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Data & Knowledge Consulting
Make the most of what you already know
Your experts, in control
The people who know your work best keep the final say. The technology does the heavy lifting underneath — it never takes the
decisions out of their hands.
Applications built around you
Tools and cloud-based applications shaped to how your organization actually works — not the other way around — that your team
can keep running long after we’ve gone.
Filling the Gaps
What We Do
We specialize in building the parts that are missing from centralized IT –thereby enabling people to be more efficient, to exercise greater control over their tasks, and to be more fulfilled in their work.
Dodge repetitive ordeals
We help you automate everyday tasks
Custom-made apps
We create user interfaces that we design with you.
Increased Productivity and Efficiency
We help bridge the gap between IT and end users
User Involvement
We use technology to empower users
Technology should help people achieve their goals, not to inadvertently constrain their abilities.
Unleashed creativity boosts productivity.
AI is helpful, but it requires more precision.
Our Data Processing Services
Get the Data To Work for you
Extract-Transform-Load
We specialize in extracting data from a variety of formats, including Spreadsheets, Databases, JSON, XML, SGML, HTML, Word. We use existing software libraries. When necessary, we create new parsers to address specific data structures. We design the extraction models by discussing with our customers.
Modeling
We do not believe in the one-size-fits-all. For many years, organizations have squandered time and resources when designing database models, document structures, and ontologies. Meanwhile, connectivity becomes more important as the number of these tasks expands. We emphasize flexible data models that don’t become obsolete.
Conversion
Sometimes it is necessary to harmonize the data sets around a common model, and to convert data sources from one format to another. We specialize in long-term conversion techniques, that allow a continuous flow of data to keep arriving, and that provide dynamic transformation processes according to your evolving requirements.
Refactoring
Data sources, once integrated, often need to be tweaked to adapt to changing conditions and new requirements. We consider that data can always be transformed to smoothly fit into ever-changing environments. We propose refactoring techniques that preserve the ability to use data over the long term, alleviating the need to completely renew the information system.
Curation
Data is mostly acquired by automated algorithms powered by Artificial Intelligence techniques. These processes can be enhanced by machine-learning algorithms that over time provide more accurate results. Even then, the overall quality may prove insufficient for zero-fault-tolerant environments. We provide curation techniques that offer a way to manually enhance the result of the automated processes to let humans have the final word.
Beyond AI
Data obtained through AI processes is often good enough. But there are cases where you need 100% accuracy. Machine-learning algorithms may help you get where you need to be, but there are cases where manual intervention is required. We help you find the appropriate balance between automated processes and manual data refinement. We are using tools that we build to help you achieve this goal.
Meet Our Experts
The Team
Michel Biezunski
Founder. Programming, Consulting
Matt Nishi-Broach
Chief Technology Officer
Derek Leebaert
Consulting, Advisor
Kari Mruz
Chief Operations Officer
Jerry Weinstein
Consulting, Advisor
Adam Bard
Consulting, Advisor
John Park
Advisor