Structured Portfolio Matrix

AI Data Collection Programs

We support AI training data programs across computer vision, speech, multimodal AI, robotics, and Physical AI—covering participant recruitment, custom data collection, OTS data sourcing, field operations, and dataset delivery.

Live Programs
2
Active, real-time participant collection
RFPs & Capabilities
5
Active opportunities & RFP evaluations
Closed Projects
1
Completed & delivered program
Domain Coverage
5+
CV, Speech, Multimodal, Physical AI, Fleet

Operational Status Transparency

We explicitly structure our portfolio by status so it is clear what has been completed, what is currently active, and what is in the RFP/capability stage. This makes a clear distinction between completed delivery, active execution, and opportunities currently being evaluated—ensuring total transparency and avoiding overstating client engagements.

LIVE PROJECTS

Live Computer Vision | Facial Image Collection

Face Mask Image Collection

An active demographic image collection program requiring participants to capture facial images in real time through a dedicated collection platform.

Demographic Requirements

Collection is structured around defined age groups, gender, ethnicity, and regional quotas.

Collection Scope
  • Multiple facial poses
  • Different mask colours & defined configurations
  • Controlled pose variation & different backgrounds
  • Specific demographic quotas & age distribution
Quality Requirements
  • Strict resolution & image quality thresholds
  • Centred facial positioning & pose variation
  • Background diversity & original EXIF metadata where applicable
Collection Process

Participants are onboarded to the designated platform and follow step-by-step instructions for real-time image capture.

Target Applications
Face Recognition Face Detection Mask Detection Facial Attribute Recognition CV Model Training
Live Computer Vision | Facial Image Data

Age Progression Image Collection

An active facial image collection program focused on supporting age-related computer vision and AI model development.

Historical Image Support

Where permitted, historical photographs can be used subject to applicable project requirements and metadata rules.

Collection Scope

Covers defined demographic groups across age, gender, ethnicity, facial positioning, image resolution, and quality.

Image & Quality Requirements
  • Minimum image resolution standard
  • Clear and centred faces, frontal facial positioning
  • Full face visibility without edge cropping
  • Restrictions on side-profile images & background controls
  • EXIF requirements for applicable submission images
Target Applications
Age Estimation Age Progression Facial Recognition Facial Attribute Analysis CV Model Training

CURRENT RFP / OPPORTUNITIES

⚡ RFP / Active Opportunity Speech AI | Audio Data

Emirati Arabic OTS & Custom Speech Data

A large-scale requirement for native Emirati Arabic speech data combining existing OTS inventory with custom collection.

Dialect & Target Spec
  • UAE Arabic / Emirati dialect
  • Native Emirati speakers (verified nativity)
  • Single-speaker natural speech
  • OTS inventory evaluation + Custom recording
OTS Capability Evaluation

Evaluating existing Emirati Arabic inventory based on available hours, speaker coverage, audio quality, technical specs, nativity validation, and metadata availability.

Custom Collection Protocol

Custom recordings conducted with native Emirati speakers based on defined recording specifications and required volumes.

Target Applications
Automatic Speech Recognition (ASR) Voice AI Conversational AI Arabic LLMs Dialect Recognition Speech Analytics
⚡ RFP / Active Opportunity Multimodal AI | Video Data

Narrated Egocentric Video Data

A large-scale requirement for narrated real-world video data showing people performing everyday and work-related activities.

Core Requirement
  • First-person / egocentric activity video
  • Human narration in clear English
  • Natural speech & high-quality audio/video
  • Real-world environments (household & workplace)
Content & Environment Coverage

Particular focus on household activities, everyday tasks, home environments, industrial activities, workplace environments, and real-world category distributions.

OTS & Custom Sourcing Evaluation

Both existing OTS inventory and custom collection are evaluated. Supplier inventories undergo category-level review to establish exact volume matching client requirements.

Validation Standards
  • Narration presence & audio clarity
  • Activity relevance & video resolution
  • Category duration, available volume & licensing status
Target Applications
Multimodal AI Vision-Language Models Activity Recognition Video Understanding Embodied AI Robotics
⚡ RFP / Active Opportunity Speech AI | Custom Audio

Custom Multilingual Speech Collection

Custom speech collection for projects where existing OTS datasets do not satisfy the required prompts, format or recording specifications.

Core Capabilities
  • Native-speaker recruitment & management
  • Prompt-based utterances & short-form speech
  • Blind CVs & speaker documentation
  • Rigorous quality checks & re-recording
Operational Execution

End-to-end recruitment, prompt distribution, audio quality validation, speaker metadata management, and blind CV documentation to guarantee compliance.

Target Applications
Speech Recognition Voice Assistants Conversational AI Multilingual AI Accent & Dialect Recognition
⚡ RFP Physical AI | LiDAR | Field Data

Physical AI LiDAR & RGB Data Collection

Field data collection using LiDAR and RGB capture systems for AI and robotics applications across North America.

Collection Scope
  • Synchronized LiDAR point clouds & RGB imagery
  • GPS & spatial environmental telemetry
  • Walking routes & custom collection rigs
Field Operations & Operator Profile
  • Predefined walking routes carrying collection equipment
  • GPS navigation & basic CLI/terminal troubleshooting
  • Outdoor field-work capabilities across varied terrains
Geographic & Environmental Scope

Current RFP activity includes locations across North America, focusing on rural and remote environments with varied architectural and weather conditions.

Target Applications
Robotics Autonomous Vehicles 3D Perception Spatial AI Navigation & Mapping
⚡ RFP Physical AI | Mapping | Fleet

Fleet-Based Mapping & Navigation Data

Active road-data collection using dedicated vehicles equipped with project-provided capture hardware.

Collection Scope
  • 360° high-resolution imagery
  • Telemetry & GPS spatial data
  • Road scene & environmental information
Fleet Operations & Driver Management
  • Dedicated & backup vehicle deployment
  • Dedicated drivers, scheduling & local ops
  • Predefined route execution & vehicle safety
Target Applications
Digital Mapping Navigation Road-Scene Understanding Autonomous Driving Geospatial AI

CLOSED PROJECTS

Status: Closed August 1–15, 2026 Computer Vision | Image Collection

Pet Image Data Collection

Completed a structured collection program focused on dog and cat imagery for computer vision model training.

Delivery Overview

Managed through structured batches, maintaining dog and cat datasets separately with full validated metadata.

Collection Scope
  • Collection of original dog and cat images
  • Structured organization of datasets by animal type
  • Standardized folder and file naming conventions
  • Metadata preparation, validation & batch submission
  • Quality checks before final delivery
Target Applications
Pet Detection & Classification Animal Recognition Object Detection Image Classification CV Model Training

Website Status Summary Matrix

A quick-reference overview categorizing program lifecycle state across delivery, active execution, and capability proposals.

CLOSED (1)

  • Pet Image Data Collection Aug 1–15, 2026

LIVE (2)

  • Face Mask Image Collection
  • Age Progression Image Collection

RFP / OPPORTUNITIES (5)

  • Emirati Arabic OTS & Custom Speech
  • Narrated Egocentric Video Data
  • Custom Multilingual Speech Collection
  • Physical AI LiDAR & RGB Data
  • Fleet-Based Mapping & Navigation Data

Launch Your Custom AI Data Program

Whether you require active demographic image collection, off-the-shelf speech evaluation, or complex field operations, GRAP Solutions delivers end-to-end data precision.

Request Program Proposal