DevOps & MLOps
Synchronizing people, processes, and tools to streamline, strengthen, and evolve digital product development for the AI age
Expertise + AI Automation = Top-Speed Dev
Every project brings its own particular set of obstacles, but you’ll get further faster if you don’t have to start from scratch each time.
We leverage our decades of combined DevOps and MLOps experience to identify patterns among the problems we solve. We’ve created a toolkit of human-honed and AI-accelerated processes, tools, and code libraries to minimize build bottlenecks, freeing us to ship more, faster, and with lower risk.
20i for Dev & MLOps
DevOps and MLOps practices and processes are at the core of our engineering work.
We use repeatable, reliable, and transparent AI-augmented infrastructure to maximize delivery velocity, smooth production deployments, and give clients full control over the foundations of their products.
specialties
Proprietary AI-assisted parallel coding workflows to 5x dev velocity
Infrastructure as code (IaC) via AWS CloudFormation AWS CDK
AWS Select Tier Partner consulting
Novel code configurations for inbuilt quality alarms and logs
Continuous integration and deployment to web, mobile, and worker applications
On-prem-to-cloud migrations
HIPAA-ready infrastructure
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Featured AI Success Stories
We've distilled our deep and diverse problem-solving experience into AI-powered automated tools and processes that take digital products from "designed" to "done!" at top speed (without compromising quality).
[ai / health
ai / health
PHC Global
Empowering growth: our role in a $35M series A raise
We helped PHC Global launch an AI-enhanced bio risk response platform to attract millions from investors and some of the biggest names in tech
view project](/content/our-work/phc-global/index.html)
[ai / learning
ai / learning
LearningWrite
Smarter language learning, powered by AI
LearningWrite taps into leading-edge artificial intelligence tools to accelerate writing practice, driving better outcomes for English and world language learners.
view project](/content/our-work/learningwrite/index.html)
[ai / health
ai / health
DBMO.ai
Analyzing video, audio & text with AI
We helped automate the laborious process of generating metadata for longform content, empowering content creators to find their audience
view project](/content/our-work/dbmo-ai/index.html)
AI ProDUCTS & SYSTEMS
Delivering smarter innovation with AI
We create leading-edge solutions that free our clients and team to solve, grow, and thrive in the ever-changing AI landscape
Speaking of results
We had an urgent need and they quickly figured out how to best solve it. They not only listened to my team, but collaborated with our current effort and guided us to much better solution in a very short timeframe. The right team for the job.
Steve Miller
Senior Manager of Service Systems for Daimler Truck North America
Twenty Ideas completes projects on time with tested and peer-reviewed code. They break down their tasks into attainable, prioritized ideas, and they use forward-thinking tools that deliver top-notch performance.
Josh Worth
Co-Founder of Co-Mingle