OUR EXPERTISE
Our Data Engineering practice revolves around an innovation-driven framework primed for scalability that extends beyond the present needs of an enterprise. By delivering personalized solutions, we ensure that all our clients make the best use of their enterprise data with a focus on cost-efficiency and seamless implementation.
Cloud Engineering
The cloud plays a pivotal role in empowering data-driven innovations. At Thinkalliance, we possess extensive knowledge of the cloud, enabling us to collaborate with global enterprises and build robust analytics platforms that leverage the full potential of cloud computing. Our range of services includes data warehousing, custom product deployment, end-to-end data pipeline creation, resource provisioning, security management, and more. With our proprietary cloud cost monitoring tools and frameworks, we also ensure our clients can design cost-effective cloud solutions that fit their budgets perfectly.
Data & Enterprise BI Migration
Strategic application of data offers a competitive advantage to modern-day enterprises. Our wealth of experience with various data and reporting platforms perfectly positions us to help clients migrate from legacy tools to scalable business intelligence platforms. We also assist our clients in establishing a Center of Excellence (COE) for their reporting endeavors. Using our proprietary frameworks and accelerators, we ensure that businesses derive optimal value while delivering a swift onboarding experience.
MLOps
MLOps is redefining model deployment and management. By placing MLOps at the core of every analytics project, we follow a foundational approach to construct and expand machine learning models. Our expertise extends across various managed and open-source tools, such as GCP Vertex AI, AWS Sagemaker, Databricks, Azure ML Studio, and more. We have also set up an internal MLOps COE to ensure that each machine learning project is developed with scalability in mind and to optimize other crucial aspects like project initialization, deployment to model governance and monitoring, drift detection, and more.
Data as a Service
When data becomes universally accessible within an organization, guided by well-defined parameters, decision-making becomes rapid and effective. Thinkalliance believes in this principle and strives to empower global enterprises with data-driven decisions. Our expertise includes creating tailored data products designed for distinct use cases. We also take special care in infusing our technical prowess throughout the entire product lifecycle, from conceptualization and development to rigorous testing and seamless deployment. This commitment ensures that data becomes a valuable asset, contributing to the organization's success.
Data Operations & Governance
For companies embarking on a digital transformation journey, it is important to manage and govern their data. Our strength lies in creating efficient data pipelines with an emphasis on data operationalization through the application of Data Governance principles, layers of Data Observability, and a comprehensive solution scale to maintain the highest data quality and integrity. We have also developed a proprietary Data Quality accelerator that is readily deployable and designed with a smart rule detection engine for addressing the requirements of both business and technical aspects, enhancing the reliability and trustworthiness of data operations.
Master data Management
Data is the lifeblood of modern-day businesses, and ensuring its consistency and reliability is paramount. At Thinkalliance, we specialize in establishing and scaling up pre-existing master data management (MDM) solutions. We have a proven track record showcasing the effective deployment of MDM solutions in different customer domains while prioritizing crucial aspects such as Data Governance, Data Modeling, Data Quality Management, Identity Resolution, and much more.
Data Platform Implementation
Data platforms are crucial for global enterprises to unleash the power of data. We are experts in crafting and optimizing data platforms tailored to accommodate diverse data volume levels. Using our innovative tools, methodologies, and accelerators, we build data platforms with a product-oriented perspective for ensuring scalability to meet evolving requirements. We have successfully implemented several cutting-edge solutions like Data Mesh, Data Fabric, C360, CDMs, and more, all of which have empowered our clients to excel in their data-centric initiatives.
Empower Your Business Journey with Generative AI
OUR EXPERTISE
Our innovative approach to leveraging the boundless potential of Generative AI revolves around our in-house GenAI accelerators and capabilities. By fine-tuning our conversational AI accelerator, we help global enterprises create custom Large Language Models (LLM) for their specific business requirements. We have also integrated GenAI technology with our proprietary AI/ML master engine, NucliOS, which features reusable modules, helping our clients rapidly scale up their data-driven initiatives.
Business Solutions & Insights
Modern-day enterprises constantly pursue smart solutions and faster insights to optimize processes, drive innovations, and maintain a competitive edge. We also have a dedicated team of Consumption analysts who excel in creating human-centric designs for our GenAI solutions so that the extracted insights are streamlined and enhance decision-making at all organizational levels.
