AI
AI / ML Engineering
Predictive modelling, classification, recommendation, forecasting, computer vision, NLP and applied analytics integrated into business applications.
AI & Emerging Technology
From GenAI prototypes to production AI systems.
CreovSys helps organisations design, integrate and operationalise AI capabilities across software, data, knowledge and business workflows—covering LLM applications, RAG, agentic AI, intelligent automation and forward-deployed engineering.
Core AI capabilities
Practical AI architecture, implementation and integration.
We focus on measurable use cases, governed data access and production integration rather than standalone demos.
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Generative AI
Domain assistants, content generation, summarisation, extraction, conversational interfaces, workflow copilots and secure enterprise GenAI applications.
LLM
LLM Application Engineering
Model integration, structured outputs, tool/function calling, guardrails, evaluation harnesses, observability and cost/performance optimisation.
RAG
Retrieval-Augmented Generation
Enterprise search and grounded assistants using document ingestion, chunking, embeddings, vector retrieval, reranking and citation-aware responses.
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Agentic AI
Multi-step AI workflows that reason over tasks, call tools, work with APIs and data sources, and coordinate human approvals for reliable automation.
FDE
Forward-Deployed Engineering
Engineers work closely with the client team to convert high-value operational problems into deployable solutions, integrating AI with existing systems and workflows.
AGI readiness & research
Preparing architectures for increasingly capable AI.
We support research and engineering around increasingly autonomous AI systems: evaluation, orchestration, memory, tool access, security, governance and human oversight. We use AGI-readiness as an architectural and research direction—not as a claim that current systems possess artificial general intelligence.
✓Model-agnostic architecture to avoid vendor lock-in.
✓Evaluation and observability before production release.
✓Private-data controls, role-based access and auditability.
✓Human approval checkpoints for consequential actions.
LLMRAGAgentsToolsDataFDEAI
Typical solutions
AI systems designed around real workflows.
Enterprise Knowledge Assistant
Search and answer across policies, manuals, project documents and internal knowledge using governed RAG.
Research Intelligence Platform
Literature discovery, structured synthesis, research mapping, document analysis and evidence-linked summaries.
AI-Powered ERP & Operations
Copilots for CRM, project tracking, support, document workflows, reporting and decision support.
Document Intelligence
Extract, classify, validate and route information from technical, academic and business documents.
Agentic Workflow Automation
Multi-step workflows integrating email, databases, APIs and internal applications with approvals and traceability.
Custom AI Product Development
From proof-of-concept through secure APIs, frontend integration, deployment, monitoring and handover.
Have an AI, GenAI, LLM or RAG initiative?
We can help frame the use case, select the architecture, build the pilot, evaluate it and integrate it with your existing environment.
Talk to CreovSys