by Linda Rawson | Jun 11, 2025 | Business
DynaGrace Enterprises is proud to be recognized on the 2025 Women Tech Council Shatter List, an honor that underscores its dedication to fostering diversity and inclusion in technology. This annual list highlights companies that actively foster opportunities for women in STEM, promoting leadership representation, mentorship, and equitable career growth.
Empowering Women in AI and Emerging Technologies
At DynaGrace Enterprises, we believe innovation flourishes when diverse perspectives are embraced. Led by Founder & CEO Linda Rawson and Vice President Jennifer Remund, DynaGrace combines AI-driven data science, autonomous sensor networks, and trusted AI systems with a culture of collaboration, empowerment, and strategic leadership.
Our team excels in data-driven intelligence, predictive analytics, and AI-enhanced decision-making, bridging both government and commercial applications while ensuring women have leading roles in these transformative fields.
What the Shatter List Means for DynaGrace
Making the Shatter List reinforces our commitment to:
✅ Hiring, mentoring, and elevating women in AI and data science
✅ Creating a workplace that champions innovation, inclusion, and leadership growth
✅ Expanding opportunities for women in government contracting and defense technology
✅ Pushing boundaries in AI-driven decision support systems
Looking Forward
This recognition is more than an award; it’s a testament to our ongoing mission. As AI and data science continue shaping industries, DynaGrace remains dedicated to ensuring women are at the forefront of innovation.
We invite others to join us in building a future where diversity drives progress.
Learn more about the Women Tech Council Shatter List here
Want to explore career opportunities with DynaGrace? Check out our employment page and connect with us to be part of the change!
by Dr. Jane Fitzgerald | Jun 17, 2023 | Business, Data Science
The Truth About Data Scientists.
Data science is the latest buzzword in the business sector. Everyone, from business professionals to beginners, is talking about it. Data science is one of the most popular and promising career paths for skilled and up-to-date professionals.
So, what the heck is data science in business?
Image Credit: Flickr
Traditionally, data science is researching, collecting/acquiring, and analyzing a vast volume of data, including data mining and data programming skills. Data scientists are skilled professionals that organize and analyze a vast amount of data for businesses/organizations.
Since the dawn of the 21st century, data science has evolved far beyond its traditional threshold. Rapid changes in modern business management with regards to the birth of the internet motivates organizations to uncover more useful information, stay competitive, and ensure customer satisfaction. Organizations must learn how to improve functions and optimize processes through data science. The only way data-scientists can make this possible is by mastering every stage, making up the data science life-cycle.
Five Stages of the Data Science Life-Cycle
Data scientists seeking to deliver results in an insightful, understandable, and compelling way must be efficiently skilled in every stage.
Technically, there are five stages in the life cycle, and these are:
Stage #1. Capture
Under this stage, data scientists must be vast and efficient in data acquisition/collection, professional in data entry, skilled in signal reception, and data extraction.
Stage #2. Maintain
Skill sets required for this stage include data warehousing, good knowledge of data cleansing, effective data staging, excellent data processing skills, and data architecture.
Stage #3. Process
At this stage, the data scientist initiates data mining, and then proceed to cluster/classification. The last two-know-how skills required in this stage are data modeling and data summarization.
Stage #4. Analyze
This phase requires extreme exploratory/confirmatory data analytic skills, and expertise in predictive analysis, solid regression skills, text mining, and superb qualitative analysis.
Stage #5. Communicate
Communication is the last stage of the life cycle. The skill sets the data scientist is expected to have here are;
a. Data reporting (vital to organizations in meeting their overall goals and objectives),
b. Data visualization (a roadmap for businesses module implementation), and lastly,
c. Business intelligence and decision making for an overall business drive.
How Does Data Science Impact a Business?
Businesses use data science to improve product quality and day-to-day operations diagnostically.
Data scientists with high-level technical skills help businesses identify vital questions and collect
Image Credit: Wikimedia
data from multiple data sources. Next, they organize the information obtained, and translate the extracted results into actionable solutions, and communicate the same to management for positive business decisions.
These positive skills account for why data scientists have become prominent and sought after in all industries. Their ability to build and analyze algorithms with strong programming knowledge, quantitative skills in linear algebra and statistics, plus excellent communication skills makes them the knight in shining armor for any organization.
The vitality of data scientists in modern business practice cannot be overemphasized.
Data science and data scientists are a crucial aspect of every business setup in the 21st century. They do not just help businesses achieve their operational, strategic, and financial goals, but also help optimize acquisition, growth, and retention in customer success through the information it provides.
However, poorly utilized data science provokes huge financial loss in an organization.
Conclusion
Data scientists have the power to shape how organizations conduct business in line with customers’ changing needs and the rapid development of technology. There is a growing need for data scientists in the business sector. The job is ranked as the best profession in the United States for three consecutive years—2016-2018—and still growing. Also, the demand for experts in data science has increased by 28% in 2020, and from all indications, there is a sign of it slowing down soon.
by Anika D | May 18, 2023 | Business, Emerging Technology
by Anika D | Dec 31, 2022 | Business
Is doing business on your mind for 2023? If so, you have reached the right place. With endless ideas floating in the market, picking the most promising one can be daunting. To ease this process, we got the top business ideas that will trend in 2023. So, without ado, let us dive into the details.