Strategy – GenAI Roadmap
Tapping into the power of GenAI and effectively utilizing custom LLMs or solutions for unlocking business success is a complex endeavor. We use our proprietary frameworks and GenAI grid, developed by our in-house experts, to assist our clients in defining their GenAI roadmap. This involves a detailed analysis of their unique business needs and specific pain points to tailor a strategic plan that ensures maximum benefits.
Tools – Business Agent Programs & Prompt Engineering
Global enterprises require a set of tools that can control the flow of data to utilize LLMs in applications or workflows effectively. But as GenAI technology advances, this toolkit evolves along with it. At Thinkalliance, we equip our clients with the right tools for specific business use cases. Our specialization in LLM tools includes LLM orchestrators or agents, vector databases, advanced prompt engineering, guardrails, and more.
Foundation – LLM & Data
As business requirements start becoming extremely intricate, LLMs that are simply trained on internet data might not produce optimal results when applied to various enterprise use cases. Thinkalliance helps clients overcome this obstacle by designing custom LLMs enriched with relevant business context and domain knowledge. In this custom LLM journey, we ensure our clients gain total control over the LLM’s input, output, and training data by generating custom fine-tuned datasets, optimizing open-source and closed-source models, and deploying refined models in our clients’ cloud environments. We also diligently monitor these processes and provide timely model upgrades.
Decision Culture Transformation
Self-sufficiency and consumption are essential facets of analytics tools and solutions. Thinkalliance consumption philosophy revolves around fostering an organic cultural transformation, enabling seamless consumption of data and analytics insights. Our programs involve awareness development, evangelization planning, internal marketing campaigns, and more, to build and scale consumption momentum. Notably, we have also achieved an NPS score of over 9.5—a testament to our success in driving on-ground adoption.
Enterprise Data Management
Assess, strategize, and optimize the Enterprise Data landscape. Our holistic approach includes assessing data democratization, user persona analysis, data management costs, automation, and more. In addition, we integrate potential business priorities to optimize data management to drive easier and faster democratization.
Data Diagnostics
Identifying and troubleshooting potential problems and data quality errors are critical steps in training a Machine Learning model. At Thinkalliance, we follow a highly detailed process that includes exploring and automating data quality assessment and rectification protocols. We have also developed accelerators that address around 70% of data issues while providing the flexibility to add or modify custom data quality checks. With our data diagnostic protocols, we have achieved an estimated 80% reduction in time, ensuring accurate and efficient data assessment.
Systems and Network Modeling
Standard econometric solutions and their associated assumptions often fall short while dealing with pressing business problems with complex interactions. To overcome challenges of this nature, we developed detailed non-parametric systems and network modeling to capture the relationship and impact of business drivers. We also design and leverage non-traditional database structures to build nuanced systems that reflect real-world business processes. This framework enables clients to simulate, analyze, and optimize business KPIs for maximum impact and ROI.
Statistical Modeling
Statistical modeling is the key that unlocks meaningful insights and patterns from large datasets. At Thinkalliance, we develop statistical and econometric models that serve as the benchmark for all business solutions. Additionally, we also complement these models with comprehensive documentation for ensuring regulatory compliance and submissions.
Enable Self-Sufficiency for Your Business with Data & Analytics Strategy
OUR EXPERTISE
By embedding a strong consumption philosophy into our holistic development cycle, we empower our clients with rapid, high-quality solutions tailored to their industry needs. Unlock new growth avenues and acquire a competitive advantage by partnering with us while owning and activating your intelligence at zero cost of ownership.
AI/ML Blueprint
Modern-day business challenges demand tailored solutions. Our custom AI/ML solutions enriched with specific enterprise and domain nuances are meticulously designed to address these pressing needs. Through the strategic utilization of our in-house accelerators built on open-source technologies, we have achieved a 40% efficiency gain in solution development. This operational leap translates into tangible benefits for our clients, empowering them to scale their businesses effectively.
Data & Technology Maturity Assessment
Effective digital transformation hinges on a well-defined roadmap. At Thinkalliance, we take an integrated approach that combines business priorities, execution feasibilities, and comprehensive competitor analysis. This approach enables us to evaluate the current state of an organization, identify vital gaps, and create a data and technology roadmap that unlocks maximum business value. Our execution-oriented process results in roadmap strategies that are easier to adapt and twice as effective as standard assessments.
