PLATFORM · SEARCH

Enterprise search that understands your data, not just your keywords.

Hybrid semantic + lexical search across every data source — documents, databases, emails, CRMs — with AI re-ranking and zero hallucinated citations.

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Search + Data AI

CandexAI Platform Capability

94%

Retrieval precision

3 sec

Avg query response time

50+

Connectable data sources

Zero

Hallucinated citations

How It Works

What Search + Data AI does for your enterprise

Traditional search fails the enterprise because it matches keywords, not intent. CandexAI's Search + Data AI combines vector embeddings with BM25 lexical matching in a hybrid retrieval pipeline, re-ranked by a domain-expert AI model that understands your specific vocabulary and priorities. Every answer is source-attributed, confidence-scored, and hallucination-checked. Your data stays in your infrastructure. No embeddings leave your network.

Hybrid vector + BM25 lexical retrieval

AI-powered re-ranking with confidence scores

Automatic source attribution on every answer

PII-aware redaction in search results

Real-time index updates as data changes

Natural language queries — no SQL required

Connectors for SharePoint, GDrive, Confluence, S3, SQL

Role-based content access filtering

Technical Specifications

Retrieval methodHybrid BM25 + dense vector (HNSW index)

Re-rankingCross-encoder model, domain fine-tuned

Embedding modelPrivate, on-prem — no external API calls

Index update latencyReal-time streaming or scheduled batch

Data connectors50+ via REST, webhooks, and native adapters

Access controlDocument-level RBAC enforced in retrieval

Real-World Impact

Search + Data AI in action

All Sectors

Internal Knowledge Base

85% fewer repeated questions

Employees ask questions in plain English. The AI finds the right policy document, SOP, or product spec — with a cited source.

Legal

Legal Precedent Search

10x faster research

Associates search case law and contracts in natural language. Relevant clauses surface with page references and confidence scores.

Healthcare

Clinical Reference Lookup

3 sec avg response

Doctors query clinical guidelines, drug interactions, and patient history in natural language from a single search interface.

BFSI

Regulatory Compliance Q&A

100% source-cited answers

Compliance officers ask plain-English questions about regulations. Every answer includes the exact clause and document reference.

“Our compliance team went from spending 2 hours on a regulation query to getting a cited answer in under 10 seconds.”
— Chief Compliance Officer, Insurance Platform

Explore More

Other platform capabilities

Multi-Agent Orchestration

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AI Engineering Tools

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No-Code + Pro-Code

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See It Live

Ready to deploy Search + Data AI?

Book a 30-minute technical session. We'll show you exactly how Search + Data AI works for your specific use case — live, not a slide deck.

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