Explore our solutions
AI & Data Products
Ship AI features faster without rebuilding your engineering team. We design, build and operate the data pipelines, model serving and evaluation loops behind AI products that customers rely on.
AI & Data Products built around your product
Every engagement starts from your roadmap, not our menu. The work below is where we add the most value for product teams.
Talk to a Menna engineerData Pipelines & Warehousing
Reliable batch and streaming pipelines feeding analytics and models.
Vector Search & Knowledge Bases
Embedding pipelines and vector stores that make your documents queryable.
Model Serving & Inference
Low-latency inference APIs with autoscaling, caching and cost controls.
Evaluation & Observability
Offline evals, online monitoring and drift detection for every model in production.
AI Product UX
Interfaces that make probabilistic systems feel trustworthy: citations, confidence and feedback loops.
Data Governance
Access control, lineage and retention policies that satisfy legal and security teams.
How we approach ai data platforms
Our solutions target specific engineering problems by combining established technologies to improve operations, decisions and delivery speed.
Data First
We audit and fix the data before touching a model. Most AI failures are data failures.
Ship Thin, Then Deepen
A narrow end-to-end slice reaches real users early, and we expand from there.
Measure Everything
Quality, latency and cost dashboards from the first release.
The tech stack behind our ai data platforms work
Tools are chosen per problem, and our engineers handle integration with what you have already built.
Pipelines
- Apache Spark
- Airflow
- dbt
- Kafka
Vector & Search
- Pinecone
- pgvector
- Elasticsearch
- Weaviate
Serving
- FastAPI
- vLLM
- TensorFlow Serving
- Kubernetes
Observability
- MLflow
- Weights & Biases
- Grafana
- Datadog
Sectors where our ai data platforms work has shipped
We serve product companies in sectors where this work adds measurable value.
SaaS
AI copilots and assistants inside existing products.
Legal & Compliance
Document intelligence and review automation.
Government
Citizen communication triage and case routing.
AI & Data Products FAQs
The questions clients ask before starting this kind of engagement.
No. We bring the ML and data engineering expertise. We do need access to domain experts on your side to validate outputs.
Yes. Most clients prefer that we deploy inside their AWS, Azure or GCP account so data never leaves their control.
Caching, model routing between small and large models, batching and prompt compression. Cost per request is a tracked metric from day one.
Related services
Artificial Intelligence Solutions
LLM apps, RAG systems, agents and ML pipelines built on your data.
Custom Software Engineering
Web, mobile and backend systems engineered for scale.
Digital Transformation
Modernize operations with data, automation and cloud.
- Free consultation
- No hidden costs
- 100% transparent
Start a conversation
Let’s solve a real problem together.
Whether you need software built, a network installed or a partner for a digital transformation program, your first conversation is with the people who will do the work.
We reply within one business day. Based in Addis Ababa, working with partners in Ethiopia and beyond.
- 2026
- Founded in Addis Ababa, Ethiopia
- 2
- Focus areas: software, networking & IT
- 4
- Core values: Service, Wisdom, Stewardship, Excellence
- 3
- Founding leadership team