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INTELLIGENT SYSTEMS & DATA PLATFORMS

Software Solutions for AI & Intelligent Data Products.

Operationalize generative AI, automated document extraction, predictive analytics, and streaming feature stores into production software products that create defensible competitive moats.

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ENTERPRISE COMPLIANCE

Audited, certified, and SLA-guaranteed engineering delivery from MELOS.

Specialized AI & Data Products

Every system is engineered to satisfy stringent operational security standards and eliminate friction across user touchpoints.

Enterprise RAG Platforms

Retrieval-Augmented Generation across proprietary corporate data.

Hybrid vector search combining sparse BM25 and dense embedding reranking
Automated chunking and OCR parsing for dense scanned PDFs and balance sheets
Strict citation provenance mapping every AI answer back to source paragraphs
Zero Hallucination GuardrailsInquire →

Autonomous Agent Systems

Multi-agent networks executing complex multi-step corporate workflows.

Tool-use agents orchestrating customer onboarding, triage, and email replies
Self-correcting code generation and SQL querying environments with validation
Human-in-the-loop escalation switches for high-consequence business actions
Deterministic ExecutionInquire →

Real-Time Streaming Pipelines

Sub-second event stream processing with Kafka and Apache Spark.

Ingesting tens of thousands of IoT and application events per second
Real-time feature calculation powering fraud detection and recommendations
Automated dead-letter queues and backpressure management preventing data drops
Exactly-Once SemanticsInquire →

Edge Computer Vision Systems

Object detection, inspection, and anomaly alerting on video feeds.

Low-latency camera feed inference executing on local edge acceleration chips
Automated defect detection on industrial manufacturing and packaging lines
Continuous model drift monitoring detecting changing environmental conditions
Edge Hardware OptimizedInquire →

MLOps & Model Governance

Automated training, model registry, and safety evaluation suites.

Continuous re-training triggers on incoming verified production ground truth
Automated red-teaming evaluating prompt injection vulnerability before deploy
Auditable model lineage tracking every weights file to its training dataset
Enterprise GovernanceInquire →
Zero-hallucination RAGDeterministic agent workflowsStreaming feature engineeringEdge computer visionAuditable MLOps pipelines

Accelerate your AI & Data Products roadmap with MELOS.

Get senior engineering teams plugged in within two weeks. EU legal contracts from Warsaw with engineering execution from Addis Ababa.

Schedule a 30-min discovery call