AI Readiness Scan
Find out how ready your codebase and delivery process are for AI coding agents, and what to fix first.
Learn moreHybrid AI engineering company
Intelligent systems.
Practical outcomes.
We help businesses turn complex workflows into practical AI systems — through expert consulting and implementation today, and scalable products for the future.
- Europe
- Africa
- International
Our services
End-to-end AI solutions for real business impact.
We combine deep technical expertise with practical business understanding to help you design, build, integrate and evaluate AI systems that work inside your operations — not just in a demo.
AI Readiness Audit
The complete assessment: interviews, a settings and permissions review, and a 30/60/90-day plan.
Learn moreAI Strategy & Architecture
Find the right AI opportunities, design a sound architecture and leave with a clear roadmap.
Learn moreAgentic AI & LLM Development
Custom AI assistants, multi-agent workflows, knowledge retrieval (RAG) and tool-enabled automation.
Learn moreAI Infrastructure & Integration
Local-first or cloud-hosted LLM environments, Docker, APIs, MCP connectivity and orchestration.
Learn moreAI Quality & Reliability
Evaluation frameworks, regression testing and quality gates so AI output is accurate and dependable.
Learn moreAI Product Engineering
From idea to working MVP — AI-enabled prototypes for startups and established businesses.
Learn moreOur approach
Consulting today.
Products tomorrow.
1. Discover
Understand your goals, workflows, data and constraints. Prioritise the use cases worth building.
2. Build
Design the architecture and build a working prototype integrated with your real systems.
3. Validate
Test, evaluate and measure. Every AI output gets quality gates, not just a demo.
4. Scale
Deploy responsibly, hand over cleanly and turn what works into reusable products.
Flagship product · in development
TestAI Command Center
Cooperating AI agents that generate, score and refine software test cases — with a human approving every result.
- AI-assisted test case generation from requirements
- Quality scoring and automated refinement by reviewer agents
- Human approval workflow before anything is published
- Planned Jira and Zephyr integration
TestAI Command CenterPlannerBehaviours extracted
GeneratorDrafting cases
ReviewerScoring quality
TC-014Login locks after repeated failed attemptsApprovedTC-015Password reset link expiresIn reviewTC-016Session timeout on idleRefiningTC-017MFA prompt on new deviceIn reviewWhy Asterloop AI
Many teams can demo a chatbot. We build systems you can rely on.
We turn complex business workflows into intelligent, deployable AI systems. Our edge is the combination of AI engineering, system integration and quality assurance.
Engineering-led, not slide-led
We start from a real business problem and finish with working, deployable software.
Quality is built in
A QA automation background means evaluation, regression tests and reliability are part of every build.
Integration first
Many teams can demo a chatbot. We show how an AI system fits a real operational process and how it is maintained.
Local-first or cloud — your choice
Private, on-premises LLM deployments where data control matters; cloud where it makes sense.
Selected work
Projects that show how we build.
Each case study explains the problem, architecture, tools, current status and limitations — so you can judge the work on its merits.
01
Multi-Agent TestAI
Flagship projectAn AI-powered QA system that generates, evaluates and improves test cases using cooperating agents.
Read the case study02
Local AI Infrastructure
Engineering capabilityA local-first, on-premises-ready LLM platform using Docker, Ollama, FastAPI, OpenWebUI and MCP-based integration patterns.
Read the case study03
DxLens
AI product innovationA smartphone-assisted diagnostic test reader explored as a research prototype.
Read the case studyOur values
Innovation
We turn ideas into working systems.
Integrity
We build trust through transparency and quality — and we never overstate readiness.
Impact
We focus on real business outcomes.
Collaboration
We grow stronger with our clients and partners.
Better systems. Greater possibilities.
Tell us about the problem. We'll suggest a practical path — starting with a focused discovery engagement.