Data Engineering
You have data. We help you get more value, insights, and actionability from it.
We are obsessed with building only exactly what you need, as quickly and cost-effectively as possible.
We offer a wide range of data engineering services to help our clients, specializing in customized solutions for their unique opportunities. We are not a SaaS company, so we have no off-the-shelf software to sell you. We also describe ourselves as “enterprise software skeptics.” We think companies too often subscribe to expensive, long-term software contracts that are not well-suited to their unique situation.
We find creative, custom solutions to help your business grow in the most expedient way possible.
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We build end-to-end AI systems using your data to help grow your business in new, more efficient ways. Whether you need a recommendation engine, a forecasting model, or something else, we design, develop, train, and tune custom AI solutions that enable your business to stay competitive in a rapidly evolving tech landscape.
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Too often, organizations grow in ways that lead to crucial data living in separate, non-communicating systems. We specialize in building pipelines and integrations to consolidate data from diverse sources. This helps simplify processes, uncover new business opportunities, and surface valuable insights through advanced analytics and AI.
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Our engineers can help you leverage Machine Learning to uncover deeper insights and new automation opportunities. We handle data prep, model selection, feature engineering, parameter tuning, and product deployment. Most importantly, we can train and upskill your team to take over ongoing model monitoring and maintenance, freeing you from long-term contracts or outsourced dependencies.
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Large language models like GPT-4 have opened new possibilities for natural language generation and comprehension. They have also increased the chances of implementing something new and flashy that you might not actually need. Whether you're just considering the idea of implementing LLMs in your business, need to evaluate or accelerate your LLM development process, or want to fine-tune and enhance the output and performance of your existing LLM, we can help. We stay focused on implementing practical solutions that will have the highest impact on your bottom line.
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We use our NLP expertise to help businesses extract vital information and insights from large amounts of natural language data. We build custom solutions and third-party integrations for text classification, text and sentiment analysis, entity recognition, summarization, translation, and more, helping businesses optimize their operations, increase efficiency, discover new strategies, and make more informed decisions.
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More than simply reducing costs or increasing efficiencies, process automation is about enabling data-driven decision making and driving the growth of your business. Whether you already have a specific automation opportunity in mind, or want a holistic operational assessment to identify processes for automation, we work collaboratively with you to prioritize the opportunities that will have the highest impact on your business. We develop systems to automate workflows that reduce costs and errors, improve efficiency and customer experience, and give your team the bandwidth to work on higher impact problems.
Some of our thoughts on Data Engineering
How We Work
No matter what your current data maturity level is, we can design a comprehensive data management strategy that will help you sustain your competitive advantage. With our tailored, technology-agnostic approach, we will partner with your team to design a framework that suits your needs, your timeline, and your budget.
Discovery
Understanding your business is the most important first step. We listen and ask questions, getting to know your current processes and team's pain points. We collaborate with your stakeholders to tailor a custom strategy that will successfully meet your data management needs.
Design Prototyping
After deep research and discovery, we collaborate with you to develop a customized data management strategy. We generate ideas for ways to solve your problems, then analyze them to determine their impact, utility, and cost. We have your stakeholders review our designs, using their feedback to refine the solutions.
Implementation & Optimization
We turn the feedback from the Design Phase into a functional solution and soft-launch it to your end users. We iteratively improve and refine the solution based on feedback and usability testing until everyone feels satisfied that the solution meets or exceeds expectations.
Training & Development
We then provide hands-on education & training to your team, ensuring not just a successful hand-off, but setting you up for sustained success and self-sufficiency, after demonstrating the solution’s feasibility and economic value. We help your team improve their technical abilities and their excitement for good data management.