End of Year Reflection

Over the last six months, VIA has shared 24 posts about our technology and partnerships. For our last post of 2020, we wanted to share a more personal note with our readers.

Looking back at our 2019 wrap-up blog, we had big ideas for 2020. Little did we know what that might entail.

Like every individual and company around the world, the pandemic re-routed us multiple times. However, we can’t help but be grateful for how our colleagues have responded, adapted, and accomplished in a year that was full of unforeseen speed bumps. Below are the ways our team found its way during 2020.

Transition to remote

Unbeknownst to us, Pi Day (3/14) would be the last day that we were all together in our offices.

Just as quickly as we demolished our pies, our team was up and running, fully remote. With some tweaks to home working spaces and more frequent touch points (like more one-to-one meetings and daily Scrum of Scrums), the team found its new groove. Having already worked across Montreal and Somerville for three years, the team remained productive while working from home.

Team growth and engagement

From a hiring standpoint, VIA just kept on growing! 

Our technology headquarters moved from Griffintown to Downtown Montreal. We can’t wait to be all together in the new space and host some exciting events for the local McGill and greater Montreal tech communities.

Our office move was motivated by our growth, since June we brought nine new team members on board and quickly refined the art of fully virtual recruitment and onboarding. We may not know the “in real life” height of our newest colleagues, but thanks to well-organised planning, frequent virtual check-ins, and the tremendous patience and generosity of our onboarding advisors and mentors, each one has been integrated to our team with overwhelming success. 

Always putting our people first

As a family-friendly company and one where “being each other’s biggest fan” is a core value, we doubled down on our efforts to consider the needs and wellbeing of our team. Sometimes, that meant cameos from children in meetings or adjusted schedules. For others, it was an encouraging reminder to keep going during one of our virtual workout sessions.

Above all, we maintained that there is no one way for people to respond in a year such as this. Whether team members needed to disconnect from the virtual world after work hours or join virtual “pub club”, paint night, or our first globally coordinated VIA Thanksgiving, either was equally fine.

Initiatives 2.0

With our expanding, distributed team, and a new style of working, it was important that VIA remained responsive to the rapidly changing environment. We introduced several wellness initiatives and upped our dosage of flexibility and compassion. From things like virtual yoga or frequent surveys to check-in, we always had our team’s wellbeing in mind.

As COVID-19 re-surged in the fall, we introduced the “VIA Vault” where team members earned points for things like technology fails (e.g., frozen video conference screens) or unexpected doorbells or pets joining meetings. The points will go towards a company-wide event, activity, or whatever it might be when we are all back together.

Lastly, this year was the first time in our company’s history that we did not have an in-person company offsite. That didn’t stop us, however, from having a multi-week mini-series to reflect on the year and unite and excite the team around VIA’s clean energy mission. 

We feel incredibly grateful for the resiliency and flexibility our team has shown during this challenging year. We thank them and we extend our thank you to our customers and investors for their continued support as well. We hope that no matter where you will be working from in 2021, you will have a happy, prosperous, and most of all “return to normal” 2021.

VIA Highlighted as Innovative Partner to Europe’s Largest Utility

VIA’s COO, Kate Ravanis, was featured in two recent videos published on the LinkedIn page of Enel, Europe’s largest utility. Enel created the videos to demonstrate its collaboration with leading companies and its adoption of innovative technologies that accelerate the transition to clean energy. 

“We are extremely proud to be selected as one of Enel’s most innovative partners. As a $90Bn a year utility, Enel has a high bar for reliability and a requirement for solutions that scale. We’re excited to be the partner that Enel chose to demonstrate meeting their needs,” commented Ravanis. In the first video, Ravanis talks about the unique partnership VIA has with Enel. Enel posted, “Pushing innovation to the next level: listen to our partners to discover how we are fostering disruptive solutions with our global call, “ReShape” 👉.”

In the second video, Enel commented, “Startups are leading the way towards a successful energy transition. “At VIA, our mission is to accelerate the adoption of clean energy. It’s a double honor for us to be recognized as a leader and also our progress towards achieving our mission,” said Ravanis. Watch this video to discover more about our partners’ sustainable innovations and become part of our global community of solvers.”

