We find the signal,
then engineer the
system around it.
Aether-signum takes ideas from research to production. We're an AI and software engineering company building robust, scalable systems for clients across industries worldwide — including two products we co-founded and built ourselves.
One team across the whole stack.
From data and models to the software that ships them — research, engineering, and operations under one roof.
AI Solutions
- Conversational AI
- Agentic systems
- Document ingestion and RAG
- Enterprise AI implementations
Machine Learning
- Computer vision
- Predictive analytics
- Time-series forecasting
- Recommendation systems
- Anomaly detection
Data Engineering
- Data pipeline architecture
- Big-data processing
- Real-time analytics
- Cloud integration
Systems Engineering
- Infrastructure architecture
- Integration expertise
- Performance optimization
- Cost efficiency
Software Development
- Backend development
- Frontend development
- Web & mobile
- DevOps
Product & AI Compliance
- Technology assessments
- Technology consultancy
- Technical PoCs for new ideas
- AI governance & compliance
Research-led. PoC-driven. Iterative.
From concept to deployment and beyond — a proven path that de-risks every stage before the next one begins.
Research
Literature, feasibility and problem framing before any code.
Data prep
Collection, cleaning and labelling of representative data.
Modeling
Prototype models tuned to the real-world signal.
Evaluation
Rigorous metrics and validation against clear targets.
Development
Production engineering, APIs and integration.
Testing
Field testing, edge cases and reliability hardening.
Deployment
Rollout, monitoring and continuous iteration.
Two products we co-founded.
Not case studies on a shelf. Live software with real customers, built and maintained by our team.
Turn any shelf photo into retail execution data — RedAI scores availability, share of shelf, planogram compliance and pricing in real time, across every store.
Standardized agar-plate imaging with validated, algorithm-supported assessment — PetriEye turns cultures into structured reports for clinics, labs and farms.
Where our systems run.
Eight industries, 20+ clients, one approach: find the signal, build the system.
Digital Tools for Critical Infrastructure
Multiple development streams for a Fortune 500 provider of critical data-centre infrastructure — an engineering project-management platform for design workflows, and a modular data-centre configurator that generates technical drafts, bills of materials and financial proposals in minutes.
Food Demand Forecasting
End-to-end AI/ML demand models for a multinational food distributor across US, LatAm and Caribbean markets — sharper forecasts, optimized inventory, streamlined operations.
Public Health Analytics
An analytics platform visualizing disease, facilities, supply and logistics data to support a Ministry of Health's planning and decisions in Southern Africa.
Photovoltaic Performance Analytics
Data-engineering and analytics foundation for photovoltaic performance — exploration workflows, environmental data integration, KPIs, and an operational ML pipeline.
Hotel Operations Platform
Core product-development partner for a hotel-operations SaaS serving 500+ hotels worldwide — backend architecture, API integrations, real-time task management, and continuous feature delivery across web and mobile.
AI-Powered Software Delivery Platform
An AI platform that accelerates enterprise software delivery — automating project setup, test generation, release management and technical documentation, reducing cycle time across the full development lifecycle.
AI Editorial Assistant
An AI agent for one of the region's largest media groups — accelerating content creation and automating articles while keeping editorial control and quality intact.
Backed by European research funding.
Faster results, informed treatment decisions — closer to the herd.
Through the EUREKA programme — co-financed by HAMAG-BICRO — we're developing BactoMoo with Vets4Science: an automated incubation and imaging system for cow-milk samples that supports antimicrobial susceptibility assessment and herd-health management for veterinary labs, field vets and dairy farms.
Clarity and support, closer to every step of the fertility journey.
Through the Competitiveness and Cohesion 2021–2027 programme — co-financed by the European Regional Development Fund — we're the technology partner on BetaPlus Tool, a digital-health platform that combines patient education, an AI assistant and predictive models to support patients undergoing assisted reproduction. The project is led by BetaPlus Clinic, with the University of Rijeka Faculty of Medicine and AESGN as project partners.
Have an idea?
Let's talk.
Tell us what you're working on — we'll get back to you within one business day.