AI & Data Solutions
Ship AI Features Faster
For product teams adding AI to an existing product: RAG assistants, agents, document intelligence and predictive features delivered by engineers who have shipped them before.
- RAG assistants and copilots
- Agentic workflows
- Document intelligence
- Predictive analytics
- Evaluation and guardrails
- Cost and latency control
Core services
What we build for ai & data products
We know the constraints of this sector and build with them in mind from the first sprint.
AI Copilots
In-product assistants grounded in your data with citations and feedback loops.
Document Intelligence
Extraction and classification across hundreds of document types.
Predictive Features
Forecasting, scoring and anomaly detection embedded in product workflows.
MLOps
Evaluation, monitoring and deployment pipelines for models in production.
Have a roadmap this would unblock? Scope it with an engineer, not a sales deck.
Book a free technical consultation- Turning a demo into a feature customers pay for
- Measuring LLM quality before and after every release
- Keeping inference costs predictable
Solutions we build
Common shapes of work in this sector, each delivered end to end.
Results from recent engagements
Case study snapshot
AutoBridge Systems
AI-powered citizen communication triage for public agencies.
Challenge
Agencies needed to classify over 10,000 daily communications into 50+ categories with high accuracy and full audit trails.
Solution
An LLM triage engine with RAG for policy-aware classification, immutable audit logs and automated response drafting.
Result
99% classification accuracy, a 73% reduction in response time and a compliance audit with zero findings.
Our Lean-Agile methodology
A roadmap built around your business success.
Analysis & Modeling
Requirements, business logic and feasibility.
POC or MVP
Rapid validation before committing to scale.
Development & Re-engineering
1 to 4 week sprints with a Product Owner and Scrum Master.
Securing & Deployment
Hardening, automated deployment and monitoring.
Staged Development & Support
Iterate on real usage with managed reliability.
Our partners and clients
Why teams pick Menna
What clients tell us mattered most.
- Production LLM deployment expertise
- Responsible AI and bias mitigation
- MLOps and model lifecycle management
- Domain expertise in regulated sectors
- Data privacy-first approach
- Continuous model improvement
AI & Data Solutions FAQs
Yes, including prompt engineering, RAG, guardrails and cost optimization through caching and model routing.
Held-out test sets, cross-validation, domain-expert review and human-in-the-loop evaluation for LLMs, plus automated regression testing.
Bias audits, fairness-aware training, SHAP and LIME explainability and documented limitations for every model.
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