OperationsFeatured
Enterprise document search
Unified semantic search across policies, product and project documents, with answers that cite the source text and permissions that follow the user.
- Cross-industry
- Manufacturing
- Energy
Turn enterprise knowledge and data into assets AI can use
Data governance and knowledge engineering
Data decides what an Agent "knows". Research shows LLMs unlocked previously inaccessible data in 88% of cases, yet only 6% of enterprise data is AI-ready. Turning scattered documents into callable, traceable, permission-controlled assets is the foundation of Agent accuracy.
Core services
What we actually do
Enterprise knowledge mapping
Systematic organization of policies, products, business, training, FAQs and contracts
Knowledge base construction
Structured, searchable, permission-controlled multimodal knowledge bases
RAG optimization
Improve retrieval accuracy, answer reliability and citation quality
Data cleansing and tagging
Standardize, classify and tag business data
Business semantic layer
Translate metrics, fields and processes into semantics AI can understand
Permission and compliance governance
Each role sees only authorized data, with end-to-end auditability
Customer value
What you get
- More accurate AI answers with fewer hallucinations and wrong citations
- Scattered documents become callable assets
- Support more complex business Agents
- Lay the groundwork for analytics and decision Agents
Production-grade RAG
Six steps from documents to traceable answers
- Document parsing
OCR, layout and table reconstruction, multi-format support
- Smart chunking
Semantic and hierarchical chunking, overlapping windows, parent-child chunks
- Embedding
Domain-tuned embeddings, multi-vector representations
- Hybrid retrieval
Vector + BM25 + knowledge graph, query rewriting and HyDE
- Rerank & compress
Reranking, context compression
- Grounded generation
Citation marking, faithfulness checks, recall evaluation
Related Agent templates
Templates for this practice area
Legal & compliance
Policy and regulation lookup
Brings regulations, industry standards and internal policies together and answers with the clause text and its effective status, so no one cites an outdated rule.
- Financial services
- Pharmaceuticals
- Energy
- Cross-industry
Human resources
Employee helpdesk assistant
Answers frequent employee questions on attendance, social insurance, expenses and IT, citing the policy text, and hands complex cases to a person.
- Cross-industry
- Manufacturing
Related case studies
Projects in production
FAQ
Questions customers often ask
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