Software engineering
Why Software Engineering is Still Needed
Software engineering is the backbone of AI. A model call is easy. Auth, state, retries, cost control, audit trails, and the failure paths - that is all software engineering.
And sometimes, there is no need for AI at all. Some processes are simply better solved with traditional software engineering.
And sometimes, there is no need for AI at all. Some processes are simply better solved with traditional software engineering.
AI AND SOFTWARE ENGINEERING
Not one without the other
Our engineers worked with software long before AI was the dominant conversation. We build with AI, and we build AI. But someone still has to understand what is being built, and whether it is secure. That only comes from the foundations - from software engineering.
A team that knows software engineering keep technical debt out of both.
A team that knows software engineering keep technical debt out of both.
AT SOFTLANDIA
We build
Senior engineers, direct access to the people writing the code. Our engineers have shipped production systems for Fortune 500 and FAANG companies.
Cloud Architecture
Full-Stack Product Development
IoT & Sensor Fusion Expertise
AI & Data Science
Embedded & Systems Programming
Tools We Use
A snapshot of what we work with. The stack always depends on the project.
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LLM Providers
OpenAI, Anthropic, open-source models (Llama and others)
OpenAI, Anthropic, open-source models (Llama and others)
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AI Agents & Frameworks
PydanticAI, Vercel AI SDK, LlamaIndex, LangChain, Guardrails AI
PydanticAI, Vercel AI SDK, LlamaIndex, LangChain, Guardrails AI
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Backend
Python, TypeScript, Rust, FastAPI, gRPC
Python, TypeScript, Rust, FastAPI, gRPC
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Data & Streaming
Metaflow, Bytewax, Argo Workflows
Metaflow, Bytewax, Argo Workflows
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Monitoring
Logfire, Datalog
Logfire, Datalog
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Cloud & Infrastructure
Azure, Modal, Kubernetes
Azure, Modal, Kubernetes
Connect
Let's talk technology
Our team stands ready to transform your technical challenges into breakthrough solutions
sales@softlandia.com
Softlandia HQ, Tampere, Finland
Case Studies
Applied AI Customer Case Studies
We work with ambitious teams to apply AI where it matters, driving new capabilities and measurable impact.
