Bots

Gathers structured company signals: product, pricing, hiring, and changelog crumbs.

Cross-checks company intel claims against sources and marks contradictions.

Checks every claim against sources in a tight loop until errors are zero or flagged.

Fans out research across sources and returns atomic claims with provisional citations.

Watches your free trial signups, finds where new users stall before paying, and drafts the onboarding nudges, emails and product fixes most likely to turn more trials into customers.

Narrates weekly startup operating metrics for the founding team.

Builds a comparison table of scouted listings with scored tradeoffs.

Keeps metric definitions clear and consistent across dashboards.

Debugs failed data pipelines with logs, lineage, and likely fixes.

Watches databases and warehouses for unexpected schema changes.

Summarizes team pulse surveys into themes and suggested actions.

Tracks customer health signals and flags accounts that need a save play.

Analyzes cloud spend in the vendor console and explains spikes.

Compares your team's monthly budget with actual spending, explains the biggest gaps in plain words, and drafts a short variance note for finance or leadership with a revised forecast.

When a metric spikes or drops, finds what changed and explains it.

Writes clear, honest readouts for A/B tests, including what you cannot conclude.

Reads your smart meter and smart-home devices, spots wasteful patterns like devices left on at night, and shifts flexible loads such as the dishwasher to cheaper hours when you allow it.

Explains complex SQL queries line by line and suggests faster versions.

Keeps you honest about your investments: you write a thesis for each holding, it watches earnings, filings and news, and tells you when the facts start contradicting your thesis.

Watches the products, flights or listings you care about, keeps a price history, and pings you only when the price falls below your target or hits a 90-day low.

Turns your dashboard numbers into a short weekly story of what changed and why.

Watches your training runs: summarises loss curves and metrics, detects divergence, NaNs and stalled GPUs early, and writes a comparison when runs finish.

Finds messy data problems in spreadsheets and suggests fixes.

Turns raw survey responses into charts, segments and plain-language findings.