Velvet

SQL queries

Make everyone on your team a data engineer.

About Velvet

"Embroidered Elegance" Embroidered Elegance is a cutting-edge data platform tailored for dynamic product and engineering teams in burgeoning startups. It serves as a catalyst in empowering every team member to excel as a data engineer, offering the capability to query diverse data sources, deploy real-time functionalities, and optimize their team's data workflow. Users have the ability to craft intricate SQL queries, sift through vast data volumes with the assistance of AI, and collaborate effectively by converting queries into tables, graphs, and alerts that are easily accessible to the entire team. The platform boasts a range of features including real-time data capabilities through query API endpoints and the convenience of storing unlimited data. Embroidered Elegance captures real-time data from databases, third-party tools, and events, providing an analytics database per workspace and a table per source. Users can also leverage an AI assistant to run complex queries across all their data and save them as API endpoints. Additionally, the platform facilitates the deployment of features using real-time data to expedite product development workflows. With Embroidered Elegance, users can seamlessly integrate any data source, access queries as API endpoints for dynamic features, and construct AI-enhanced visualizations to monitor data trends over time.

Meta Performance Reviews

"Starting 2026, employee performance evaluations will be formally linked to AI-driven impact."

Meta announced that every staff member - from engineers to marketers - will need to show how they use AI. Special recognition including bonuses and raises will go to those with exceptional AI-driven results.

What this means for you

Start documenting your AI usage now. Track Impact helps you build a portfolio of AI achievements for performance reviews.

Shopify Prove AI Can't Do It

"Before asking for more headcount, teams must demonstrate why they cannot get what they want done using AI."

CEO Tobi Lütke mandated that AI usage is now a "fundamental expectation." New roles are only approved if a team can prove the work can't be automated.

What this means for you

Understanding your value is critical. Our profiles show which tasks need human judgment vs. AI automation.

Microsoft Mandatory AI Usage

"Using AI is no longer optional — it's core to every role and every level."

Microsoft's internal memo made AI usage mandatory for all employees. The company is implementing metrics into performance review processes.

What this means for you

AI literacy is now as essential as email proficiency. Search for AI tools relevant to your specific role.

Duolingo AI-First Hiring

"Duolingo is going to be AI-first. We will gradually stop using contractors to do work that AI can handle."

CEO Luis von Ahn declared the company "AI-first" in April 2025. AI use is now included in hiring AND performance review evaluations. They completed 148 language courses in 12 months - work that previously took 12 years.

What this means for you

AI proficiency is now a hiring requirement. Build your AI portfolio to stand out in job applications.

Klarna 40% Workforce Reduction

"There is a massive shift coming to knowledge work. And it's not just in banking, it's in society at large."

Klarna reduced its workforce from 5,500+ to ~3,000 employees. An AI chatbot now handles the work of 700 human agents. Revenue per employee increased 73%.

What this means for you

Proving your unique human value is essential. Document where you add value that AI cannot replicate.

Google Competitive Necessity

"Companies which will become more efficient through this moment in terms of employee productivity [will win]."

CEO Sundar Pichai made clear that employees need to be "more AI-savvy" as competition intensifies. The focus is on employee productivity through AI adoption.

What this means for you

AI literacy is a competitive advantage. Discover the AI tools that will make you more productive in your role.

Opendoor Default to AI

"The first line in everyone's job expectation: Default to AI."

Performance evaluations now measure AI tool usage frequency. Stock jumped 8.6% after announcement. Every employee expected to use AI as their first approach to tasks.

What this means for you

Track Impact helps you document your AI-first approach and measure the results.

Thomson Reuters Upskill or Leave

"You will be left behind if you don't adopt AI."

CPO warns there's no future at the company without AI skills. Over 11,000 employees have completed AI training programs. The message is clear: adapt or face consequences.

What this means for you

Start your AI journey today. Search for role-specific AI recommendations and begin building your skills.

Fiverr Hiring Filter

"We won't hire candidates who don't use AI."

CEO requires AI skills for new hires. AI proficiency is now a baseline expectation for all job seekers. Those without demonstrated AI experience are filtered out.

What this means for you

Job seekers need documented AI experience. Build your portfolio with Track Impact before your next application.

Amazon Smaller Teams

"Learn AI and get more done with scrappier teams."

CEO says corporate workforce will shrink with AI. Amazon invested $1.2B in upskilling 300,000 employees. The future is smaller, AI-augmented teams.

What this means for you

Upskill now to stay competitive. Explore AI tools for your role and start documenting your productivity gains.