelligence. Partnership in seventh month as of March 2025; GenLogs scanning 4 million images per day using RAIC-built models.
- MicrosoftflagshipFive-year strategic partnership providing nearly 1 million hours of cloud GPU compute resources on Microsoft Azure. RAIC built on Azure from day one; enables government customers through Azure Government Cloud. Joint go-to-market through Azure Space for geospatial intelligence. RAIC participates in Microsoft's Pegasus Program for startups.
- Planet LabscorePartnership announced May 2023. Planet's daily Earth imagery archive (entire landmass imaged every day for 6+ years) combined with RAIC's analysis capabilities. Customers can obtain object detection analytics for defined areas of interest within Planet data.
- EsricoreIntegration of RAIC analytics with Esri's ArcGIS platform for geospatial analysis. Chesapeake Conservancy partnership uses all three platforms (Microsoft, Esri, RAIC) for watershed protection efforts.
- Chesapeake ConservancyminorLeading watershed protection effort to protect 30% of Chesapeake Bay watershed by 2030 using Microsoft Planetary Computer data, Esri analysis tools, and RAIC Labs analytics.
- U.S. Space Force Space Systems CommandflagshipSelected for SDA TAP Lab Apollo Accelerator Cohort 4 following success in Cohort 3. Collaborating with cutting-edge companies to address space defense challenges. RAIC technology producing enhanced AI change detection for space domain awareness.
- U.S. ArmycorePhase I SBIR contract to adapt RAIC for near-real-time object detection, classification, and imagery annotation for military use. Next step in adapting RAIC for JADC2 and Joint All-Domain Command and Control.
- U.S. Air Force (AFWERX)coreSuccessfully completed Phase I and Phase II SBIR contracts focused on rapid automatic target detection and automatic target recognition (ATD/ATR). RAIC outperformed traditional ML methods 21:1 in efficiency and 9.2 percentage points in F-score accuracy.
Scale indicators12 records
Recent moves6 records
Expansion highlights7 records
RAIC Labs competitors and assessment
Company assessmentDirect peers
- Roboflow: Roboflow provides a developer-focused computer vision platform for building, training, and deploying vision models, including data labeling and model management. It competes with RAIC in the broader computer vision tooling space, particularly for organizations building their own visual AI pipelines.
- Scale AI: Scale AI combines data labeling services with its own computer vision and AI platform, serving defense, autonomous systems, and enterprise customers. It overlaps directly with RAIC's AI Accelerator labeling capability and its broader computer vision applications across government and commercial use cases.
- CrowdAI: CrowdAI (acquired by Saab) provides AI-based analytics for satellite and aerial imagery, including object detection and change detection at scale. It is one of the closest direct competitors to RAIC in geospatial AI, serving similar defense, intelligence, and commercial Earth observation customers.
- Clarifai: Clarifai is an AI platform for visual recognition and computer vision, offering visual search, classification, and detection across image and video. It is the most directly comparable platform to RAIC, serving similar enterprise/government customers with a similar workflow-based, no-prior-training-required approach.
- Landing AI: Landing AI, founded by Andrew Ng, provides an enterprise AI platform for visual inspection and computer vision in manufacturing and industrial settings. It overlaps with RAIC in offering rapid-to-deploy visual AI solutions aimed at non-technical domain experts in enterprise verticals.
Broad incumbents
- Maxar Intelligence: Maxar is a major provider of high-resolution commercial satellite imagery and geospatial intelligence for defense, intelligence, and commercial customers. It is comparable as an incumbent in geospatial imagery-based analytics — RAIC partners with Planet Labs in a similar orbit, while Maxar offers in-house AI analytics on its own imagery archive.
- BlackSky Technology: BlackSky combines a constellation of high-revisit imaging satellites with an AI-driven analytics platform for geospatial monitoring and change detection. It overlaps with RAIC's geospatial AI and monitoring capabilities, particularly for defense and intelligence customers needing rapid, repetitive imagery-based insights.
Emerging players
- Labelbox: Labelbox is a data labeling and annotation platform for AI/ML teams, with strong support for image and video labeling workflows. It is comparable to RAIC's AI Accelerator product, providing infrastructure for the model-development workflow that RAIC Search/Monitoring plug into downstream.
- SkyWatch: SkyWatch provides a platform for accessing, managing, and analyzing satellite imagery from multiple commercial providers. It overlaps with RAIC's role in making geospatial data searchable and usable for enterprise customers, and serves adjacent needs in the same geospatial AI ecosystem.
Others
- Planet Labs: Planet Labs operates the world's largest constellation of Earth observation satellites and provides daily imagery at global scale. RAIC is a strategic partner of Planet Labs — listed here as an adjacent/ecosystem participant whose data RAIC analyzes — and Planet's own analytics capabilities are an indirect competitive substitute for RAIC's geospatial monitoring.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks6 records
Key highlights7 records
Customer concentration
RAIC Labs social profiles
Digital presenceRAIC Labs financial estimates
Financial estimateRevenue estimate
Valuation estimate
RAIC Labs leadership team
Management profileNumber of profiles
Profiles7 records
RAIC Labs funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
RAIC Labs M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about RAIC Labs
What does RAIC Labs do?
RAIC Labs provides an AI platform (RAIC – Rapid Automatic Image Categorization) that enables users to search, monitor, and label massive volumes of visual data — including satellite imagery, aerial drone footage, full-motion video, and static images — without requiring labeled training data or pre-trained models. The platform is delivered as three core products: RAIC Search (one-example visual search), RAIC Monitoring (continuous model-based monitoring), and AI Accelerator (AI-assisted data labeling), sold to enterprise, government/defense, and nonprofit customers via subscriptions and custom deployments.
Is RAIC Labs a public or private company?
RAIC Labs is a private company. It is classified as venture growth investor backed and is currently operating.
When was RAIC Labs founded?
RAIC Labs was founded in 2019. It employs 11 to 50 people.
Where is RAIC Labs based?
RAIC Labs is headquartered in Delafield, United States, in the North America region.
How does RAIC Labs make money?
Three revenue lines are on record. RAIC Platform SaaS are the primary driver. The others are AI-Assisted Labeling Services and defense & Government Contracts.
Who are RAIC Labs's main competitors?
Direct peers on record are Roboflow, Scale AI, CrowdAI, Clarifai and Landing AI. Broad incumbents are Maxar Intelligence and BlackSky Technology. Emerging players are Labelbox and SkyWatch. Planet Labs is listed as an others.
Does RAIC Labs have an API?
No public API is recorded for RAIC Labs.
What industry is RAIC Labs in?
RAIC Labs's product category is Computer Vision AI Platform. Its primary akta.pro industry code is HDAEANAH, Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs), with a secondary code of HDAEANAF, AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety). Its NAICS code is 5132 and its SIC code is 7374.