Cogni Board — Autonomous AI Dashboards

Created by team Teknikki on July 07, 2026
Unicorn Track

Cogni Board is an autonomous AI agent that turns raw business data into fully-formed, interactive dashboards — no SQL, no BI tooling, no manual chart-building required. Point it at a PostgreSQL database or an Inflectiv knowledge base, describe what you want to understand in plain English, and the agent plans the right mix of KPIs, trend charts, breakdowns, and forecasts, retrieves the supporting data, and builds each component with full provenance — every number traces back to the query or passage that produced it, so nothing is hallucinated. A key feature we built for this round: users no longer need to know their own database schema. Paste a PostgreSQL connection string and the agent automatically introspects the full schema, generates LLM-written descriptions of every table, and picks the right table — or joins across foreign-key-linked tables — for each individual question. Multiple data sources (Postgres and Inflectiv) can be saved and switched between instantly, without ever re-entering credentials, since secrets are encrypted at rest. Beyond dashboard generation, Cogni Board includes a direct chat mode for quick factual questions against your data, live streaming of the agent's reasoning as it plans and retrieves, and the ability to switch a generated chart's visual type after the fact. Under the hood: a FastAPI backend, PostgreSQL for application state, and an LLM pipeline that runs primarily on Fireworks AI's Gemma models — hosted on AMD hardware — with automatic fallback to OpenRouter. Every user-supplied connection is hardened against SSRF/DNS-rebinding, runs strictly read-only with a statement timeout, and every generated SQL query is validated to allow only a single SELECT statement.

Category tags: