Monitoring workflows

On a low Zendesk CSAT rating, routes the recovery by account value: high-value accounts get a CSM Slack alert and a calendar call.

Watches a policy@ inbox, drafts a cited answer from your Confluence and Drive knowledge base, and either auto-sends it or routes low-confidence questions to a human for review.

On a Linear epic edit, an AI agent compares the new acceptance criteria against the kickoff baseline to judge whether the change is true scope expansion versus a clarification.

Scores each incoming email for urgency and sender importance, then routes it to the right tool — urgent client asks become Linear issues with tight SLAs.

On a BigQuery audit-log webhook for any newly created or replaced table, classifies its columns for PII and, if sensitive fields are unprotected, files a Linear ticket and pings…

Detects high-urgency deflected IVR calls (outage, churn risk, VIP), synthesizes an immediate callback offer.

Fires the moment a registrant submits the webinar form, enriches and scores them instantly, and routes high-fit leads to a rep while logging everyone for nurture.

When a PagerDuty incident fires, an agent reads the alert, retrieves and reasons across multiple runbook pages, correlates recent GitHub changes.

An agent that investigates a flagged drifting mutual action plan end to end — reading the deal history, deciding the right recovery move per silent milestone, and executing nudges.

Scrapes a transcript on a webhook trigger, scores guidance vs actuals, and only when a material miss is detected, escalates a Slack alert plus a detailed Notion brief.

On every new PagerDuty incident, retrieves the closest matching past postmortems and posts a suggested remediation runbook with citations directly into the incident's Slack…

When your CMS publishes a page, this checks every link on it in real time and, if any are broken or redirect, posts an immediate Slack alert and opens a Linear issue so the page…

When a PagerDuty incident triggers, retrieves the relevant Dropbox specs and runbooks for the affected service and posts a grounded incident briefing into the incident's Slack…

Transcribes a field voice report, classifies severity, and routes routine notes to a Slack channel while escalating anything flagged critical to PagerDuty.

When a deploy webhook arrives, waits for a bake window, compares span latencies before and after the release, and if a regression is detected.

When a Zendesk tag's ticket volume spikes above its baseline, an agent investigates the cluster, decides whether it's a known issue or a documentation gap.

When a GitHub security advisory matches a dependency you use, identify which internal services import the vulnerable code path and page the owning team only if a real call site…

When a new earnings transcript is published for a watched competitor, compares its themes to last quarter's and posts a Slack alert only if a theme materially appears…

Watches incoming Zendesk tickets, scores their sentiment, and when one account crosses a frustration threshold within a rolling window it opens a HubSpot task and pings…

Scans Zendesk macros against linked Confluence articles weekly and opens a deduplicated Linear issue for each macro that contradicts current docs.

Scans every newly published Loom recording's on-screen text for exposed credentials, revokes confirmed secrets at the source, and pages the security team.

After access is revoked, this workflow gathers proof from Slack, GitHub, and Google Drive, writes a structured row per system to a Postgres audit ledger.

When a partner CSV fails validation, an agent diagnoses whether the failures are schema drift or dirty data, files a Linear issue with the analysis.

On a freshness alert, an agent investigates across BigQuery, Honeycomb, and dbt logs, writes a plain-English root-cause hypothesis, and posts a summarized incident brief to Slack.

Every morning an agent crawls a watchlist of competitor sites and the web for the prior 24 hours, summarizes what changed with sources.

When a watched dependency publishes a new release, determine which monorepo packages import it and notify each package's CODEOWNERS with a tailored summary of what changed…

Sweeps both BigQuery and Snowflake on a schedule, consolidates every newly detected sensitive column into a single Airtable data-governance register.

Watches an Airtable base for new webinar attendee rows, enriches each person and their company, scores them against your ICP.

Monitors a watchlist of competitors and detects when any of them is announced as a sponsor or speaker at an upcoming event.

When a webhook reports Dropbox usage crossing a quota threshold, prunes the oldest non-release artifacts until usage drops under target and pages on-call via PagerDuty if it can't.

