Explore the full range of solutions Helpware divisions provide:

Training Data as a Service

High-quality training data is a staple for building accurate AI/ML models with consistently reliable outputs. At Helpware AI, we provide diligently curated datasets for diverse use cases and industry verticals. From human-generated audio recordings to synthetic text corpora, get everything you need in one place.

Training Data as a Service

Premium Training Data
That Fuels Your Model

Operating in 11 countries across four continents, we collect AI training data
across geographies and dialects to help you develop unbiased, culturally
relevant, and multilingual models.

Human-
Generated
Training Data

Accurate, authentic, and nuanced.
Captured from actual human
interactions, this data reflects real-
world language, scenarios, and context.

Conversational & Role-Play Data

We produce accurate and context-relevant data from human-to-human and human-to-bot interactions. This data facilitates the creation of customer support bots, AI medical assistants, and legal chatbots capable of carrying on human-like conversations while being context-aware.

Expert-Simulated Data

We partner with certified doctors, lawyers, financial advisors, and other experts who participate in domain-specific conversations to produce simulated training data. This data supports healthcare bots, finance agents, and other tools requiring domain expertise and compliance.

Human Annotations & Labels

Our experts manually classify, tag, and apply sentiment labels to collected data, generating precise, ready-to-use datasets for accurate AI systems. They can be applied for NLP, sentiment analysis, content moderation, and other tasks where precision is key.

Speech & Audio Recordings

With a global footprint, we engage native speakers across varied accents and dialects to produce high-quality speech and audio recordings. Offering language diversity and clarity, these datasets power speech recognition tools, voice assistants, and accent neutralization software.

Image / Video Tagging & Transcription

We label objects, behaviors, and scenes in images and videos and transcribe the latter to generate datasets for computer vision models. They enable a wide range of CV solutions, including medical imaging software, smart surveillance systems, OCR tools, and more.

Evaluation Data (RLHF / Quality Judgments)

Our team performs data evaluation, reinforcement learning based on human feedback, and human preference ranking to maximize your model’s performance. We train it to provide accurate, unbiased, and contextually appropriate outputs that align with human values.

Synthetic Training Data

Scalable, cost-efficient, and privacy-safe. Synthetic data steps in where real-
world data is scarce, allowing the creation of scenarios that are unethical or
expensive to replicate in real life.

Synthetic Text Corpora

We offer AI-generated dialogues, documents, instructions, and other text content for large-scale training and fine-tuning of language models. Our synthetic text corpora provide a safe and cost-efficient way to produce controlled datasets without the limitations of real-world data.

Synthetic Tabular / Business Data

We programmatically simulate business records to generate tabular data. It proves invaluable for fraud detection algorithms, forecasting solutions, and AI-powered fintech tools, allowing you to train quality predictive models without revealing sensitive information and violating privacy.

Synthetic Image & Video Data

Our experts generate synthetic image and video data, including rendered scenes and GAN-based imagery. We compile high-quality, human-validated, and scenario-specific datasets on demand to train and fine-tune computer vision models at scale.

Synthetic Speech / Voice

We deliver AI-generated and morphed voice datasets with diverse languages, accents, and speaking styles. They help enhance AI models’ voice recognition, speech-to-text, and voice cloning capabilities while supporting proper multilingual performance.

Simulation Data (IoT, Spatial, Behavioral)

We capture IoT readings, spatial layout, and behavioral patterns from virtual environments to create simulation datasets. They offer lifelike scenarios to support the development of smart cities, robotics, and industrial automation without expensive real-life experimentation.

Synthetic Code / Metadata

Our specialists generate synthetic scripts, logs, and metadata that capture system behavior, processes, and configurations. As a result, you receive structured datasets enabling DevOps AI, coding assistants, and other code generation tools that improve productivity.

Hybrid (Human-in-the-
Loop) Training Data

AI-assisted, human-validated, and precise. Hybrid data combines the best of
both worlds, striking a perfect balance between AI-enabled scalability and the
precision of the human touch.

