Somokolon LabsSomokolon Labs

Our Services

Software teams that grow with you

We work as an extension of your team — from front-end to backend, data, and infrastructure — building software vital to your organization across AI, web, and cloud.

AI & LLM Engineering

We design and ship applied-AI systems that hold up in production — from retrieval-augmented generation and agentic workflows to fine-tuned open models served behind real APIs.

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RAG & LLM Applications

Retrieval-augmented systems with hybrid search, reranking, and evaluation — grounded answers over your own data.

Agentic Workflows

Multi-step agents that plan, use tools, and act safely, with human-in-the-loop where it matters.

Model Fine-Tuning

Task-specialized open models (LoRA/QLoRA) with reproducible evaluation against real baselines.

On-Device & Edge AI

Quantization and ONNX conversion for privacy-preserving, offline-first inference on constrained devices.

Web & Full-Stack Development

We build web applications end to end — accessible React/Next.js frontends backed by well-structured FastAPI and Node services, with data models designed to last.

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Custom Web Applications

Tailored products built from the ground up around your workflow, not a template.

Redesign & Modernization

Rework dated interfaces and legacy stacks into fast, maintainable, responsive apps.

APIs & Integrations

REST and GraphQL APIs, third-party integrations, and clean service boundaries.

Business Systems

Practical internal tools and POS/ERP-style systems for real operational needs.

Cloud & MLOps

We treat infrastructure as part of the product. Services are containerized, deployed through CI/CD, and monitored — including the pipelines that train, serve, and watch machine-learning models.

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Deployment & CI/CD

Automated build-test-deploy pipelines with GitHub Actions and container registries.

Model Serving & MLOps

Scalable inference serving, drift monitoring, and retrain pipelines for ML in production.

Observability

Metrics, logging, and tracing so you can see how systems behave under real load.

Event-Driven Systems

Decoupled, fault-tolerant services with queues and message streams that scale independently.

Quality Assurance & System Design

Reliability is designed in, not bolted on. We bring testing, evaluation, and architecture review into the build so software behaves correctly — and keeps behaving correctly as it grows.

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Automated Testing

Unit, integration, and end-to-end test suites wired into your CI pipeline.

AI/LLM Evaluation

Systematic evaluation harnesses for RAG and LLM systems — faithfulness, relevance, and cost.

Architecture Review

Design reviews focused on scalability, fault tolerance, and maintainability.

Performance & Load

Profiling and load testing to find bottlenecks before your users do.

Engagement model

Flexible, transparent, and built around your goals

We adapt our engagement to fit your project — whether that's a fixed-scope build or dedicated ongoing work. Either way, you get clear plans, regular status updates, and code you can trust.

01

Discovery

We start with your problem and constraints — what success looks like, and what it will take to get there.

02

Plan & Estimate

A clear scope, milestones, and a realistic timeline, so you know what you're getting and when.

03

Build & Deploy

Iterative delivery with working software at each step — containerized and shipped, not left in a notebook.

04

Support & Iterate

Once it's live, we monitor, maintain, and improve it under real-world use.

Have a problem worth solving with software?

Tell us what you're building. We'll help you scope it, build it, and ship it.

Start a project