Private AI
AI systems and semantic search without sending data outside your organization.
On-Prem / Private Cloud
Data never leaves your organization. Docker, Kubernetes, or isolated VM.
Source-Grounded Answers
Every answer shows which paragraph it came from.
SSO / LDAP / Audit
Enterprise authentication and auditable logs.
Priority industries.
Ten sectors prioritized by our AI and secure software work. Domain terminology, data privacy, and regulatory compliance shape the design decisions in each.
Legal &
Compliance
Search regulations, contracts, rulings, and internal policies. Ask questions and get source-grounded answers; find similar rulings and clauses. Data never leaves your organization.
Health &
Medical
Source-grounded, risk-aware information access for clinical documentation, medical Q&A, and patient education content.
Support &
Operations
FAQ search, ticket classification, and automatic routing for call centers. Similar request matching and fast integration.
Finance &
Banking
Secure on-prem search for sensitive financial documents, policies, and procedures. Investment report analysis and regulatory compliance.
E-Commerce &
Retail
Semantic search across product catalogs and smart recommendation systems. Conversion-focused search that understands customer intent.
Manufacturing &
Industry
Fast access to technical manuals, maintenance procedures, and repair instructions. RAG-based assistants for field teams on the shop floor.
Education &
Academia
Deep scanning, summarization, and Turkish semantic matching across academic texts, course materials, and research archives.
Public &
Government
Cross-unit knowledge access, isolated assistants for high-security networks, and source-grounded guidance for citizen services.
Media &
Publishing
Contextual search, content recommendations, and trend tracking across journalism and article archives. Editorial speed with advanced Turkish language models.
Music &
Entertainment
Contextual search and preference-aware recommendation layers for music catalogs, lyrics/text archives, and creative content workflows.
Measure first, then deploy.
Magibu Retrieval Audit is a 2-week measurement package before pilot. We compare models and architectures on your data together.
"Let's measure which model works better on your documents; then deploy a secure in-house AI system."
Not a sales pitch - a way of working. You can't be sure of progress in a system you haven't measured; we set direction with metrics like recall, precision, and MRR, not guesswork. Before buying a large system, we measure on your own data. Most organizations skip this step and come back months later. We start here.
Data Sampling and Analysis
We select a representative subset of your documents together. Data stays inside your environment.
User Test Scenarios
30–100 real user questions with expert-labeled correct passages.
Model & Architecture Benchmark
Magibu, OpenAI, Cohere, Voyage, and E5 measured on the same data. Chunking strategies compared side by side.
Comprehensive Metrics Report
recall@5, precision@10, MRR, nDCG@10, and latency. Top 5 wins + 5 critical failures with case studies.
Topology Recommendation
One-page technical and financial rationale for model, chunking, reranker, vector DB, and deployment topology.
Roadmap & Decision
Continue or stop for pilot. Audit delivers value on its own; not required before pilot.