Top Business Ideas for 2023
Content Creation
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Convert your passion for writing and expressing into a profitable business in 2023. In this digitally advanced world, businesses seek quality content to create demand for their products and services. So, from eBooks to website copies, there is a huge demand for experienced writers who can deliver engaging content.
This domain includes content writing, blogging, vlogging, and so on. To start with this idea, you can set up your business and begin taking writing projects from clients. Or you can offer freelancing services on websites like Upwork or Fiverr. There are many options. And the best part is that almost all of them have a bright scope in 2023.
Virtual Assistance
Many companies seek extra hands to help keep their routine operations functional and manageable. So, if you are comfortable working on laptops, using software programs, writing emails, and taking calls, you can go for this idea in 2023. It is a lucrative business opportunity wherein you can expand your administrative operations by hiring more employees in your team.
As a virtual assistant, your job is to schedule appointments, answer customer queries, and manage emails regularly. It is a promising business idea that is expected to have a bright scope in the coming time.
Web Designing and Developing
With a massive increase in online shoppers, more and more businesses are planning to invest in their web development projects. It gave a boost to the demand for qualified web designers.
So, if you have the qualification, experience, and passion for ornamenting websites, this can be the thing for you. You can start by taking on freelance projects and gradually setting up your enterprise. However, ensure you stay abreast with the latest web designing trends to carve a niche in the competition.
Consultancy Business
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It is a service-based business idea that provides solutions and advises individuals and businesses. Companies usually seek expert opinions and services to handle essential business operations and solve complex problems. For instance, smartphone manufacturing companies can seek expert opinions to know the future of face recognition technology.
Be it management, HR, marketing, technology, or finance, the demand for consultants is always on the rise. So, if you belong to any of these niches, consider starting your business in 2023. You must create your website, list your services, and promote your business. You can also target local businesses to build a strong clientele.
Digital Marketing
Businesses constantly find innovative and creative ways to reach and tap their target audience. Online marketing is expected to reap the best results among all the available mediums in 2023. The best part is that digital marketing is a comprehensive domain that includes content creation and social media marketing.
It gives a promising platform for budding business minds. So, as a digital marketer, you will design online marketing policies and campaigns for your clients. Your prime motive will be to improve the online presence of the brands. You can start small with a team of 3-4 employees. However, you can scale up once you start getting good projects.
Affiliate Marketing
Have you heard about affiliate marketing? It is an innovative advertising model wherein a brand hires third-party publishers to generate leads and traffic for its products and services. You need to identify the companies that offer affiliate programs to get started.
Once you identify the best ones, you can start promoting their products and services on your social media accounts and blogs. Some common examples are Clickbank, Amazon, etc. So, as an affiliate marketer, you need to boost online traffic for their website. It is a lucrative business idea where you can earn a commission on every sale you generate.
Graphic Design
Do you have an eye for graphics and design? If yes, this can be the perfect business idea for you. You see, good graphics help brands gain high visibility in the market. It leads to higher conversions, credibility, and sales. With ever-increasing competition, the demand for professional graphic service providers is expected to peak in 2023.
So, you can go for it if you have it in you. All you need to do is, manage your clients’ graphic designing requirements. However, to step into this business, you must first learn the industry’s basics. You can find several online and offline graphic designing courses. Once you gain the necessary skills, you can start offering professional services to companies.
AI Application Development
App development is another business idea expected to gain momentum in 2023. You see, applications make consumers’ lives easier. Many top brands have introduced advanced AI apps to cater to the different shopping needs of their buyers. But many small startups are still yet to join this league. App development and AI can kickstart the growth of such startups.
However, they will need the services of a professional company that can design an AI app for their brand. To start with this business, you should have basic industry knowledge. Apart from this, you need to create a team of qualified software engineers who can develop advanced applications as per the client’s requirements. You can also develop your app and list it on Google Play or App Store.
Bottom Line
These are just a handful of top business ideas you can consider in 2023. However, if you are seeking a profitable and successful business idea, one of these can be a perfect pick for you. Experts recommend selecting an idea that will utilise your business acumen and develop your skills.
With a bit of hard work and planning, you can reach the pinnacle of success with any of these ideas. You can also consult market experts to know more about the pros and cons of these business ideas.
by Anika D | Jun 15, 2022 | Business, General
With the emergence of cloud-based storage services, you don’t need to worry about taking your portable storage devices everywhere. From Dropbox to Google Drive, various cloud solutions keep data online and provide you with easy access from anywhere. This convenience seems tempting, but unfortunately, data uploading to the Cloud can raise security concerns. Best cloud security practices are more important now than ever it was.
However, you can protect data by making some efforts. So, here are 7 best cloud security practices to keep cloud data secure:
Access Control Management
Though cloud platforms offer the right tools, it is up to your organization to establish the proper access controls for data safety. For example, in the case of insider theft, the right access control policies can ensure data safety. Furthermore, it is essential so that no one can access stored data without proper clearance.
