Embrace the future of
digital transformation
with Indium

an AI-driven digital engineering company that’s not just building the future, but accelerating it.

The awe-inspiring pace of change in today’s digital world is forcing companies to innovate and reshape their enterprise operating models. Indium is your partner in navigating this fast-evolving landscape of Engineering & AI. With engineering & AI at our core , we’ve been at the heart of innovation for more than 25 years.

From foundational data analytics to the deployment of Generative AI , we’ve covered the entire spectrum of data and AI. We have multiple IPs, such as teX.ai, ibriX, uphoriX, iDAF, BPM-Nitro , and we continue to innovate and deliver state-of-the-art solutions. Our tech geniuses work around the clock to build plug-and-play solutions that guarantee 100% customer satisfaction. With 3400+ associates across five countries , we’ve been servicing some of the biggest names across industries.

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Everest Group PEAK Matrix® for Data & Analytics and Quality Engineering Services 2023.
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We’re on the Inc. 5000 list of America’s Fastest-Growing Private Companies.
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We are an EQT-backed firm . We partner with Fortune 500s, Global 2000s, and born-digital companies across industries like BFSI, Healthcare, Manufacturing, Retail, Digital Native, and Technology companies in North America, India, and APAC.

Our Approach to Gen AI

From foundational data analytics to the deployment of Gen AI, Indium offers a comprehensive approach tailored to your needs.

When it comes to Gen AI solutions, we take a two-pronged approach:

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Data Readiness Assessment:

Assess the organization’s current data readiness for Gen AI implementation. If they’re not ready, we strategize and leverage our data expertise to get them Gen AI-ready. This proactive approach mitigates risks and ensures seamless integration of advanced AI solutions.
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Gen AI Implementation:

If they are ready, we chalk out a roadmap for Gen AI implementation and ensure our customers get above and beyond their expected ROI.

By leveraging our full spectrum of Gen AI services, we empower enterprises to embrace cutting-edge technologies confidently. This strategy has proven successful, earning us multiple Gen AI deals

Is your
data Gen AI-ready

How we help enterprises become Gen AI ready?

Building a robust data foundation is essential to unlock the full potential of Generative AI. Here’s what we can help you with:

Data Strategy

  • Conduct a Data Maturity Assessment.
  • Build the necessary infrastructure.
  • Upskill your team.
  • Launch pilot projects.

Data Infrastructure and Architecture

  • Design and implement robust data infrastructures.

Data Governance and Compliance

  • Manage and optimize data quality.
  • Implement Master Data Management (MDM).
  • Ensure data security and compliance.
  • Establish Data Governance Frameworks.
  • Manage Data Catalog and Metadata.

Data Integration

  • Create a unified view of data residing in different systems, applications, cloud platforms, and more.
  • Develop, manage, prepare, transform, and deliver data flows to enable analytics at scale.
  • Real-time, continuously updated, and AI-ready data.

Data Quality, Lineage, Metabolism, and Management

  • Utilize state-of-the-art Data Labeling Solutions (images, video, text, tabular data, audio annotations).
  • Ensure impeccable data quality.
  • Meet data governance goals.
  • Serve relevant data at the right time and speed.
  • Lower regulatory compliance costs.

Ethical and Responsible AI

  • Commit to data security, privacy, governance, and transparency.
  • Leverage Gen AI’s rich data heritage.

If your data is Gen AI ready, here’s how we get you jumpstarted!

Here’s how we take your AI journey to the next level…

Innovation Phase

  • Co-create roadmaps.
  • Initiate Proof of Concepts (PoCs).
  • Discuss use cases and recommend suitable models/platforms.
  • Define expected ROI and implementation timelines.

Acceleration Phase

Scaling through Acceleration Pods

  • Implement AI solutions in targeted business units.
  • Scale across the enterprise.

Factory-based Approach

  • Develop scalable frameworks using design and architectural patterns.

Indium’s Expertise

  • Ensure scalable, reliable deployment.
  • Align with domain-specific use cases (e.g., Extractive summarization, healthcare, and finance document extraction).

Full Stack Integration

  • Manage end-to-end integration (frontend applications, backend systems, middleware).
  • Ensure seamless deployment with DevOps methodologies.

Expertise Pods

  • Collaborate with multidisciplinary teams (data engineers, AI specialists, application developers, cloud architects, and quality assurance experts).

8 Reasons to Partner with Us

We start with the basics - Validating Your GenAI Readiness

Indium helps in assessing and enhancing your data infrastructure to ensure it meets the rigorous standards for modern AI applications, ensuring robust data governance and seamless integration powered by Indium’s home-grown accelerators such as ibriX, Snowsense, iDAF, teX.ai and our partner solution Uber Annotation.

You can hit the ground running, with our robust and holistic GenAI Platform

Indium’s homegrown nGen.AI platform accelerates the adoption and implementation
of Generative AI solutions, ensuring your enterprise is GenAI-ready with a strong data foundation.

Expertise in enhancing LLM performance

Our elite team excels in fine-tuning general-purpose LLMs using methods like LoRA and QLoRa, making them perform exceptionally on tasks such as unstructured document extraction, named entity recognition, and Agentic automation.

