T7 Solution builds executive and operational dashboards on your warehouse and business systems — with live KPIs, drill-downs and AI insights that answer 'why' not just 'what'.
Off-the-shelf BI tools drown execs in charts. What they need is a small set of KPIs, drill-downs when they want them, and an AI that answers 'why is revenue down this week?' in plain English.
We build custom business dashboards on top of your warehouse (Snowflake, BigQuery, Postgres) or directly on operational systems — with live data, alerting and an AI analyst.
Every dashboard ships with role-based views (CEO vs COO vs plant manager), scheduled exports, and Slack/email alerting on threshold breaches.
Real-time metrics with configurable comparison windows (WoW, MoM, YoY).
From any KPI, drill into the underlying cohort, region or SKU in one click.
Ask 'why is churn up this month?' in natural language and get a cited answer.
Threshold alerts to Slack/email and scheduled morning digests for exec inboxes.
Snowflake, BigQuery, Redshift, Postgres — connected via read replicas or dbt models.
CEO, COO, CFO and function heads each see the KPIs that matter to them.
5–15 KPIs per role, not 200 charts nobody reads. We ruthlessly cut noise.
LLM analyst that queries the warehouse, cites data, and explains movements in plain English.
Metrics defined in dbt, not duplicated per dashboard — one number, one definition.
Morning digests, mobile-friendly views, and Slack alerts — meets execs where they are.
Production AI modules we drop into your business dashboard development build.
Production ML for forecasting, churn, risk and pricing — trained on your data.
Production-grade GPT, Claude, Gemini and open-source LLMs — grounded in your data.
AI-native automation that reads, decides and acts across your systems.
Multi-agent architectures that plan, use tools and complete complex tasks.
For standard reporting, use them. For a curated exec view with AI-powered explanations and operational alerts, custom wins on focus and iteration speed.
Yes — Snowflake, BigQuery, Redshift, Databricks, Postgres. We prefer dbt-modelled metrics so definitions stay consistent.
An LLM with tool access queries your warehouse via typed schemas, then explains results with citations — no hallucinated numbers.
6–10 weeks for a scoped exec dashboard with 3–5 KPIs, alerts and the AI analyst.
Talk to a senior AI consultant from T7 about your industry, workflow, or product idea. Free, no commitment — reply within one business day.
Compare the other frameworks and app types, or explore where web meets AI.
Internal admin panels that ops teams actually enjoy using
Multi-tenant SaaS web apps with billing, auth and admin baked in
Self-service customer portals that cut support load
SKU-level forecasts that release working capital, not just improve MAPE.
S&OP-grade forecasting, replenishment and scenario planning.
Real-time fraud scoring across payments, claims and identity.