VIA is proud to work with energy sector leaders that are focused on the future of clean energy.

About VIA

VIA helps governments, regulators, and power companies deliver $200Bn in energy every year to more than 100 million customers. VIA’s privacy-preserving analytics software, Trusted Analytics Chain™ (TAC™) reduces the cost and improves the quality of service of electricity transmission and distribution using AI and blockchain technologies. TAC™ (11 patents pending) is the bridge that securely connects power company data, distributed across many locations, to potential AI solutions. VIA established the Global Data Asset Collaborative™ (GDAC™), built on top of TAC™, to allow multiple companies to securely pool data for more accurate analytics. Headquartered in Somerville, Massachusetts, VIA has received an InnovateMass grant from the Massachusetts Clean Energy Center and has been featured in Wired and Inc. Magazine for its leadership in technology innovation. For more information, please visit www.solvewithvia.com.

Reversing the Curse: The 80 / 20 Split In AI Projects

The USAF (a current VIA customer), as referenced in this 2020 congressional report, has prioritized funds to automate analyst workflows to, “directly tackle the challenge of analysts spending 80% of their time searching for data and 20% making sense of the data.” 

Interviews with analysts and our earliest experiences working with customers’ data has confirmed this 80/20 split. We even created a chart in our earliest VIA introductory materials:

To address this common challenge, VIA has been investing heavily in using our own AI and software development skills to reverse this ratio. We may never eliminate data gathering and cleaning tasks, but we can strive to reduce this to 20% of a project and thereby boost the productivity of data scientists. SWEET is the most recent example of how our TAC™ platform accomplishes this. 

We’re keen to hear from you about whether the 80/20 split is still the norm or if you are seeing it decrease (or *gasp* increase). Suggestions on tools or solutions that you would like to see are genuinely welcome.

VIA Sponsoring and Participating in McGill Physics Hackathon for Second Year

VIA is proud to share that for the second consecutive year, we will be sponsoring and participating in the McGill Physics Hackathon. This year’s event is entirely virtual and will take place on November 7-8. We will have various live and recorded workshops, two mini-coding challenges (with some fantastic prizes), a virtual booth to answer questions, mentors to support participants, and a judge of the final project presentations. Follow our social media accounts @solvewithvia for more details on days/times of VIA’s participation.

Meet the Team: Natalie Winger, Data Specialist

Through a Q&A-style interview, you will hear from VIA team members about things like a typical day at the office and favorite foods.


You are one of the first team members to join entirely remote during COVID-19. Can you tell us what that process was like?

It was of course a bit nerve-wracking and different than any other onboarding I’ve done before, but VIA was very organized about the entire process. My first 1-2 weeks were completely planned out with “Get to Know VIA” sessions, technical onboarding, first day lunch, and other events. I was pleasantly surprised that I never felt lost or didn’t know what I was supposed to do next or who to turn to for help. It has also been really nice to have many video calls because it has made it so much easier to get to know everyone when you can see their faces!

Have there been any funny “remote team” moments that stand out to you since joining the team?

My favorite was on my first day when Colin’s cat was climbing up the blinds behind him and playing. Colin just paused and asked “can you see my cat right now…?” and then laughed a little while proceeding to peel the cat off the curtains. It was a good moment to break from the more formal presentation and remember that everyone exists beyond the screen – and a lot of us have pets or family members or outside noises that we can’t control but are still a fun part of our lives.

What does a typical day at VIA look like for you?

So far I have had such a variety of days that it’s hard to answer this question! Before standup, I usually check my Slack and continue/follow up on any work from the previous day. Then, the rest of the day I could spend cleaning and wrangling new data, prioritizing the next steps for the future of GDAC™ data, or summarizing and verifying partner data. 

I look forward to Demo days most because we get to see in detail what everyone else has been working on and it’s always impressive to see how all the details I’ve heard about in the days and weeks before all come together. I also look forward to All Hands meetings because it’s a chance to learn more about the vision for VIA, any new initiatives, and even company-wide training. Finally, on Fridays I often attend (virtual) Pub Club which has been an especially useful resource for me. Since I did remote onboarding, it’s been nice to get to know other people who I haven’t had a chance to work with yet or learn more about the people I see every day, but don’t get a chance to chat with.

What motivates you to come to the office (or work remotely) each day?

I love seeing the rest of the GDAC™ team in stand-up every morning and starting out the day with a quick chat or some stories between us! Beyond seeing other friendly faces at VIA, just thinking about the amount of transformer data that is available to us and the possible insights we can get from it is very motivating – you never know what you’ll find! I especially like that even people who are on other epics or who have worked in the GDAC™ epic in the past are still so interested in what new updates we’re making and are very supportive and invested in helping to make our team a success.

What’s something you have worked on at VIA that you are most proud of?

I am most proud of the first time I took the lead on bringing data from raw files to ready-to-use on the GDAC™ portal. Through many iterations of cleaning and wrangling, I gained an appreciation of all the steps that go into helping the partners gain value from their data. I also had many opportunities to discuss future ideas for wrangling, predictions, and process improvements, which was motivating to see the possibilities for the future of my work and of GDAC™.

If you were given an extra hour in your day, what would you spend it doing?

Hopefully exercising – I like to bike or walk around new areas of Montreal, or swim in the outdoor pool in the summer – but I also might spend more time on making a nice dinner or reading my book.

What is your go-to food?

Cucumbers and hummus is my #1 default snack.

What’s something everyone may not, but should, know about working at VIA?

I am continuously impressed by the speed at which changes are made at VIA. Challenging and important questions (from process changes to technical issues) are constantly being asked, and I find that multiple people often immediately chip in to help solve them. VIA is definitely a place where questions are highly encouraged, and the whole company is willing to jump in to help give you the tools and support you need to put your ideas into action right away.

Transformative Experiences at GDAC™ Virtual Mini-Series Session #2

VIA had a record attendance of nearly 30 participants at the second installment of its GDAC™ Virtual Mini-Series this week. The session included customers from the US, Asia, and New Zealand and participants located in four different time zones, all eager to share their strategy and asset management experience for substation transformers.

The highlight of the event was the GDAC™ member panel led by Cristiano Marantes, Chief Executive of Ara Ake, an organization that connects technology innovation with energy industry leaders to lower emissions in New Zealand. The panel covered questions related to: 

  1. Insights about post-failure analysis of transformers
  2. Value from GDAC™ member gas benchmarks
  3. Business cases supported by the GDAC™ member portal
  4. Future equipment data to include in the GDAC™ program

Kate Ravanis, COO, remarked that “it was highly reaffirming to hear that the GDAC™ portal, launched earlier this year, was already being used to save time (one “person month” in one case) to prepare asset management plans and rate case materials.” 

This was one of many comments by participants in addition to the engineering and maintenance insights that were shared over the 90-minute session.

VIA is thrilled with the response to the mini-series and will continue hosting member (and potential member) events in the future.

To learn more about the GDAC™ program or to try out the 30-Minute Pilot, visit our website.

AFWERX Announces VIA Among Top Teams Selected to exhibit at EngageSpace (September 29-30) The Premier Event for the Space Industry

Somerville, Mass., September 14, 2020AFWERX, the catalyst for fostering innovation within the U.S. Air Force, announced VIA as one of the 178 top participating teams selected from The AFWERX Space Challenge initiative to exhibit at EngageSpace, a virtual two-day event on September 29-30.

The AFWERX Space Challenge initiative is made up of four challenges targeted at creating integrated space operations leveraging the best in technology while maintaining security, being resilient and increasing agility. Four challenges were run concurrently focused on separate topics – Persistent ISR, DoD Commercial Space Partnerships, Global Space Transport and Delivery and Space Asset Resiliency.

Located in Somerville, VIA is competing in the Persistent ISR Challenge alongside a diverse group of teams that represent entrepreneurial startups, small businesses, large enterprises, academic institutions and research labs.

“The solutions submitted for these space challenges represent the bleeding edge of space innovation,” stated Brennan Townley, AFWERX Challenge Collaboration Lead. “We’re excited to highlight these innovators and connect them with opportunities across the Space ecosystem.”

The Persistent ISR Challenge strives to bring together the existing and future technology solutions to create a comprehensive Intelligence, Surveillance and Reconnaissance (ISR) system that spans the globe.

Trusted Analytics Chain™ (TAC™) from Via Science Inc. (VIA) simplifies the fusion and tracking of data from disparate systems. TAC™ offers USAF Commanders a robust and flexible data fusion layer to feed operational dashboards, AI/ML-enabled decision support systems, or predictive analytics tools. Unlike other platforms, TAC™ brings an analyst’s query or algorithm to where data is located, runs analysis there, and only returns to the analyst authorized answers. This avoids the cost and complexity of centralizing data or creating data lakes.

The EngageSpace event will feature highly engaging opportunities to connect, educate and innovate with other like-minded attendees, industry leaders, individual innovators, academia, investors, as well as military and government leaders. The entire event is designed to transform and accelerate the industry, and enable government buyers to pursue the most promising innovative solutions to the most pressing and threatening Space scenarios.

Register for the EngageSpace event by visiting https://engage.space

“Data fusion is inherently complicated because essential data is distributed across physical or virtual storage locations; formats; degrees of quality and completeness; levels of security classification; and ownership (e.g., DOD, commercial vendor, public domain, etc.). We’re honored to be one of the few selected to present TAC™  to the Space and Missile Systems Center and Pacific Air Forces to address this need,” said Joe Babiec, VIA’s Senior Vice President, Strategic Initiatives.

About VIA

VIA helps governments, regulators, and power companies deliver $200Bn in energy every year to more than 100 million customers. VIA’s privacy-preserving analytics software, Trusted Analytics Chain™ (TAC™) reduces the cost and improves the quality of service of electricity transmission and distribution using AI and blockchain technologies. TAC™ (patents pending) is the bridge that securely connects power company data, distributed across many locations, to potential AI solutions. VIA established the Global Data Asset Collaborative™ (GDAC™), built on top of TAC™, to allow multiple companies to securely pool data for more accurate analytics. Headquartered in Somerville, Massachusetts, VIA has received an InnovateMass grant from the Massachusetts Clean Energy Center and has been featured in Wired and Inc. Magazine for its leadership in technology innovation. For more information, please visit www.solvewithvia.com.

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ABOUT AFWERX

Established in 2017, AFWERX is a product of the U.S. Air Force, directly envisioned by former Secretary of the Air Force Heather Wilson. Her vision of AFWERX — to solve some of the toughest challenges that the Air Force faces through innovation and collaboration amongst our nation’s top subject matter experts. AFWERX serves as a catalyst to unleash new approaches for the warfighter through a growing ecosystem of innovators. AFWERX and the U.S. Air Force are committed to exploring viable solutions and partnerships to further strengthen the Air Force, which could lead to additional prototyping, R&D, and follow-on production contracts.

Fast Company named AFWERX Best Workplaces for Innovators on the 2020 List, honoring the top 100 businesses and organizations that demonstrate a deep commitment to encouraging innovation at all levels. AFWERX, U.S. Air Force’s innovation arm and catalyst for fostering innovation within the Air Force, came in at #16 ranking in the top 20 alongside brands such as Microsoft, Google, and Amazon. Preview the live announcement with Stephanie Mehta, Editor-in-Chief of Fast Company, unveiled during the AFWERX Fusion 2020 Base of the Future Event & Showcase.

Media Contacts:

Tracy Skenandore / Makenzie Coombs
AFWERX@kirvindoak.com

 

Second Installment of GDAC™ Virtual Mini-Series Includes Member Panel Discussion

With the success of its first session, VIA is thrilled to host the second installment of its GDAC™ Virtual Mini-Series on September 30, 2020 at 8:30pm ET. This session will feature presentations from VIA on new GDAC™ portal functionality and a founding member panel discussion on topics like GDAC™’s daily value and solving tomorrow’s challenges with GDAC™.

VIA Invited to Speak on Woodside Capital Partners Smart Sensors Panel Session

VIA’s Colin Gounden has been invited to speak on a virtual panel on August 19th hosted by Woodside Capital Partners. The webinar titled, “Smart Sensors and their role in the Digitalization of Energy and Industry” is the first of a three-part series. The panelists will share “their perspectives and insights on the role that Smart Sensors have on the Digitalization of Energy and Industry”.

Hawaiian Electric Extends Commitment to GDAC™: Substation Transformers

VIA and Hawaiian Electric are pleased to share that Hawaiian Electric has extended its commitment to the Global Data Asset Collaborative™ (GDAC™): Substation Transformers. By extending and expanding its commitment to GDAC™, Hawaiian Electric hopes to further improve decision making and regulatory support related to its transformer fleet. In its second year, Hawaiian Electric plans to use GDAC™ to more effectively assess the current and predicted health of its transformers to better plan and prioritize proactive replacements, strengthen spares assessment and contingency planning, and identify opportunities to further enhance its substation transformer preventive maintenance.

Hawaiian Electric recognized that GDAC™, from its founding, has the potential to develop new insights and enhance its current predictive capabilities by using advanced data science and analytics to learn from Hawaiian Electric’s and partner utilities’ historical transformer condition and failure data. Since then, in 2019, Hawaiian Electric helped increase GDAC™ membership by including its Maui County and Hawaiʻi Island operating areas, to expand analysis from more than 300 substation transformers on Oʻahu to 500-plus across Maui, Lānaʻi, Molokaʻi, and Hawaiʻi Island.

“Hawaiian Electric has in the past performed various types of predictive analytics to forecast annual failures, determine adequate spares inventory, and estimate expected remaining life for our substation transformers. We joined GDAC™ to enhance our capabilities by learning from other members and learning more about the application of artificial intelligence and machine learning,” said Rick Pinkerton, Hawaiian Electric director of asset planning & strategy.

“We’re thrilled that Hawaiian Electric has extended its GDAC™ membership. At the end of last year, Hawaiian Electric was named “Utility of the Year” by Utility Dive for being a trailblazer in the industry and for its commitment to 100% clean energy by 2045 or earlier. Having the support of such an innovative and driven company can only help lead the entire utility industry to a more data-driven future,” said Kristen Merrill, VIA’s Vice President, Client Delivery.

Hawaiian Electric is supporting the recruitment of other members to join GDAC™: Substation Transformers to bolster predictive capabilities, gain more insights about their fleet, and to share practices and expertise.

About VIA

VIA helps governments, regulators, and power companies deliver $200Bn in energy every year to more than 100 million customers. VIA’s privacy-preserving analytics software, Trusted Analytics Chain™ (TAC™) reduces the cost and improves the quality of service of electricity transmission and distribution using AI and blockchain technologies. TAC™ (patents pending) is the bridge that securely connects power company data, distributed across many locations, to potential AI solutions. VIA established the Global Data Asset Collaborative™ (GDAC™), built on top of TAC™, to allow multiple companies to securely pool data for more accurate analytics. Headquartered in Somerville, Massachusetts, VIA has received an InnovateMass grant from the Massachusetts Clean Energy Center and has been featured in Wired and Inc. Magazine for its leadership in technology innovation. For more information, please visit www.solvewithvia.com.

About Hawaiian Electric

Hawaiian Electric serves 95 percent of Hawaiʻi’s 1.4 million residents on the islands of Oʻahu, Hawaiʻi Island, Maui, Lānaʻi and Molokaʻi, and has a goal of 100 percent renewables by 2045.

VIA Wins Swiss National Energy Project

VIA, a leader in providing energy analytics while maintaining data privacy and security, has been awarded funding from the Swiss Federal Office of Energy (SFOE) for a project called KnowlEDGE. The joint proposal with Lucerne University of Applied Sciences and Arts (HSLU), Romande Energie SA, and a major smart meter manufacturer, was the top ranked amongst submissions that were selected from a lengthy and highly competitive judging process.