Strategy & Roadmap Design
Attaining and reinforcing a competitive advantage with a solid strategy and long-term vision is crucial for ensuring success in today’s dynamic ecosystem. By partnering with us, clients can access key insights on market and technology trends, enabling them to future-proof their business. Our team of subject matter experts (SMEs) closely collaborates with clients, devising and tweaking organizational aspects while breaking down the overall process into a phase-wise milestone plan to drive actionability.
Opportunity Prioritization & Execution Planning
Opportunity prioritization and execution planning are fundamental to an effective organizational strategy. At Thinkalliance, our experts specialize in building a use case-level business plan to assess the business potential, time to value, and feasibility. Moreover, our custom solution blueprints and agile project plans ensure data and technology are aligned before execution. With our advanced planning methodologies, we have reduced reworks and adhered to committed timelines in more than 80% of the projects we have undertaken.
Decision Culture Transformation
Self-sufficiency and consumption are essential facets of analytics tools and solutions. MathCo’s consumption philosophy revolves around fostering an organic cultural transformation, enabling seamless consumption of data and analytics insights. Our programs involve awareness development, evangelization planning, internal marketing campaigns, and more, to build and scale consumption momentum. Notably, we have also achieved an NPS score of over 9.5—a testament to our success in driving on-ground adoption.
Enterprise Data Management
Assess, strategize, and optimize the Enterprise Data landscape. Our holistic approach includes assessing data democratization, user persona analysis, data management costs, automation, and more. In addition, we integrate potential business priorities to optimize data management to drive easier and faster democratization.
Data Diagnostics
Identifying and troubleshooting potential problems and data quality errors are critical steps in training a Machine Learning model. At Thinkalliance, we follow a highly detailed process that includes exploring and automating data quality assessment and rectification protocols. We have also developed accelerators that address around 70% of data issues while providing the flexibility to add or modify custom data quality checks. With our data diagnostic protocols, we have achieved an estimated 80% reduction in time, ensuring accurate and efficient data assessment.
Leverage Data Science and Advanced AI Solutions to Future-Proof Your Business
OUR EXPERTISE
Data science and AI can radically transform organizations. At Matrice6, we thrive on developing custom, advanced AI/ML solutions infused with critical domain nuances, helping global businesses optimize and scale their processes. With our profound industry expertise and data science acumen, we aim to guide our clients in modernizing their analytics landscape and achieving self-sufficiency by owning and activating their intelligence and analytical assets.
AI/ML Analytics
In today’s business landscape, companies equipped with analytics and AI/ML solutions gain a significant edge over others. By combining our knowledge with business nuances, we specialize in creating custom AI/ML solutions that are self-evolving and dynamic. These solutions are charged with superior intelligence, enabling them to swiftly adapt to market fluctuations while generating meaningful insights that drive accelerated growth and greater revenue margins for our clients.
Predictive Modeling
Analyzing historical and current datasets and extracting vital insights from them can be a true game-changer for global businesses. At Thinkalliance, we excel in empowering our clients to kickstart their business transformation journey with advanced and granular predictive engines. By comprehensively evaluating multiple scenarios and providing directional guidance on key business metrics, we help organizations tackle modern-day business challenges.
Optimization Systems
Enterprises increase their operational efficiency by analyzing vast historical scenarios to eliminate suboptimal scenarios and recommend intelligent, optimal process design scenarios. Our multi-parameter constraint optimization solutions help our clients integrate complex, overlapping scenarios to choose the optimal set of options efficiently. In addition, the framework also prescribes a prioritized list of options based on mathematical and business significance to ensure transparency and explainability.
Simulation - Digital Twins
Digital twin solutions play a crucial role in helping global enterprises achieve optimal levels of agility and resiliency. At Thinkalliance, we build best-in-class digital twin solutions to design, analyze, and optimize parameters virtually. Our system simulation is meticulously crafted to enable end-to-end process tracking, issues identification, and impact of resolutions.
Systems and Network Modeling
Standard econometric solutions and their associated assumptions often fall short while dealing with pressing business problems with complex interactions. To overcome challenges of this nature, we developed detailed non-parametric systems and network modeling to capture the relationship and impact of business drivers. We also design and leverage non-traditional database structures to build nuanced systems that reflect real-world business processes. This framework enables clients to simulate, analyze, and optimize business KPIs for maximum impact and ROI.
Statistical Modeling
Statistical modeling is the key that unlocks meaningful insights and patterns from large datasets. At Thinkalliance, we develop statistical and econometric models that serve as the benchmark for all business solutions. Additionally, we also complement these models with comprehensive documentation for ensuring regulatory compliance and submissions.