AI & Data Products
Ship AI Features Faster, Without Rebuilding Your Team
RAG systems, AI agents, ML pipelines and LLM-powered workflows. We add intelligent capabilities to the platforms you already run, including support for Amharic and Afaan Oromo.
Book a 30-min callLLM integration
Retrieval-augmented generation (RAG)
Custom AI agents & workflows
Machine learning pipelines
Predictive analytics
Data infrastructure & engineering
AI & Data Products
Engineered for efficient operations
We start from how your business actually runs, then apply the right technology to deliver measurable results.
LLM & RAG Systems
Retrieval-augmented pipelines that ground language models in your own documents and data.
- OpenAI & Claude APIs
- LangChain
- Vector databases
- LlamaIndex
Custom AI Agents
Agents that reason across steps, call your tools and automate workflows with humans in the loop.
- Agent frameworks
- Tool calling
- Workflow automation
- API integrations
Machine Learning
Train, fine-tune and deploy predictive and deep learning models for your specific use case.
- PyTorch
- scikit-learn
- MLOps
- Model monitoring
Data Engineering
Pipelines, warehouses and lakes that deliver clean, timely data to analytics and AI.
- Apache Airflow
- dbt
- Kafka
- BigQuery & Snowflake
Move your product forward with senior engineers who build it right the first time.
Get a free consultation with an engineerAdding AI to existing, older systems
Scaling data infrastructure for LLM workloads
Keeping data private while building AI
Focused solutions we build
Products that streamline operations and sharpen everyday decision-making
What we bring to every engagement
20+
Products shipped for clients
6+
Years average engineering experience
GMT+3
Addis Ababa engineering hub
14 days
Average team onboarding time
Case Study Snapshot
How we approach real problems with purpose-built technology.
Client
Sample project: Document Assistant
An organization with years of policies and reports in Amharic and English
Staff spent hours searching shared drives for the right policy or report, and answers depended on who remembered where things were.
A RAG assistant that indexes approved documents in both languages, answers with citations, and respects existing access permissions.
Answers grounded in the organization's own documents, with sources staff can check in one click.
Our Lean-Agile Methodology
A delivery roadmap shaped around your business goals
Analysis & Modeling
POC (Proof of Concept) OR MVP (Minimum Viable Product)
Development & Re-engineering
Development & Re-engineering
Securing & Deployment
Stage Development & Support
Our partners and clients
Why teams choose Arki
Our engineering services are shaped around you, your customers and the growth of your business.
Production AI, not just prototypes
Evaluation harnesses before every release
Experience with Amharic and Afaan Oromo text
Privacy-aware data handling
Model-agnostic architecture
Clear cost and latency budgets
AI & Data Products FAQs
Wondering how we work, what to expect or how engagements are structured? Here are the answers clients ask for most.
We are model-agnostic: hosted models such as Claude and GPT, and open-weight models you can run yourself when data must stay in-house.
Yes, with care. We test models on your real content, add language-specific preprocessing and evaluation, and set expectations honestly where quality is still limited.
We minimize what leaves your systems, use providers with appropriate data terms, and can deploy models in your own cloud or on premises.
We build evaluation sets from your data, track quality, cost and latency on every change, and roll back automatically on regressions.
Want to talk to an Arki engineer?
Before any commercial conversation, we'll put you on a 30-min call with a senior engineer in your stack. No salespeople. Just a technical sanity check.
Tell us what you're working on.
We'll respond within one business day with the right next step.