Tastewise: Finding the perfect recipe for faster, more efficient food-data search
Tastewise offers faster insights while cutting cloud costs, with complementary consultancy from DoiT and BigData Boutique.
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Into The Source is a digital agency that helps companies, brands, and organizations grow by delivering full-service software solutions. It leverages its creativity, data, knowledge, and expertise to create bespoke and user-centric approaches to meet the complex requirements of each of its clients.
Into The Source prides itself on building data-driven digital solutions, believing that delivering powerful digital experiences leads to customer loyalty. Therefore, it ensures that every online interaction it develops is compelling and drives conversions. Its client base ranges from sports clubs and hardware stores to construction and retail organizations. Into the Source provides various custom solutions for business analysis, UX/UI design, SEO, software development, and integration.
Into The Source is a full-service agency that values proactive and results-oriented methods that deliver long-term and lasting business objectives.
Into The Source was tasked with building and implementing a highly complex data lake project for its long-term client, Vadain, the international market leader in custom-made curtains.
However, Into The Source faced the challenge of supporting its customer, Vadain, in managing more significant, complex projects. Vadain required a highly versatile and robust IT platform capable of handling extensive customization and near real-time order tracking across their entire process. Their operations involved a labour-intensive manufacturing process with multiple teams, disciplines, and data formats, making digitization and streamlining difficult.
To meet these demands, Into The Source needed to develop a bespoke cloud-based platform from scratch, capable of managing vast amounts of data, processing over thousands of orders per week, and providing accurate tracking and forecasting to enhance decision-making.
Over the years, Into The Source has been actively leveraging the team of expert CREs (Cloud Reliability Engineers) at DoiT for technical support and optimization across multiple projects, the largest and most notable being the Vadain data lake project.
In addition, DoiT also supported Into The Source with its on-premise systems’ AWS infrastructure compatibility and laid the foundations for further compliance frameworks.
“We have bi-weekly meetings with DoiT and AWS in which we discuss our requirements and wishes – DoiT then provides us with proactive solutions, allowing us to offer rapid turnaround times for our clients.” – Tim Vogt, Into The Source Lead Developer.
Data lake planning and migration with the expertise from DoiT
Into The Source relies on DoiT and its expert cloud knowledge for specialized advice and support during production. As a technical partner, DoiT has helped educate and upskill the team, empowering them to implement solutions independently. This proactive collaboration was especially valuable during the Vadain data lake project.
To build a scalable and robust AWS platform that met the project requirements, DoiT began with an initial assessment and planning phase. This phase involved understanding the platform’s needs and aligning the data lake’s goals with all stakeholders. In collaboration with DoiT, Into The Source started outlining the AWS infrastructure while leveraging DoiT to develop an architectural diagram for the data lake. This crucial phase helped identify key components such as data ingestion, storage, processing, and analytics while highlighting risk mitigation strategies. Before proceeding, the team clearly understood scalability, flexibility, compliance, and security needs.
Next, the DoiT team focussed on the migration phases. Utilizing AWS Database Migration Service (DMS), the DoiT team assisted Into The Source with migrating a large amount of data from the data warehouse to ensure on-premise compatibility. The team meticulously planned each phase over several months, with clearly defined milestones throughout the successful migration of the databases. The DoiT team supported Into The Source, ensuring they were working according to AWS best practices while considering future compliance frameworks and audits.
DoiT helped Into The Source navigate multiple challenges and hurdles, including processing and importing data ingestion pipelines from various sources to make them accessible and usable. Additionally, the DoiT CREs supported Into The Source with data security and compliance, handling multiple schema changes throughout the migration process and maintaining the data lake’s performance and scalability.
DoiT helped Into The Source in navigating multiple challenges and hurdles during the Vadian project. This included processing and importing data ingestion pipelines from various sources to make them accessible and usable.
Immersion sessions and upskilling with experts at DoiT
The Cloud Engineers at DoiT conducted a series of “Workshops” and took time to help bridge specific knowledge gaps within the team. This has been crucial in equipping Into The Source’s development team with the necessary tools to provide ongoing fixes and proactively make AWS optimizations.
“Working with DoiT has empowered our internal teams and given us the long-term tools to achieve our client’s goals and objectives for similar projects in the future” – Tim Vogt, Lead Developer at Into The Source.
Using DoiT Technology for cloud optimizations, usage analytics, and insights
Whilst the data lake project is notable for its scale, DoiT has continuously supported Into The Source, specifically with live dashboards showing usage analytics, insights, and ongoing cloud optimizations.
As an automated solution, DoiT console has given Into the Source access to easy-to-implement recommendations, enabling the team to optimize its rates, eliminate waste and redundancy, and to match the requested resources to the actual usage.
“With DoiT technology, we’re able to get much better insights into costs and optimizations, not only for us as individual developers, but as a business – understanding areas we’re potentially overspending or are inefficient” – Tim Vogt, Lead Developer at Into The Source.
The support from DoiT has empowered Into The Source’s developers, enhancing their AWS knowledge and ability to manage and maintain complex data lake processes. The rapid and expert assistance provided by DoiT has been crucial in fixing breaks and upskilling the team. On average, Into The Source has estimated time savings of 75 minutes per support ticket, resulting in a total time saving of 51 hours so far this year. This efficiency gain has allowed Into The Source’s team to focus more on strategic tasks, enhancing their productivity and overall operational efficiency.
“We’ve really benefited from the collaboration with DoiT – it gave us vision, best practice guidelines, tangible milestones and has empowered us to take on similar future projects” – Tim Vogt, Lead Developer at Into The Source.
Since embedding DoiT console, Into The Source has achieved a 27% reduction in cloud spending. Although cost savings weren’t the initial focus, the platform has played a crucial role in optimizing expenses. The savings generated have been strategically reinvested into new projects and innovations, enabling the company to leverage these optimizations for further growth and development.
The data lake project is ongoing, and following this, DoiT will support Into The Source on its journey to secure ISO accreditation. This will involve considerable support with security posture and compliance, working through compliance best practices on AWS, and a roadmap prioritization session to determine the best strategy to achieve their ISO objectives.
Tastewise offers faster insights while cutting cloud costs, with complementary consultancy from DoiT and BigData Boutique.
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From cost optimization to cloud migration, machine learning and CloudOps, we’re here to make the public cloud easy.
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