Chata.ai

What Chata.ai does

Chata.ai is a self-service proactive analytics solution that connects directly to an enterprise’s database to deliver timely, accurate insights through natural language and AI-powered alerts. The technology creates custom language models for proprietary data and deploys entirely within the enterprise’s secure environment, ensuring no sensitive data leaves the systems. Chata.ai enables users at all levels of the organization to get answers and surface key insights in real time, without writing code or waiting on data teams. It uses proprietary deterministic AI to ensure reliable, repeatable, and audit-ready results, offering a cost-effective alternative to GenAI tools. The platform is designed for teams with role-based permissions and built for compliance and long-term sustainability. It monitors data across systems and sends actionable insights before performance is impacted, helping teams act proactively.

Products

• Chata.ai PlatformA self-service proactive analytics solution that connects to enterprise databases, delivering timely, accurate insights through natural language and AI-powered alerts. It creates custom language models for proprietary data and deploys within secure environments.
• Data MessengerA secure, conversational interface that translates natural language into trusted, auditable database queries, powering natural language querying within the Chata.ai platform.
• AutoQLA developer tool for building custom language models to enable secure, self-serve analytics. It ensures accuracy and consistency through a standardized semantic layer and offers robust security and scalability features.
• Data AlertsA powerful, deterministic alerting engine that constantly scans connected data sources to detect changes and send notifications with immediate context, driving action without manual analysis.

Key capabilities

• Self-service analytics
• Proactive analytics
• Deterministic AI
• Custom language models
• Flexible deployment (cloud, hybrid, on-premise)
• Cross-source insights
• Natural language querying
• AI-powered alerts
• Automated reporting
• Real-time data monitoring
• Enterprise-grade security (ISO 27001, SOC 2 Type II)
• Full governance & auditability
• Role-based access controls (RBAC)
• Row-level security (RLS)
• Column-level security (CLS)
• Multi-tenancy by design
• Cost-efficient inference (CPU-based)
• Supports 100+ languages
• Explainable outputs with full SQL visibility
• Zero data movement
• Standardized semantic layer
• Identity Provider (IdP) integration (SAML, OAuth, OpenID Connect)
• No-code rule builder for business users
• Automated anomaly & KPI shift detection
• Context-aware insights
• Integration with existing workflows (MS Teams, Slack, Excel, embedded portals)

Use cases

• Streamline data access across sources
• Deliver reliable insights automatically
• Discover reasons behind changes
• Reduce manual reporting workload
• Enable self-service BI while maintaining governance
• Query live data with natural language
• Boost data adoption
• Cut ad-hoc requests
• Proactive finance analytics
• Recover millions in truck waiting-time losses
• Reduce railway downtime with proactive monitoring
• Climate-adaptive inventory management
• Field reps using location data to drive in-store sales
• Automate revenue recovery for transportation
• Reduce dispatch chaos
• Improve fleet readiness
• Automate insight discovery across data sources
• Automate business reporting and analysis
• KPI tracking tailored to business needs
• Monitoring across data sources
• Detecting detention risk in real time

AI approach

Chata.ai utilizes proprietary 'deterministic AI' to provide self-service proactive analytics. This AI approach focuses on generating explicit, executable queries from natural language input, ensuring reliable, repeatable, and auditable results without hallucinations. It trains custom language models on proprietary data and database structures. The platform supports both independent operation and integration with other AI agents/Gen AI models, and uses CPUs for inference to optimize cost and performance.

Tech named: deterministic AI, natural language processing, conversational user interface, dynamic query building, natural language understanding, deterministic AI, AI-powered alerts, custom language models, proprietary deterministic AI, AutoQL, deterministic inference engine, probabilistic language models, AI-agents, Gen AI models, CPUs for inference, LLMs

Industries served

• Finance
• Transportation
• Fast Fashion
• Logistics

What it says sets it apart

• Deterministic AI: reliable, repeatable, and audit-ready, no hallucinations or probabilities
• Up to 99.8% lower cost than GenAI tools due to CPU inference
• Designed for teams with role-based permissions
• Built for compliance and long-term sustainability
• Custom language models for proprietary data
• Deploys entirely within the enterprise’s secure environment (zero data movement)
• Surfaces issues and opportunities in real time, enabling proactive action
• Accurate, reliable, and auditable results
• Maximizes data & BI-driven ROI by delivering insights through natural language
• Full governance & auditability with existing RBAC and data permissions, and audit trails
• Supports 100+ languages for global team adoption
• Works where teams work (Teams, Slack, Excel, embedded portals)
• Explainable outputs with full SQL visibility for every query
• Enterprise-grade controls (RBAC, data permissions, audit logs)
• Proprietary deterministic AI ensures insights are based on ground-truth data, not token prediction
• Logical isolation enforced at query, execution, caching, and audit layers for multi-tenancy
• Native enforcement of row-level (RLS) and column-level security (CLS)
• Cost-efficient inference for enhanced ROI using CPUs instead of GPUs
• Models understand business metrics and terminology for context-aware results
• Cross-source monitoring combines signals from multiple systems into one unified update

Funding rounds we track

From the AI funding tracker — rounds as reported by the linked publications.