Services

What we do

Five integrated service lines for AI delivery: collection and sourcing, annotation and Gen AI, evaluation and transcription, managed workforce, and custom infrastructure.

Text | Audio | Image | Video | Recruitment

Data Collection & Sourcing

We run high-volume data collection programs across global regions, combining targeted participant sourcing with structured production oversight for text, audio, image, and video datasets.

TextSpeechImageVideoSourcing

Text & Dialogue: Scripted and natural language datasets
Audio & Speech: Multi-dialect voice recordings and acoustic data
Image & Video: Face collection, object detection, and motion data
Participant Sourcing: Targeted recruitment based on specific demographic criteria
Regional coordination for scalable, repeatable field operations
Delivery tracking and completion reporting throughout production

Labeling | RLHF | Prompts | SFT

Annotation & Gen AI Services

We enhance raw data for model training with human-led labeling, alignment workflows, prompt design, and supervised fine-tuning support across modern AI programs.

LabelingRLHFPromptsSFTAlignment

Multi-Modal Labeling: Semantic segmentation, bounding boxes, and text tagging
RLHF Services: Reinforcement Learning from Human Feedback for LLM alignment
Prompt Engineering & Eval: Creating and testing high-quality prompts for generative models
Supervised Fine-Tuning (SFT): High-quality human-annotated data for model refinement
Reviewer oversight and rework loops for consistency
Structured outputs designed for downstream training pipelines

QA | Validation | Relevance | Conversion

Evaluation & Transcription

This service line focuses on accuracy, quality assurance, and structured conversion, helping clients validate outputs before data reaches production environments.

TranscriptionBenchmarkingSearchValidationQA

Multi-Media Transcription: Converting audio, image, and video content into structured text
Model Benchmarking: Measuring model behavior, relevance, and training data validation
Search Relevance: Optimizing search algorithms through human ranking and feedback
Audio/Speech Evaluation: Specialized linguistic and quality assessment
QA review checkpoints designed to improve consistency
Program-level reporting tied to measurable quality outcomes

Talent | Vetting | Placement | Compliance

Global Managed Workforce

The Deaimer Global Workforce gives clients access to vetted talent, managed teams, and role-based placement built for long-running AI delivery programs.

WorkforceVettingPlacementComplianceOps

Expert Sourcing & Vetting: Finding and testing specialized talent for niche AI programs
Managed Operational Teams: Long-running, dedicated teams for consistent project delivery
Role-Based Placement: Efficient assignment of Participants, Managers, and QA leads
Compliance & Ethics: Ensuring all talent meets strict privacy and IP standards
Scalable workforce coordination across regions and roles
Operational continuity for repeat work and expanding programs

Portals | Automation | Pipelines | Reporting

Custom Software Development

This is the technology layer behind Deaimer delivery: proprietary tools, secure workflows, and reporting systems that help clients manage projects with more control.

PortalsAutomationPipelinesReportingInfrastructure

Proprietary Portals: Custom-built dashboards for Clients, Managers, and Participants
Workflow Automation: Tools that speed up delivery and reporting
Data Pipeline Development: Secure pipelines for handling large-scale data transfer
Analytics & Reporting: Real-time tracking of project progress and quality metrics
Operational tooling designed for secure project oversight
Scalable platform foundations for future client programs

Contact

Tell us what you need to build next.

If you are planning a data collection, annotation, or evaluation program, send a short brief and we can discuss the next steps.

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Typical projects

Collection, annotation, evaluation, and workflow tooling

Working style

Structured delivery, managed communication, and practical reporting