“We are proud to have been selected as the top submission by the Swiss Federal Office of Energy. Together with HSLU and Romande Energie, we will enhance VIA’s Trusted Analytics Chain™ (TAC™) capabilities to run AI algorithms directly on smart meters, also known as edge computing,” said Jeremy Taylor, VIA’s Chief Scientific Officer.

The project will be delivered in Switzerland and led by HSLU. Ben Bowler, from HSLU, said, “this project is an exciting opportunity to bring together leading technology and advanced data science in a way that will benefit utilities and clean energy adoption both within Switzerland and globally.” 

Through the support of SFOE’s program, the collaborative will develop edge computing capabilities on smart meters. This will enable increased data privacy since data from individual meters will not be centralized.

The project will also increase temporal resolution of data, meaning more data can be analyzed more frequently. Traditional methods only allowed for 15, 30, or 60-minute intervals of smart meter data analysis due to the size of data and privacy concerns. With edge computing, this data can be analyzed every minute. This will allow real-time feedback to consumers on their energy usage and better preventative maintenance (e.g., upgrades to transformers because EVs are readily detected).

About VIA

VIA helps governments, regulators, and power companies deliver $200Bn in energy every year to more than 100 million customers. VIA’s privacy-preserving analytics software, Trusted Analytics Chain™ (TAC™) reduces the cost and improves the quality of service of electricity transmission and distribution using AI and blockchain technologies. TAC™ (patents pending) is the bridge that securely connects power company data, distributed across many locations, to potential AI solutions. VIA established the Global Data Asset Collaborative™ (GDAC™), built on top of TAC™, to allow multiple companies to securely pool data for more accurate analytics. Headquartered in Somerville, Massachusetts, VIA has received an InnovateMass grant from the Massachusetts Clean Energy Center and has been featured in Wired and Inc. Magazine for its leadership in technology innovation. For more information, please visit www.solvewithvia.com.

VIA Listed Among 32 Technology Startups Redefining Energy by StartUS Insights

VIA is proud to be recognized by StartUS Insights as one of 32 companies out of nearly 10,000 surveyed that are changing the energy landscape.

According to StartUS Insights:

“We analyzed 9.926 energy technology startups and emerging companies working on solutions for the energy sector that are highly relevant for accelerating the progress of the seventh SDG of ‘Clean & Affordable Energy For All’.”

For the full article including visuals and overviews of other companies, visit the StartUS Insights website.

 

VIA Interviewed for Carbotnic Podcast

James McWalter of Carbotnic, a podcast that covers cleantech founders and investors, interviewed VIA’s CEO, Colin Gounden for a podcast titled, “Energy and Data Silos”.

In the podcast, Colin answers questions about how VIA solves problems for utilities, data issues that hamper machine learning, VIA’s 30-Minute Pilot process, how COVID-19 has actually increased efficiencies of VIA’s teamwork, and more on company culture and recruiting.

To listen to the podcast, visit the Carbotnic website or click the play button below!

Introducing SWEET: AI for Data Wrangling

For the third installment of our blog series, Let’s TAC™ About It, we’d like to introduce you to SWEET, a built-in function on VIA’s TAC™ platform. So, are you ready to TAC™ about it?


SWEET stands for Smart Wrangling Engine for Extraction and Transformation. Check out the video (or the transcription that follows) to learn how we use AI to wrangle data!

Below is a transcription of the “Introduction to SWEET: AI for Data Wrangling” video.

Analysts need to transfer data from a spreadsheet to a database, often known as data wrangling. The analyst usually identifies a rule or multiple rules (such as: column x is data, row 5 is a header and can be discarded, and so on). The analyst then writes code to execute that rule. This works well when rules are easily identifiable. In most cases, however, this is incredibly time consuming.

Data scientists spend more time wrangling and cleaning data than on analysis and AI. The problem with that is analytics insights are of the highest value, but get the least amount of resources. The big leap in AI is being able to process information without humans writing all the rules.

