Software as a Service

We support product-driven organizations in building more sustainable, flexible, and user-aligned platforms — from core architecture to experience strategy.

INDUSTRIES

Deep Tech

TECH CONSULTING

Turning Cutting-Edge Ideas into Scalable Real-World Systems

At Some Tech Work, we help DeepTech startups, research-backed ventures, and innovation labs build products that push boundaries — from AI and computer vision to robotics, digital twins, and beyond. We translate complex technical concepts into usable, reliable platforms that can stand up to real-world deployment.

 

Whether you’re moving from prototype to product or scaling frontier technology into production, we bring the engineering discipline and design empathy needed to bridge the gap between breakthrough and market-ready.

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SMART SCALING

Engineering Tomorrow’s Solutions for Today’s Challenges

Working at the intersection of science, software, and scale, we help DeepTech teams turn research-grade breakthroughs into polished products. Our solutions are built to support complexity — while maintaining clarity, usability, and performance — enabling scientists, engineers, and operators to deploy faster and adapt with confidence.

SMART SCALING

Engineering Tomorrow’s Solutions for Today’s Challenges

Working at the intersection of science, software, and scale, we help DeepTech teams turn research-grade breakthroughs into polished products. Our solutions are built to support complexity — while maintaining clarity, usability, and performance — enabling scientists, engineers, and operators to deploy faster and adapt with confidence.

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INDUSTRY SHIFTS

The Fast-Moving World of Tech Needs More Than Just Code

SaaS adoption is booming—but it's also becoming increasingly competitive and complex. With more players entering the market, customer expectations are rising fast. Teams face mounting pressure to innovate quickly, maintain platform stability, and deliver exceptional user experiences — all without compromising on quality, performance, or long-term vision.

Do any of these issues sound familiar?

Onboarding feels clunky?

Many users drop off before they even see your core value. Without clear guidance or a frictionless path to activation, your trial-to-paid conversion suffers.

Feature Requests Are Piling Up

You’re building fast, but priorities feel reactive. Teams struggle to balance user needs with business goals — and roadmap clarity suffers as a result.

Slow or Buggy User Experience

Performance bottlenecks, unoptimized frontend code, or patchwork architecture result in a sluggish UI — frustrating users and hurting your NPS.

ABOUT US

Do any of these issues sound familiar?

Developing deep technologies is hard — but bringing them to market can be even harder. Many innovators face blockers that aren’t about science, but about productization. Here are common challenges we help resolve
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Your prototypes aren’t built for scale or user adoption

Early experiments may prove the concept — but turning them into scalable platforms requires better UX, performance, and infrastructure.

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You lack software engineering depth in a research-heavy team

Core IP is in place, but you need system architecture, full-stack engineering, or frontend polish to go live or raise funding.

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Data pipelines, models, or hardware integrations are fragile

Your system breaks when moving from lab to field — and you need stability, monitoring, and optimization to go beyond POC.

SCALING CHALLENGES

Why Scaling a SaaS Business Is Harder Than It Looks

From managing user growth to dealing with fragmented codebases and analytics chaos, scaling a SaaS company is more than adding users — it’s about reinforcing the foundation. Product-market fit, infrastructure, UX, and internal team capabilities all influence your ability to grow sustainably.
From managing user growth to dealing with fragmented codebases and analytics chaos, scaling a SaaS company is more than adding users — it’s about reinforcing the foundation. Product-market fit, infrastructure, UX, and internal team capabilities all influence your ability to grow sustainably.
SCALING CHALLENGES

Why Scaling a SaaS Business Is Harder Than It Looks

Our Capabilites

[01]
Research-to-Product Translation

Research-to-Product Translation

Turn POCs into production-ready apps with stability, UX, and APIs.

[02]
Scientific Workflow Tools

Scientific Workflow Tools

Build custom UIs and automation tools for lab teams, researchers & operators.

[03]
Cloud Infrastructure & Model Deployment

Cloud Infrastructure & Model Deployment

Manage model lifecycle, auto-scaling, and monitoring in production.

[04]
Simulation & Digital Twin Interfaces

Simulation & Digital Twin Interfaces

Enable interactive, data-driven simulation layers and UI dashboards.

[05]
Real-Time Sensor & IoT Integration

Real-Time Sensor & IoT Integration

Build edge-cloud data systems with embedded compute & sync.

