Semantic + lexical
Meaning-based retrieval is fused with exact-term matching instead of forcing one method.
ENTERPRISE SEARCH
Search everything you are allowed to know.
Not everything that exists.
ServAI searches organizational knowledge with semantic, lexical, metadata and structured context while preserving source locations and enforcing live scope boundaries.
DocumentsPDF · DOCX · PPTX
SystemsCRM · ERP · Workspace
MeetingsAudio · transcript
DataTables · records
SERVAIKnowledge
RETRIEVAL, NOT KEYWORD LOTTERY
Search meaning, exact terms, metadata and structured business context together.
ServAI combines semantic and lexical retrieval with metadata and entity context, then reranks and diversifies the result set. Authorized scope is enforced before anything reaches the user.
AUTHORIZED HYBRID SEARCHORGANIZATION SCOPE
Why did UAE enterprise conversion slow in July?
01
Revenue pipeline review — JulyQualified-stage conversion declined 11% · page 14
0.94
02
Pricing exceptions workbookUAE enterprise · sheet: approvals · cells G14:L21
0.89
03
Sales leadership transcriptSpeaker: VP Sales · 18:24–20:03
0.86
Metadata-aware
Source, date, classification, scope and structured fields can narrow the evidence set.
Entity-aware
Knowledge can carry organization, account, role, product, KPI and relationship projections.
Citation-ready
Page, slide, sheet/cell, section, line, speaker and timestamp locators survive into results.
Tenant + scope safe
Candidates are rechecked after backend retrieval; a permissive backend cannot widen access.
Explainable ranking
Diagnostics can show why accessible results ranked without exposing inaccessible candidates.
No accessible evidence? ServAI does not replace it with general knowledge.
The Knowledge surface is designed to say when organizational evidence is missing instead of filling the gap with a confident but ungrounded answer.
KNOWLEDGE → WORK
Knowledge should not end in a search result.
ServAI can carry an evidence-backed finding into a governed Mission or specialist workflow while preserving human authority.