How TalkToBase Works: From Question to Precise Report in 3 Seconds
The complete lifecycle of our autonomous AI analyst: secure replica connection, semantic schema indexing, multi-model consensus, and mathematical verification.
5-Step Architecture: From Question to Precise Report in 3 Seconds
Zero-impact connection to your database replica with 100% mathematical precision and zero hallucinations.
Secure Read-Only Replica Connection
TalkToBase connects exclusively to a dedicated read-only replica via encrypted SSH tunnel or WireGuard VPN. The database user possesses strict SELECT-only privileges.
Semantic Schema & Business Logic Indexing
The platform builds a semantic graph of your schema, mapping obscure technical identifiers (ERP table IDs) to intuitive business terminology (Inventory, Invoices, Cash Flow).
Multi-Model AI Consensus Engine
Your query is processed by an orchestrator: Claude 3.7 Sonnet structures multi-table join logic, Gemini 2.5 Pro analyzes broad context, and DeepSeek R1 validates calculation formulas.
AST Syntax Validation & Anti-Hallucination Sandbox
Generated SQL passes an Abstract Syntax Tree (AST) validator. It verifies syntax, executes a sandbox dry-run, and reconciles check sums before presenting final figures.
Instant Delivery to Telegram & Executive Web
Executives receive a structured report with key findings, data tables, dynamic charts, and a single-tap download link for detailed Excel spreadsheets.
Real-Time Data Flow Architecture
Complete data isolation: your trade secrets and customer records never leave your control.
Technical Reliability & Security Guarantees
0% Production Performance Impact
All analytical compute runs on isolated read replicas. Even complex multi-year queries will never slow down operational transactions.
Strict Read-Only Enforcement
Data modification permissions are blocked at the database engine level. It is physically impossible to alter or delete records.
Zero-Storage Privacy Model
TalkToBase does not store database snapshots. Data is processed in volatile memory only during report compilation and immediately purged.
Frequently Asked Technical Questions
Does integration require company downtime?
No. Connecting the read-only replica is done in the background with zero server restarts or operational downtime.
How does TalkToBase handle heavily customized database schemas?
Our semantic indexer scans metadata and automatically resolves custom registers and tables within minutes.
Can TalkToBase be deployed on-premise in an isolated network?
Yes. Enterprise tiers include Docker/Kubernetes packages for fully air-gapped on-premise installations.
Order Your Free TalkToBase Evaluation Pilot
We will connect a test replica in 15 minutes and demonstrate how AI answers real questions about your business.