[06]
Computer Vision & ML Pipeline Development

Computer Vision & ML Pipeline Development

Develop fast, scalable systems with preprocessing, inference, and postprocessing.

[07]
Developer Enablement & Platformization

Developer Enablement & Platformization

Create SDKs, APIs, and internal platforms for growing engineering teams.

58+

Realized Projects

38

Awesome Clients

20+

Ongoing Projects

10+

Trusted Partners

WHAT WE DO

End-to-End Engineering Support for DeepTech Builders

We partner with DeepTech ventures to translate R&D into stable, extensible software — helping you build platforms that combine scientific complexity with everyday usability.

 

Our focus areas are Productization of research and ML prototypes, Custom platforms for AI, CV, NLP, and robotics applications, IoT, sensor, and hardware-in-the-loop integrations, Scalable data pipelines and visualization dashboards,Simulation, modeling, and digital twin interfaces,Middleware, APIs, and cloud infrastructure for DeepTech, etc.

WHAT WE DO

End-to-End Engineering Support for DeepTech Builders

We partner with DeepTech ventures to translate R&D into stable, extensible software — helping you build platforms that combine scientific complexity with everyday usability.

 

Our focus areas are Productization of research and ML prototypes, Custom platforms for AI, CV, NLP, and robotics applications, IoT, sensor, and hardware-in-the-loop integrations, Scalable data pipelines and visualization dashboards,Simulation, modeling, and digital twin interfaces,Middleware, APIs, and cloud infrastructure for DeepTech, etc.

WHY CHOOSE US

From Prototype to Product, We’re Your Build Partner

DeepTech teams need more than just coders — they need partners who understand the context, constraints, and potential of what they’re building. At Some Tech Work, we bring the calm, clarity, and technical depth to help frontier tech cross the finish line.

 

Why teams trust us:
1. Experience working with AI, ML, NLP, robotics & simulation systems

2. Ability to support both research-led and product-led workflows

3. Thoughtful design to make complex systems approachable

4. Track record of building for real-world deployment

NETWORK

Helping DeepTech Teams Build for Scale & Impact

We support pioneers working on tomorrow’s hardest problems — helping them turn science into software and prototypes into platforms. Our clients range from early-stage startups to research labs to enterprise innovation teams.

 

We work with

1. AI, ML, CV, and NLP startups

2. Robotics, drone & autonomous systems teams

3. Advanced manufacturing & hardware-enabled platforms

4. Digital twin & simulation-focused applications

5. Computational science & lab workflow solutions

6. DeepTech-focused VCs and corporate incubators

NETWORK

Helping DeepTech Teams Build for Scale & Impact

We support pioneers working on tomorrow’s hardest problems — helping them turn science into software and prototypes into platforms. Our clients range from early-stage startups to research labs to enterprise innovation teams.

 

We work with

1. AI, ML, CV, and NLP startups

2. Robotics, drone & autonomous systems teams

3. Advanced manufacturing & hardware-enabled platforms

4. Digital twin & simulation-focused applications

5. Computational science & lab workflow solutions

6. DeepTech-focused VCs and corporate incubators

A few ways we’ve delivered tangible impact.

Some Tech Work helped us rethink our guest experience platform from the ground up. Their team was quick to understand the nuances of our operations and delivered a solution that made both our staff workflows and customer touchpoints smoother.

– Rishabh Mehra, Director of Digital Innovation, Kaveri Hotels

From website optimization to backend booking integration, the work STW delivered brought noticeable efficiency and better guest engagement. They’re not just developers—they understand the business of hospitality.

– Anna Schuster, Head of Marketing, AlpenReisen AG

THE TEAM

Meet the drawhistory team on the front lines.

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Anne Reid

HR Specialist
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Steve Parker

Finance Expert
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Mary Fox

Strategist
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Mark Hagne

QA Analyst
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Paul Goto

Manager
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Diane Miller

Business Manager
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Toby Young

Legal Officer
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Laura Dern

President

Laura Dern

President

Let’s plan your next digital move – together.

…partner with our expert consultants to uncover the smartest path for your brand. In a free strategy session, we’ll explore how to boost visibility, streamline operations, and turn your ideas into results that matter.

What can you expect?

✔ A personalized consultation to assess your current digital presence and uncover growth opportunities.

✔ Expert recommendations across websites, marketing, and smart tech solutions tailored to your goals.

✔ Clear, actionable next steps that help you simplify operations and maximize ROI.

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