Built for scale - Advanced Deployment Capabilities

We specialize in deploying scalable, production-grade AI applications using cloud GPUs and tools like Bento ML, employing cutting-edge techniques such as KV caching, speculative decoding, and product and weight quantization to minimize latency.

Custom Solutions with Open-Source and LLMs

Indium builds custom solutions using fine-tuned open-source LLMs (e.g., Llama, Falcon, Vicuna), providing more control over inference costs, which can be minimized through advanced methods like Flash Attention.

Walking the talk - Proven Industry Expertise

With experience across diverse industries like Healthcare and BFSI, we have developed RAG chatbots and Automation Agents, and created enhanced solutions for document extraction using traditional NLP and computer vision methods, leveraging teX.ai.

End-to-End AI Solutions

We deliver comprehensive solutions encompassing data quality checks, LLM evaluations, guardrails, test cases, and consulting services on LLM readiness and use case discovery, ensuring enterprises make the most of the LLM revolution. Our partnership with Uber for data annotation further enhances our value proposition.

Where it all comes together - GenAI Governance

Responsible and Explainable AI is non-negotiable. We adopt guidelines for bias mitigation and inclusivity, ensuring AI systems are interpretable and compliant with regulatory standards.
Compliance & Audit

  • Regular audits & assessments to evaluate ethical compliance
  • Document & report on bias assessments, mitigation, & compliance

Data Privacy & Security Layer

  •  Ensure the privacy & confidentiality of sensitive data used in bias detection & mitigation efforts
  • Implement access controls and encryption mechanisms to protect sensitive model governance data & audit logs

Indium and Uber:
Precision in Data Annotation for AI Excellence

Indium and Uber have partnered to create something amazing at the forefront of data annotation. We ensure high-quality, accurately labeled datasets, enabling your AI to learn and perform at its best by combining cutting-edge technology with strategic deployment expertise; this partnership accelerates the adoption of Generative AI, which provides industries with accurate and reliable data.

Unmatched Platform Capabilities

uLabel

Built by Uber, this platform redefines workflow management with features that enhance quality and efficiency. Its configurable UI adapts to any taxonomy and customer requirement, ensuring a seamless and high-quality annotation process.

uTask

At the core of our solutions, uTask integrates various components to deliver scalable, fully custom, configurable work orchestration. It includes automated support for various workflows, real-time analytics dashboards, and intelligent matchmaking of tasks to skilled workers.

All Supported Annotations

Gen AI

Side-by-side comparison with edits, reinforcement learning with human feedback, open-ended descriptions for images/video/anime, prompt <> response creation, synthetic data generation, preference data collection

Text

Multi-hierarchical text categorization, Q&A, intent tagging, content quality, and attribute extraction.

Video

Event/activity recognition, object detection, bounding boxes, keypoints, and segmentation

Image

Categorization, Q&A, object classification, and semantic segmentation.

Search

Quality evaluation, relevance ranking, and query pair evaluation.

Maps

Aerial and satellite imagery labeling, including polylines and polygons.

AR/VR

Human keypoints, object tracking, and audio transcription.

Autonomous Vehicles

Sensor fusion, metadata labeling, and various segmentation types.

NLP

Audio transcription, sentiment analysis, and intent tagging.

Catalog / Content

Attribute enrichment, product matching, and content quality evaluation.

Benefits of using Uber Annotation

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100+ languages:

Including languages in Asia, Europe, LatAm, the Middle East, and more.
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Industry Expertise:

We offer tailored solutions for BFSI, retail, healthcare, and autonomous vehicles, ensuring optimal performance and compliance.
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Strategic Deployment:

We provide customized project management and scalable solutions to meet your evolving business needs.
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Scalable Technology:

Our custom platforms streamline workflow management and offer real-time quality control.
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Global Talent Pool:

Our custom platforms Access skilled gig workers worldwide, delivering high-quality results at scale.

Industry agnostic Generative AI solutions.

We are industry agnostic. Thanks to Uber Annotation, we ensure that the training data required for LLM fine-tuning is exceptionally accurate. Our goal is to help enterprises adopt and implement Generative AI. We provide tailored solutions for critical business functions, including sales, marketing, customer service, finance, and talent acquisition. These solutions accelerate innovation, enhance productivity, and lower costs.

  • Intelligent Query Bot for Ultra HNIs
  • Healthcare Summarization and Extraction
  • Finance Document Automation
  • Real Estate Unstructured Text Analytics
  • IT Ticket Classification for Microchip Manufacturers
  • Digital Middle Office Data Extraction
  • Personalized Shopping Experiences
  • Automated Test Case Generation
  • Predictive Maintenance in Manufacturing
  • Retail Customer Sentiment Analysis
  • Fraud Detection in Banking
  • Personalized Learning in Education
  • Supply Chain Optimization

Meet our Team

Ashish KumarChief Data Scientist

Srinath Venkatesh NadkarniSVP – Data & Analytics

Anusha YomaheshVP - MARKETING

Tilak DharmarajVice President - Sales

If what you’ve read is music to your ears, we’d love to hear from you!

Visit our website or reach out to our team to discover how Indium can help drive your data and AI initiatives forward.