Maximize Business Data Capitalization With Conversational Analytics Services
Our conversational analytics services, built with natural language processing modules, help instantly retrieve metrics, compare trends, deliver insights, and calculate metrics without manual analysis or complex graphs and dashboards.
Make Your Data ConversationalProven Conversational Analytics Expertise to Build On
Conversational Analytics Services for Smarter Data Insights
We build conversational AI analytics platforms that link AI with business data to deliver actionable insights, examine trends, and compare metrics for evaluation and opportunity identification using natural language processing.
Conversational Data Querying
Retrieve the appropriate information for any user queries about business data without writing SQL queries or navigating complex dashboards.
Natural Language to Data Queries
Access structured data queries by translating natural-language questions into the right information from your underlying data sources.
Conversational Business Intelligence
Go beyond retrieving numbers by helping users understand trends, changes, comparisons, and patterns within their business data.
Multi-Source Data Intelligence
Allow users to ask questions across datasets, systems, and business functions through a unified conversational experience by connecting multiple existing or new business data sources.
Adaptive Data Analysis
Deliver answers that are meaningful within the organization's specific business environment through context, historical data, definitions, and relevant business metrics.
Interactive Analytics & Summaries
Create a comprehensive natural-language summary of business performance, trends, KPIs, and findings to transform complex information into easily understandable datasets.
AI Data Exploration
Query follow-up questions, drill into results, compare periods, and investigate the reasons behind changes through interactive data exploration.
Get Data-Driven Business Insights With No Complex Dashboards
Make it easier for your teams to enquire, discover insights, uncover opportunities, and tackle challenges with confidence for better decision-making.
Access Conversational Business IntelligenceConversational Analytics Services Across Industries
Engineering industry-aligned conversational AI analytics around data, metrics, workflows, and decision-making needs, making business intelligence more accessible and delivering relevant and actionable insights.
SaaSEnquire with users about the use of products, behavior, revenue, retention, and operational performance for a rapid and better understanding of business trends to drive outcomes.
.png&w=2048&q=75)
ISVsAnalyze products, customer usage patterns, and business data to find realistic insights guiding product strategy and growth.
BFSIUnderstand business performance and instantly retrieve information with financial, customer, operational, risk, and compliance data queries analytically and strategically.
FinTechNatural-language queries and analytical conversations help you interact with transactional, customer, and financial data, and risks involved in your business.
RetailUse the sales, customer, inventory, product, and behavioral data of your business with conversational AI analytics to understand performance, trends, and available opportunities.
ManufacturingQuery across production, quality, supply chain, operational, and IoT data for better operational visibility and informed decision-making.
LogisticsIdentify trends and answer operational questions faster by interacting with shipment, fleet, warehouse, route, and supply chain details of your business data.
TravelTurn booking, customer, pricing, operational, and behavioral data into optimal and contextual insights for your business using natural language processing queries.
HealthcareRecognize trends and critical patient operational queries rapidly with direct interaction through EHR records, diagnostic data, hospital capacity metrics, and resource allocation.
EducationAchieve contextual insights with natural language processing from automated enrollment, student performance, platform analytics, behavioral data, and institutional operations.
Unlock Conversational Analytics For Your Industries
Explore your trusted business data with advanced NLP queries and AI-powered analytics with an interactive dashboard for simple understanding and confident, informed decision-making.
Explore Conversational Analytics Solutions- Align and connect enterprise data sources
- Simplify complex datasets for informed decisions
- Identify opportunities, trends, and existing risks
- Query in natural language without difficulty
- Surface insights that offer value
Security & Compliance In Conversational Analytics Services
Conversational analytics can process customer, employee, health, financial, and confidential information depending on the source data. Xcelore manages access, minimization, redaction, retention, and evaluation while accounting for the applicable use-case obligations.
Security
Conversation Data Protection
Access Controls
PII Redaction
Retention Controls
Model Evaluation
Auditability
Compliance
GDPR
ISO/IEC 42001
NIST AI RMF
ISO/IEC 27001
SOC 2
DPDP Act
CCPA/CPRA
HIPAA
GLBA
PDPL
Technology For Conversational Analytics Development Services
Develop conversational analytics platforms that unite business data, AI models, semantic comprehension, and governed data infrastructure to enable users to examine and analyze data using natural language.
LLM & Gen AI Models
Enable natural-language interactions with business data with large language models that retain conversational context and deliver clear, relevant answers from your data.
Natural Language to SQL
Develop natural-language questions into structured queries that retrieve relevant information from governed business datasets.
Semantic Layer
Create a business-aware layer that understands metrics, dimensions, relationships, definitions, and business terminology to improve the accuracy of analytical responses.
RAG & Grounding
Connect conversational AI responses with trusted enterprise data and knowledge sources so answers remain relevant, contextual, and connected to the underlying business information.
AI Agents
Fetch data, perform analytics, investigate deeper questions, and manage end-to-end data workflows with AI agent deployment.
Data Engineering
Build the pipelines, transformations, integrations, and data foundations required to make business data accessible and reliable for conversational analytics.
Data Governance
With conversational analytics consulting services, implement data quality, lineage, access, ownership, privacy, and governance practices to your business for enhanced experiences.
AI & Data Observability
Monitor data quality, query performance, AI responses, usage, and system behavior to continuously improve reliability and accuracy.