As an example, computer vision is used to identify a dog. Think of all the varieties of dogs and all the possible variations in context that those dogs could be in. There isn’t an army of people large enough to write rules to identify a random dog in a random photo.

And yet, AI can.

VIA’s approach to data wrangling is to use some of the exact same AI algorithms used in image recognition. This works across a much wider variety of contexts and spreadsheet or file formats. Let’s take a look at how SWEET works.

Here’s a spreadsheet. What SWEET is going to do is use a number of different machine learning algorithms to automate the process of getting the information into a database format.

The first model uses machine vision to map out the spreadsheet. Purple represents blank space, green is headings, yellow is actual data. Once that model has run, there’s a second algorithm that takes a look at the content.

The second algorithm skips over the purple. It looks at the green (which is the headers) to know which column to write where in the database. Finally, it would take a look at the yellow area to write the data to the database.

A third machine learning algorithm determines which column is derived from other parts of the sheet. For example, a total column is just the sum of the other columns and may not be necessary to write to the database. The third model separates these derived columns from the raw data.

In this example, the ACCOUNT column turns out to be the total of the other columns added up. It could be difficult for a human to understand immediately, but one of our models does this instantly.

SWEET’s approach works irrespective of the format. The model doesn’t have to be re-trained when it comes across spreadsheets that are new or in different formats.

So, what’s new and different here? AI algorithms have been evolving quickly. Many of the models that we implemented didn’t exist just a few years ago.

The other insight is that we broke the “convert this spreadsheet into a db” problem into multiple steps and have a different AI algorithm for each step.

Combined, SWEET, a built-in function in VIA’s TAC™ ingestion engine, helps make processes that used to take analysts days to do manually and makes them instantaneous.


Update: July 31, 2020

The image below shows the steps SWEET takes to transform raw files into a standard format.

Meet the Team: Ashley DaSilva, Team Leader, Product Development

Through a Q&A-style interview, you will hear from VIA team members about things like a typical day at the office and favorite foods.


What does a typical day at VIA look like for you?

Typically I start my morning with coffee and code review. At VIA, we have a strong culture of peer review to help us learn from each other and improve our work. Reviewing my colleagues’ code is a good way to see all the amazing work my colleagues are doing, and setting aside this time makes sure I provide them timely feedback.

Once I’ve finished my coffee, I like to take a morning walk (before we moved to remote work due to COVID-19, this was the time I spent commuting to the office.) The rest of the day varies depending on the project I’m working on: it could be writing a software design proposal for a new feature, wrangling data, or automating deployments.

I spend a lot of my day working with my colleagues to solve technical challenges. Often this is pair programming, but sometimes it’s designing the solution together on a (virtual) whiteboard. I really like having the opportunity to work on such a variety of tasks.

What’s something you have worked on at VIA that you are most proud of?

I was the technical lead on VIA’s 30-Minute Pilot and am really proud of how much of a difference it has made for our partners. They were able to get valuable data analysis in less than 30 minutes, while learning about VIA’s privacy-protecting software.

What’s your favorite VIA memory?

At our last company-wide All Hands event, we did a scavenger hunt in the underground city of Montreal. It really fit VIA’s culture: we were split into teams, and each team had to collaborate to solve the puzzles and at the same time, we were competing to solve more puzzles than the other teams! I got to know a little more about Montreal, and got to collaborate with colleagues that I don’t work with day-to-day.

If you were given an extra hour in your day, what would you spend it doing?

That’s a tough one. I would probably practice painting. I love creating things, and that passion is not limited to software. I love the bright colors and rich textures of oil paints, and the challenge of exercising my creativity in a totally different way than I do at work.

What’s your go-to food?

Tacos! Since moving to Montreal, I have learned how to make corn tortillas from scratch, which is actually much easier than I thought it would be.

What’s something everyone may not, but should know about working at VIA?

VIA’s twice yearly All Hands events are held in an “unconference” style: all team members submit and vote on topics just a couple days ahead of time. Because everyone has input into the topics, and the fact that there’s not much time for session leaders to prepare a lot of talking points, the sessions focus on discussion, collaboration, and brainstorming.