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KREDENA Custom AI & LLM Integration
ENTERPRISE AI SERVICES & ENGINEERING

Full-Lifecycle Artificial Intelligence Engineering

From initial business case assessment to model architecture design, fine-tuning, RAG integration, and enterprise SLA management.

Generative AI Development & Custom LLM Fine-Tuning

We build custom generative language models tailored to domain-specific jargon, compliance requirements, and proprietary datasets. We utilize parameter-efficient fine-tuning (PEFT, LoRA) to maximize accuracy while drastically reducing compute costs.

Domain-Specific Tokenizers
LoRA / QLoRA Optimization
Synthetic Data Augmentation
Hallucination Guardrails

// Fine-Tuned Performance Gains

Domain Accuracy (Finance & Legal) 98.4%
Inference Latency Reduction -65%

// Hybrid RAG Pipeline Workflow

1. Document Chunking & Dense Embeddings (OpenAI / Cohere)
2. Vector Search Indexing (Pinecone / Qdrant)
3. Reciprocal Rank Fusion & Reranking (Cohere Rerank)
4. Contextual Generation with Cited Sources

Enterprise Retrieval-Augmented Generation (RAG)

Connect foundational LLMs directly to your enterprise knowledge repositories (SharePoint, Confluence, S3, SQL databases) with real-time vector search and zero data leakage.

Multi-Modal Vector Embeddings
Fine-Grained RBAC Access Controls
Hybrid Dense & Sparse Retrieval
Automatic Citation & Source Mapping

Ready to architect your custom AI solution?

Speak directly with Kredena Principal Solutions Architects today.

Book Technical Feasibility Session