Engineering With a Modern Conversational Analytics Stack
OpenAI
Anthropic Claude
Google Gemini
Llama
Power BI
Tableau
Looker
Qlik
Snowflake
Databricks
BigQuery
dbt
semantic models
LlamaIndex
LangChain
pgvector
Qdrant
Pinecone
GraphQL
OpenAI
Anthropic Claude
Google Gemini
Llama
Power BI
Tableau
Looker
Qlik
Snowflake
Databricks
BigQuery
dbt
semantic models
LlamaIndex
LangChain
pgvector
Qdrant
Pinecone
GraphQL
Query Your Data Anything, Get Trusted Answers.
Connect your business data with AI to create a conversational analytics experience built around your organization's metrics, context, and decision-making needs.
Xcelore Process For Conversational Data Intelligence
Our process combines business understanding, data engineering, semantic modeling, AI integration, security, and continuous evaluation to create conversational experiences that provide reliable answers from trusted business data.
Understand Business Queries
Explore and resolve questions your teams need to answer, KPIs to use, decisions, and the business context behind the queries.
Assess Data Ecosystem
We evaluate your data sources, architecture, quality, accessibility, relationships, and gaps that could affect conversational data experiences.
Design Semantic Foundation
We define the data architecture, semantic layer, business definitions, metrics, relationships, and access rules required to interpret business questions correctly.
Build Intelligence Layer
Integrate LLMs, natural-language processing, query generation, grounding, retrieval, and analytical capabilities with your governed business data for outcomes.
Verification & Evaluation
Analyze query accuracy, data retrieval, analytical responses, AI outputs, security, business context, and performance against real-world business scenarios and user queries.
Deploy & Enable Teams
Embed conversational analytics experience into applications, platforms, or workflows where users need access to reliable business insights.
Real-Time Optimization
Monitor data usage, quality, query performance, response accuracy, and user feedback continuously to improve the conversational experience over time.
Why Xcelore for Custom Conversational Analytics Services?
Proven Data Capabilities
Develop reliable conversational analytics experiences with a key understanding of both the data foundations and AI capabilities.
Core Business Context
We design around your organization's business terminology, metrics, KPIs, relationships, and decision-making processes.
Simple Governed Insights
We connect AI responses to trusted business data while incorporating governance, access controls, and data quality practices.
Connect Data Environments
Integrate conversational experiences within existing databases, warehouses, data lakes, APIs, ERP, CRM, and enterprise systems.
Production-Ready Engineering
Achieve scalability, security, reliability, performance, and continuous evolution with business conversational analytics consulting services.
AI-Native Approach
Utilize our expertise in LLMs, RAG, semantic layers, natural-language querying, and agentic AI to advance capabilities where they create meaningful value in the business.
Why Xcelore for Custom Conversational Analytics Services?
With an effective collaboration of data engineering, AI, LLM, analytics, and product engineering concepts to make complex business data easier to access, understand, and act upon, we aim to help businesses communicate with their data more efficiently.
Develop reliable conversational analytics experiences with a key understanding of both the data foundations and AI capabilities.
We design around your organization's business terminology, metrics, KPIs, relationships, and decision-making processes.
We connect AI responses to trusted business data while incorporating governance, access controls, and data quality practices.
Integrate conversational experiences within existing databases, warehouses, data lakes, APIs, ERP, CRM, and enterprise systems.
Achieve scalability, security, reliability, performance, and continuous evolution with business conversational analytics consulting services.
Utilize our expertise in LLMs, RAG, semantic layers, natural-language querying, and agentic AI to advance capabilities where they create meaningful value in the business.
Let’s talk
Bring Your Ideas to Reality
Partner with tech catalysts who turn ideas into impact.
Frequently Asked Questions
How do Conversational Analytics Services work?
Conversational AI analytics understands a user’s question, maps it to relevant business metrics and data, retrieves or analyzes the essential information, and presents the result in a natural, human-understandable response.
Can users ask questions about our existing business data?
Yes. Conversational analytics is designed in such a way that it connects with the existing databases, warehouses, lakes, APIs, and enterprise systems in accordance with access and governance controls.
Can business users ask follow-up questions?
Yes. Conversational analytics development services help maintain context, allowing users to drill down, compare results, inquire about changes, or explore related information through follow-up questions.
How does Xcelore ensure conversational business intelligence is accurate?
With trusted data sources, semantic layers, grounding, governed query generation, validation, evaluation, and continuous monitoring of the business data, we tend to improve the accuracy and reliability of all AI analytics responses.
Is it possible that different users have access to different data?
Yes. Users can only retrieve information they are authorized to access, with role-based access and data-level permissions incorporated for them.
Will conversational analytics services replace BI dashboards?
No, conversational analytics does not necessarily replace dashboards. Instead, it complements the existing business intelligence dashboards by providing a natural-language interface for data exploration, answering ad-hoc questions, and discovering new and accurate business insights.
Can conversational analytics for enterprises work with AI agents?
Yes. Conversational AI agents are designed to perform multi-step data retrieval, analysis, investigation, and other actions depending on the user’s requests and defined permissions to achieve business goals.
How does conversational analytics generally differ from speech analytics?
Traditional speech recognition maintains a focus on keyword audits and identification of conversational sentiments. Conversational analytics services are for businesses and marketers who aim to understand customer intent and offer valuable insights for project optimization and market growth.
Access Business Data With Ease, Understand, and Act On
Provide teams with a conversational means of evaluating reliable business data, gaining insights, and finding accurate solutions to the business queries that influence daily decisions.