1

AI-Generated + Human-Verified Datasets

AI generates the data; we verify it to ensure accuracy and no bias. This allows us to dramatically reduce dataset creation costs and ensure precision that human-unverified synthetic data alone can’t provide.

2

Human-in-the-Loop Reinforcement (RLHF)

Our team scores AI outputs for iterative improvement, empowering you to maximize your model’s performance. We train it to provide accurate, unbiased, and contextually appropriate outputs that align with human values.

3

AI-Assisted Annotation

We combine efficiency with accuracy through AI-assisted data annotation. The AI pre-labels collected data, and our team reviews these labels and either approves or corrects them. This enables large-scale image, speech, and text labeling that is both cost-efficient and accurate.

4

Template-Driven
Role Plays

AI proposes scripts; we expand and improvise. This enables us to generate domain-specific, context-rich conversations at scale to power AI customer support agents, legal chatbots, medical assistants, and other conversational AI tools.

5

Adaptive Evaluation Sets

We define benchmarks while AI generates test cases. This way, our team continuously evaluates your model and ensures its performance improves across a diverse range of scenarios without the need for manual example creation.

Our Dataset Creation Process

01

Collection

Our team gathers raw data across diverse sources, languages, and modalities, including texts, videos, images, audio recordings, role-play conversations, expert simulations, and more.

02

Preprocessing

We clean collected data, removing duplicates, irrelevant data, and corrupted files. We also encode it, fix errors where possible, and prepare it for annotation.

03

Annotation

Our experts classify, tag, and apply sentiment labels to collected data, ensuring spot-on precision. This can be done with AI assistance or by humans alone.

04

Evaluation

Our AI training specialists evaluate datasets for accuracy and bias to ensure your model is trained on relevant, high-quality data.

05

Packaging & delivery

Finally, we deliver ready-to-use datasets to you so you can use them right away and improve your model’s outputs.

AI Capabilities Powered by Our Data

Natural Language Processing

Natural Language Processing

Elevate your model’s NLP capabilities with conversational data, synthetic text corpora, expert-simulated datasets, and more. Our training data empowers you to build a sophisticated NLP model that grasps context and nuance, accurately determines sentiment, and understands the intent behind user queries.

Computer Vision

Computer Vision

Our real and synthetic image & video data along with tagging & transcription services enable you to create computer vision models for diverse use cases and industries. Equipped with our datasets, you can build CV solutions that accurately detect objects across images and videos, classify and segment them, recognize anomalies, and much more.

Speech Recognition

Speech Recognition

We deliver synthetic voice data as well as speech recordings across languages, dialects, and accents to help you build state-of-the-art speech recognition tools. Trained on our high-quality datasets, your models will be able to transcribe audio into text with near 100% accuracy, understand voice commands, analyze sentiment and intent, and offer other functions.

Predictive Analytics

Predictive Analytics

Tap into Helpware AI’s high-quality synthetic business data and simulation data to build advanced predictive analytics models for your use case. We enable the creation of solutions that accurately forecast outcomes, see patterns even in chaotic data, and support data-driven decision-making, helping your business prosper and flourish.

Driving Real Business Value

Driving Real Business Value

Avoid nonsensical, biased, and inaccurate outputs. Train your model on premium datasets created with your business and industry in mind.

Scalability & reach

With AI for CX, we’re redefining the whole customer journey, making it faster, smarter, and more streamlined. And making CSAT sky high.

10
+

industries served, including Fintech, Healthcare,
Ecommerce, Transportation, and more

45
+

languages/dialects
supported for multilingual model training

200
+

AI specialists and data
scientists globally

Performance &
accuracy

Create AI models that deliver reliable, high-accuracy results, reducing errors and boosting operational efficiency across your workflows.

35 - 50
%

faster workflows through AI-powered automation

40
%

reduction in manual process errors after AI deployment

95
%+

accuracy across NLP, computer vision, and predictive analytics models

Business Impact

Our AI solutions drive measurable improvements in efficiency, accuracy, and customer engagement.

20 - 30
%

cost reduction achieved through AI automation

95
%+

accuracy in AI-driven data models across industries

45
%+

faster task completion and operational efficiency

We make intelligence
actionable!