Accelerate Your AI Journey with Data-Centric, Human-in-the-Loop Services

Accelerate your AI journey with a full spectrum of data services built for scale, precision, and trust. At Elight AI, we anchor every solution in the synergy of human expertise + automation — to deliver high-quality, scalable, compliant, and reliable data pipelines and governess.

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Our Services

  • Data Annotation & Labeling

    Image / Video / Object Detection / Segmentation

    Text / NLP / Entity Extraction / Classification

    Audio / Speech / Speaker Diarization / Transcription

    3D / Point Cloud / LiDAR labeling

    We combine automated pre-labeling + human review to get to high accuracy at scale. This human-in-the-loop approach ensures edge cases are handled correctly and model error does not compound.

  • Data Cleanup & Preparation

    Noise removal, deduplication, outlier detection

    Format normalization, schema alignment

    Enrichment (metadata tagging, feature extraction)

    Missing value imputation, outlier handling

    Clean data is the foundation of robust models. We ensure your data is production-ready and consistent.

  • AI Forward Engineering & Model Building Support

    Feature engineering & selection

    Prototype model development

    Fine-tuning & augmentation

    MLOps pipeline support

    We augment your customer engagement team to deploy your applications for your customers faster and reliably.

  • AI Application Evaluation & Testing

    Model validation, benchmarking, and stress testing

    Edge-case and adversarial scenario evaluation

    Human review / audit of model outputs

    Continuous monitoring and drift detection

    Rigorous evaluation ensures your AI behaves reliably in real-world usage.

  • Data Privacy & Compliance Scanning & Reporting

    PII / sensitive data detection & redaction

    Consent & lineage audits

    GDPR / CCPA / HIPAA / sector-specific compliance checks

    Compliance risk reports & remediation plans

    In regulated environments, compliance is as important as accuracy.

  • Robotics-Human Only / Human-in-the-Loop Services

    Human-only data collection for robotics research

  • BPO & Back-Office Outsourcing

    Transaction processing, data entry, form processing

    Document handling, claims processing, KYC support

    Tiered escalation & quality control

    We bring AI-informed efficiency to traditional BPO workflows, raising quality while lowering cost.

  • Data Infrastructure Diagnostics & Optimization Service

    Modern data teams face overwhelming complexity—fragmented pipelines, escalating cloud costs, and platform sprawl across AWS, Google Cloud, Snowflake, Databricks, MongoDB, and more.
    Our service simplifies this chaos. We deliver deep diagnostics and intelligent optimization through an AI-powered semantic layer, smart compute and storage management, and continuous cross-cloud query monitoring. The result: a streamlined, cost-efficient data foundation that scales with your business.

  • DevOps Simplified: Expert Infrastructure Deployment & Intelligent Configuration

    Modern cloud and AI workloads require careful orchestration across architectures, providers, deployment settings, and performance constraints. Most development teams aren’t equipped to manage every detail.
    We bridge that gap. Combining deep infrastructure expertise with GenAI-driven configuration intelligence, we deliver streamlined deployments, robust security, and efficient ongoing management. Your systems become easier to operate, scale, and control—at a lower cost.

Quality Assurance

  • Multi-pass review (initial + audit)

  • Benchmark sampling & statistical validation

  • Annotator performance tracking & retraining

  • Provenance & explainability metadata

  • Continuous feedback loops to improve quality

We Are Your Partner

Challenge

Poor-quality labels

Scalability bottlenecks

Compliance exposure

Vendor fragmentation

Lack of domain expertise

Lack of transparency

Your Risk

Model underperformance, bias

Project delays, ballooning costs

Legal/regulatory risk, fines

Disconnected systems, data silos

Misinterpretations, errors

Hard to debug errors later

Our Solution

Hybrid human-in-the-loop workflows; rigorous auditing

Modular, scalable teams & automation

Privacy scanning, lineage, redaction & reports

End-to-end platform & unified dashboard

Domain-expert annotators trained per vertical

Full provenance, versioning, audit logs

When you partner with Elight AI, you’re not just outsourcing services—you’re gaining a trusted, transparent, accountable AI data partner that will be part of your team.

Why Now? Why Elight AI?

The fastest-growing AI systems are constrained by quality of data, not just model architectures.

  • Leading players now adopt human-in-the-loop to push models past accuracy plateaus.

  • Enterprises demand compliance, auditability, and governance as much as raw performance.

  • Fragmented pipelines cause friction: stitching together labeling, governance, audit, metrics leads to blind spots.

  • A trusted partner who owns the full pipeline is increasingly strategic, not just tactical.

Our mission is to empower businesses with robust data service solutions that drive insightful decision-making and unparalleled growth.

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