A
AI for the software lifecycle
An AI-native SDLC: every stage assisted by AI, from planning to production monitoring.
01
Planning & Discovery
Automatic requirements · User stories · Epics & backlog · Estimation · Impact analysis
02
Architecture & Design
Assisted architecture · Design patterns · Diagrams · API design · Scalability · Technical debt
03
Development
Code generation · AI pair programming · Refactoring · Microservices · SDKs & technical docs
04
QA & Testing
Unit & functional testing · QA automation · Test data & mocks · Visual testing · Self-healing
05
DevOps / CI-CD
Automated pipelines · Release management · Predictive failure analysis · Smart rollback · IaC
06
DevSecOps
Vulnerability detection & remediation · SAST/DAST · Dependencies · Exposed secrets · Compliance
07
Observability & AIOps
Intelligent monitoring · Anomaly detection · Automatic RCA · Incident prediction · Performance
08
Team productivity
Dev/QA/DevOps copilots · Repo chat · Code search · Onboarding · Living documentation
09
Governance & metrics
DORA metrics · Lead & cycle time · Delivery forecasting · AI-powered PMO · Automated technical audits
MODERNIZATION / TRANSFORMATION
From legacy to modern architectures, accelerated by AI
→ Java 8 → Java 21 migration→ .NET Framework → .NET Core
→ Monolith → Microservices→ Cloud migration
→ Containerization & Kubernetes→ Technical debt elimination
B
AI for the business
Automation and models that move operational, service and sales metrics.
Enterprise automation
RPA + generative AI · Autonomous agents · Internal copilots · Ticket classification · Enterprise RAG · OCR & documents · Voicebots · Back office
Data & analytics
Dashboards & BI · Predictive analytics · Forecasting · Scoring models · Data lakes · Segmentation · Multimodal AI
Customer service / CX
Enterprise chatbots · AI for call centers · Omnichannel · Sentiment analysis · Call summarization · Support copilots
Sales & marketing
Lead generation · AI-powered CRM · Recommendation engines · Dynamic pricing · AI content · Churn prediction
Platform & MLOps
LLMs (OpenAI, Anthropic, Google) · Private / on-premise AI · MLOps & LLMOps · Fine-tuning · Enterprise AI architecture · Model security
Strategy & adoption
Adoption roadmaps · Digital transformation · Maturity assessment · Executive workshops · AI governance · Center of Excellence (CoE)
Qi-VantaAutomation and artificial intelligence for businesses. From discovery to production, with measurable ROI.