Train the Staff
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To prevent your access credentials from hackers, organizations should train their workers. They should be able to spot the cyberthreats and how to respond. This training should include basic security knowledge, like creating strong passwords and finding social engineering attacks.
Go Through User Agreements
Remember not to sign up for any cloud service without going through the full user agreement. It contains vital information about how the service protects the critical information and whether you allow them to use or sell your data in any way. Do not sign up for anything without understanding every clause in the agreement.
Encrypt your Data Before Uploading to Cloud
If you want to upload the data to the Cloud, encrypt it first with the help of a third-party tool. Then, upload it. You have to download any cloud-protection app that allows you to apply passwords and generate key sequences to the files before uploading. Even if you opt for an encrypted cloud service, undergoing a preliminary file encryption round won’t be bad.
Perform Penetration and Testing Regular Audits
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Whether your organization decides to select a partner for cloud data security needs or not, you should implement regular penetration testing. It will determine if you made sufficient efforts or not. Then combine it with audits to keep tables on the vendor’s capabilities to access logs to ensure that authorized personnel is handling sensitive data.
Pay Attention to Various Cloud Environments
Managing multi-cloud environment security is tricky as data resides on various platforms. As a result, organizations must devise policies based on data rather than the cloud platform to confirm robust safety.
Enable Security Logs
Apart from conducting audits, organizations should allow logging features for cloud solutions. Logging helps system administrators track the users making environmental changes. For example, if a hacker gains access and makes changes, a log will highlight the activities to be rectified.
Misconfigurations are significant threats to Cloud security and logging capabilities to connect the changes leading to any vulnerability. Also, logging allows you to find individual users with more access than they need. So administrators can make proper adjustments in permissions.
Conclusion
Whatever Cloud solution you select, security remains the main responsibility. Therefore, it is essential to have a basic understanding of best practices to avoid cyber attacks. Furthermore, it ensures that all the employees contribute effectively towards enhancing organizational growth by maintaining a secure environment for data.
by Anika D | Jun 11, 2022 | Business, Data Science
Managing and interpreting data requires time, and the French company Castor deals with the subject. Recently, A data catalog startup, Castor gets $23.5M to expand its platform
So, let’s have a look at all the updates.
A Data Catalog Startup, Castor, Gets $23.5M to Expand its Platform
The French company provides its clients the full visibility and protection of valuable data. In addition, it makes the data interpretation easy and boosts growth. The Blossom group raised the funding, and the innovative ideas of the Castor group helped it bag $23.5M funding.
It was a Series A funding in which angel investors look for future-proof and innovative ideas. The Series A round saw participation from previous investor First and Florian Douetteau, angel investor and founder of Dataiku.
Castor’s Plan
CEO of Castor Tristan Mayer said that this raised amount would be used to expand the company’s goals. Mainly it will be used to develop 25 personal teams they have, marketing and sales departments.
This funding is a great advantage for the company, and the startup is constantly planning to take the technology and its services. As a result, the workforce has the skills to become Data scientists. It deals with metadata, data management, and search tools designed to help users find the data they need.
Castor plans to utilize the new funding to expand its sales and marketing teams in the US. It also plans to use the funding to build its platform’s AI capabilities further. With a 40 percent month-on-month increase in its US customer base, the startup has found a partner with a proven track record of investment and expansion in the US to implement its operations.
Investors
The Series A fund round was led by Blossom Capital, an early-stage venture capital from London. They are looking for innovative European minds who can launch new ideas globally. The firm was established in 2018 and invested in unicorns in the US and Europe.
Blossom partner Imran Ghory said that when we met Tristan, Xavier, Amaury, Arnaud, and the team of Castor, we knew that they were the one. Future technology and companies will need better use of data, and Castor is on the right step.
Everything About Castor
Mayer established Castor in 2020 with Xavier de Boisredon, an ex-data scientist at Ubisoft. They built data catalog software and initially attempted to sell it to the heads of data at Payfit and Qonto — Arnaud de Turckheim (Payfit) and Amaury Dumoulin (Qonto). But Dumoulin and Turckheim, sensing a bigger opportunity, chose to quit their jobs and unite with de Boisredon and Mayer in co-launching Castor.
In an interview, the mayor said, “We’re on a mission to help people find, understand, and use data” “Thanks to increased automation, Castor makes it easier to bring together the context needed to understand data. As a result, we empower people to build a collaborative data culture.”
Castor provides data discovery tools aspired to help users comprehend the context around data. Targeting use cases like streamlining data compliance projects and cloud migration, Castor connects to cloud data warehouses including Snowflake, BigQuery, Redshift, and business intelligence tools such as Looker, Tableau, and Metabase. In addition, it automatically creates and updates documentation that any workforce can refer to when they have data-related questions.
In the country, various State departments are hiring data scientists for their skills; data management is the future tech. So, keep reading for all the latest developments in this news!
