Chatbots workflows

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

For each chat-captured email, it pulls company details from a web enrichment lookup, computes a fit-plus-intent priority score with an LLM, writes the ranked lead to Airtable.

Scores caller sentiment on each ElevenLabs voice call, and when frustration or churn-risk language is detected.

Scores caller sentiment on each ElevenLabs voice call, and when frustration or churn-risk language is detected.

Answers Discord questions from your ReadMe developer docs and logs every interaction with its confidence score to Airtable, opening an Intercom ticket only when confidence is low.

Catches HR questions the concierge bot can't resolve, classifies them by topic and sensitivity, opens a tracked ticket in the HR Postgres.

Gives employees a Slack slash command that returns their current PTO balance from your HR system plus the relevant accrual policy from the handbook, in a private ephemeral reply.

On a weekly schedule, scans the HRIS for employees carrying high unused PTO balances and DMs each one a personalized Slack nudge encouraging them to book time off.

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…

On a schedule, parses service runbook pages in Confluence and upserts owner, on-call, runbook URL, and SLA into the Postgres service catalog so the ownership bot always answers…

An agent assigned to a request handles it end to end in Slack — searching Confluence, asking clarifying questions, filing a Linear ticket when action is needed.

Listens to your website chatbot, scores each visitor conversation for buying intent.

An agent reviews the Zoom transcript, opens Linear tickets for committed action items with the right owners.

A pre-trip planning form submission triggers a full-trip reimbursement simulation across flights, hotel, meals, and ground transport.

A Slack slash command that runs a plain-English Honeycomb latency query, shows the p95 breakdown, and on confirmation files a Linear ticket pre-filled with the slow service.

Powers a customer-facing reschedule page: a webhook from your portal triggers a free/busy lookup on the shared calendar, returns conflict-free slots for the customer to choose.

Sends access requests that fall outside auto-grant rules to the designated approver as an interactive Slack message, then provisions a GitHub team membership on approval.

An on-demand chat bot the incoming engineer messages with questions like 'what's still open?'.

When an offboarding event fires, the workflow gathers all of a departing employee's entitlements from the matrix, revokes the GitHub-backed ones.

An agent reviews a flagged offender's complete record against your moderation policy, drafts a ban recommendation with reasoning.

Transcribes a caller's spoken request, classifies intent with an LLM, and either answers order status by voice from Postgres or routes other intents to a human queue.

Reads each incoming Zendesk chat, classifies it as a sales opportunity or a support request, answers product FAQs inline for support.

Answers onboarding questions from docs, but when the retrieved docs don't confidently cover the question it escalates to a human in Slack instead of guessing.

When a Zoom activation call gets booked from an Intercom chat, enriches the lead in HubSpot, logs the meeting, and posts an AI-written prep brief to the assigned rep in Slack.

Powers a Discord slash command that answers members from your Notion knowledge base, citing the source pages, and replies privately so the channel stays clean.

When a user's strike count crosses a hard threshold, this opens a Linear issue with the full offense history and pings the moderation lead in Discord so a human decision is…

Captures ban-appeal form submissions, pulls the appellant's original offense history from Postgres, has an LLM assess whether the appeal addresses the actual violations.

Voices answers to accessibility-mode Intercom visitors, but when the LLM is unsure it posts a spoken holding message and sends a Slack summary so a human can take over fast.

Voices answers to accessibility-mode Intercom visitors, but when the LLM is unsure it posts a spoken holding message and sends a Slack summary so a human can take over fast.

When a caller hangs up or asks for a callback in the voice IVR, ElevenLabs speaks a callback offer and the call's intent is summarized and logged to the support queue so an agent…

A Slack slash command that searches your ReadMe docs, answers the question in the channel with inline source links, and quietly logs a suggestion when the matched docs were thin.

Answers a Slack /docs question from ReadMe, and when confidence is low, escalates by @-mentioning the on-call subject expert in the thread with a pre-drafted summary instead…

Answers a Slack /askdocs question from ReadMe, and when no page adequately covers the topic.

On a schedule, reviews the week's logged docs questions, clusters the ones ReadMe couldn't answer well.

Lets the ElevenLabs voice agent answer FAQs around the clock, and for calls received outside business hours that need a human.

When a teammate runs /improvedocs in Slack with a correction, the agent finds the relevant ReadMe page, drafts the revised Markdown.

An agent-driven concierge that holds multi-turn Discord conversations, fetches and re-checks Notion docs as needed, and decides on its own when to resolve, ask a follow-up.

When the onboarding bot repeatedly fails to confidently answer questions about the same setup step, it files a deduplicated Linear issue so the product team can fix…

When the concierge has to escalate because no help-center article covered the user's onboarding question, it logs the documentation gap and files a Linear task to write…

On a schedule, reads the day's deflected IVR callbacks from Postgres, clusters them by intent into a summary, synthesizes a spoken daily briefing.

Transcribes a field worker's voice memo, extracts the structured details, and files a new field report row in Airtable matched to the right site record.

Ask /deploystatus <project> in Slack to get the current live Vercel deployment, the commit it points to, and every recent flag toggle and rollback from the audit log.

An on-call engineer asks the bot to explain a Datadog alert; the bot replies with metric context and suspect deploys.

When a Datadog monitor fires, this workflow automatically posts a context-rich reply in the alert's Slack thread with the metric graph, the owning team, and the last three deploys.

When an external guest replies that a proposed time doesn't work, the bot reconciles Outlook and Google Calendar availability to find a slot both sides can take.

Accepts a recorded voicemail via webhook, transcribes it, matches the caller to a Salesforce account.

Turns a recorded site inspection walkthrough into a structured Notion page filed under the correct property, with findings broken into a checklist and flagged items surfaced.

Triages Discord questions, auto-answers the easy ones from Coda, and routes anything the doc can't resolve or that looks like a bug into a Linear issue with full context…

Answers benefits questions in Teams by combining policy text from Confluence with the asker's own eligibility and plan tier stored in Postgres, so responses are specific to them.

An agent in Teams resolves multi-step benefits questions by reasoning over the HR Confluence space and prior resolved questions in Postgres.

Handles /access slash-command requests in Discord by classifying the resource's risk level.

Answers employee IT and policy questions in Discord from your indexed Confluence docs, and opens a Linear ticket automatically when it can't find a confident answer.

Runs every night to find IT policy pages that are stale or contradict recent answers, then posts a digest to Discord and opens Linear tickets to get them updated.

On a schedule near the end of each on-call shift, this bot compiles open alerts and in-flight incidents into a structured Notion handoff page so the next engineer has a durable.

On a schedule, finds users who started but stalled on an onboarding step in Postgres and sends each a proactive Intercom message with the exact doc walkthrough for that step.

When a GitLab pipeline fails, this workflow automatically parses the failing job log and posts the root cause to a Discord channel, pinging the commit author so nobody has to ask.

When an employee's HR question requires personal data, this flow opens a tracked HR ticket, redacts sensitive details from logs.

When an employee's HR question requires personal data, this flow opens a tracked HR ticket, redacts sensitive details from logs.

When the benefits bot can't ground an answer in Confluence, it opens a tracked escalation to HR in Teams and logs the gap in Postgres so the knowledge base can be improved.

When a new hire joins, an agent-driven concierge in Teams proactively walks them through key HR policies from Confluence, answers their questions in context.