On a new-hire event from HR, checks which baseline Cloudflare Access apps the role should have, compares against what is actually granted.

Watches Cloudflare for a surge in 5xx responses and, when origin errors confirm a real outage, writes and auto-publishes a degraded-service banner to your status page…

Parses each Front vendor invoice, checks it against a history table for duplicates, archives the source PDF to S3 with a normalized key, and alerts AP when a duplicate is caught.

An agent watches new Loom standups, extracts blockers, decides whether each belongs to engineering, design, or ops, and opens it in the right board (ClickUp or Linear)…

When a foreign invoice trips the FX drift threshold, an agent gathers the invoice, rate history, and counterparty context.

Scans the day's bank and Stripe transactions against a rolling baseline in BigQuery, flags outliers like unusual large debits or duplicate charges, and alerts finance on Slack.

Listens for a Sentry alert that a just-promoted release's crash-free rate has dropped below threshold, immediately re-aliases the previous Vercel deployment.

An agent monitors creative fatigue, decides which creatives to retire, generates and reviews refresh variants against brand guidelines.

On a Honeycomb burn-alert during a canary, an agent correlates the regression against the GitHub diff, recent error traces, and infra changes.

Runs nightly across the archived contracts in S3, re-hashes every PDF against its registered baseline.

Watches your flag-management Postgres table for flags that have sat at 100% rollout past a grace window.

Once a week, summarizes all card, license, and revision changes across your watched HuggingFace models into a single readable digest page in Notion and posts the link to Slack.

When your contract system posts a new document version via webhook, it diffs the indemnity and liability clauses against the prior version and, only for high-risk changes.

When a finance system webhook reports a new large invoice, it checks the vendor's spend history in BigQuery and pings procurement in Slack only when the charge is an outlier…

Each morning the bot diffs the Snowflake catalog against yesterday's snapshot and posts a Slack digest of new, renamed, dropped, and re-typed columns so the team learns about…

Receives tenant maintenance requests from a web form via webhook, detects emergencies (flooding, gas, no heat, electrical hazard), and pages the on-call vendor over Slack…

On a Datadog alert, retrieves matching runbook guidance and decides whether the on-call can self-resolve in Slack or whether the spike warrants an immediate PagerDuty page…

When a Datadog monitor fires, this looks up the matching runbook knowledge base and posts a plain-English 'why this spiked' answer to Slack with linked Confluence citations.

On a Datadog monitor alert, classifies severity, drafts a 'degraded service' advisory with OpenAI, announces it in Slack for sign-off.

A webhook fires before a presigned download URL is issued; it scans the requested S3 object for PII, blocks the share and archives evidence to Dropbox if found.

Receives a funding alert via webhook, runs deep research on the company, and delivers a structured pre-call brief to the rep in Slack with an Attio task linking back…

When a PagerDuty alert fires, the bot automatically enriches it by comparing the alerting metric to its Datadog historical baseline and attaching the matching runbook steps.

When Datadog detects an anomalous blocked-request spike, it correlates the offending traffic in Cloudflare and opens a GitHub pull request adding the candidate firewall rule…

Transcribes a post-meeting voice memo, scores deal risk from the language used, always logs the recap to Attio.

When several people from the same company star your repo, group them as buying-signal evidence, create or update a HubSpot company record.

Twenty-four hours before each external Outlook meeting this checks the web for recent news about the attendee's company, drafts timely talking points.

Before a meeting tagged as a renewal, checks Attio deal health and usage signals, and if the account looks at risk.

Every Monday, monitors a tracked list of competitors across web and their changelog pages, summarizes what changed in the last week, and posts a ranked digest to Slack.

Takes a draft document from Google Drive, extracts every factual claim, researches each one against live sources, and writes back an annotated audit marking claims as Supported.

Builds a unified daily inventory of every classified PII column across both Snowflake and BigQuery, writes the versioned snapshot to R2.