Levity + Slack
Bring AI-Powered Decisions into Slack with Levity + tray.ai
Automatically classify, tag, and route data using Levity's no-code AI, then surface actionable insights directly in your Slack channels.
Why integrate Levity and Slack?
Levity and Slack are a natural pairing for teams that want intelligent automation without a detour through their developers' backlog. Levity's no-code AI blocks classify text, images, and documents without a single line of machine learning code, while Slack keeps everyone informed in real time. Together, they close the loop: AI decisions automatically trigger the right conversations, alerts, and actions in the channels your team already lives in.
Automate & integrate Levity & Slack
Use case
AI-Powered Customer Support Ticket Triage to Slack
When new support tickets arrive, Levity automatically classifies them by urgency, topic, and sentiment, then tray.ai posts a structured alert to the appropriate Slack channel — whether that's #support-urgent, #billing, or #product-feedback. Support leads can immediately see what type of issue came in and who should own it without opening a ticketing dashboard.
Use case
Content Moderation Alerts for User-Generated Content
Levity's image or text classification models review user-submitted content in real time and flag items that violate community guidelines. tray.ai then sends a Slack notification to the moderation team with the flagged content, the AI's confidence score, and a direct link to review and act.
Use case
Lead Qualification Notifications to Sales Channels
When new form submissions or inbound inquiries arrive, Levity classifies them by intent, company size signals, and product fit, routing high-quality leads to a dedicated Slack sales channel. Sales reps get a Slack message with the lead's details and Levity's qualification label so they can prioritize outreach right away.
Use case
Employee Feedback Sentiment Analysis and HR Alerts
Levity processes open-text responses from employee surveys or pulse checks, classifying sentiment as positive, neutral, or negative and identifying recurring themes. tray.ai delivers a Slack digest to HR leadership with sentiment trends and flags any responses that indicate urgent concerns requiring follow-up.
Use case
Document and Invoice Classification with Approval Routing
When documents, invoices, or contracts are uploaded to a shared drive or inbox, Levity classifies them by type and extracts key metadata. tray.ai then sends a Slack message to the appropriate approver with document details and a prompt to approve, reject, or request changes — turning a slow email chain into a fast Slack-based workflow.
Use case
Product Feedback Categorization and Roadmap Channel Updates
Levity monitors and classifies inbound product feedback from emails, review sites, or NPS tools, tagging each item by feature area, request type, or sentiment. tray.ai posts categorized feedback summaries to product team Slack channels so product managers can track trends without manually combing through raw responses.
Use case
Automated Image Tagging Pipeline with Slack Status Updates
For teams managing large volumes of visual assets — e-commerce product images or marketing creatives — Levity classifies and tags images automatically as they're uploaded. tray.ai sends Slack updates to creative or ops teams confirming batches have been processed and flagging any images that fall below confidence thresholds for human review.
Get started with Levity & Slack integration today
Levity & Slack Challenges
What challenges are there when working with Levity & Slack and how will using Tray.ai help?
Challenge
Mapping Levity Labels to the Right Slack Channels and Recipients
Levity can return many different classification labels depending on the model, and manually maintaining a mapping between those labels and the correct Slack channels or people is fragile and error-prone as teams and structures change.
How Tray.ai Can Help:
tray.ai's conditional logic and lookup table capabilities let you build dynamic routing rules that map any Levity label to the correct Slack channel or user. When your team structure changes, updating the routing is a visual, no-code edit — no touching the underlying integration.
Challenge
Handling High Classification Volumes Without Slack Noise
When Levity processes large volumes of items — hundreds of support tickets or content submissions per day — sending a Slack message for every classification event quickly overwhelms team channels and causes alert fatigue.
How Tray.ai Can Help:
tray.ai lets you build batching, throttling, and digest workflows so Slack notifications get grouped, summarized, or only sent for items that hit a certain priority or confidence threshold. Channels stay clean and worth reading.
Challenge
Keeping Levity Models Aligned with Business Rules That Change Over Time
As your products, categories, or support processes evolve, the labels and rules that govern what Levity classifies — and how those results should be acted on in Slack — need to be updated, which can create drift between the AI model and the downstream workflow.
How Tray.ai Can Help:
tray.ai decouples the classification logic in Levity from the routing and notification logic in the workflow. You can update Slack routing rules, message templates, or escalation thresholds in tray.ai without retraining your Levity model, so the two sides don't have to move in lockstep.
Challenge
Ensuring Slack Notifications Contain the Right Context Without Overwhelming Details
A raw Levity classification response contains technical fields that mean nothing to a non-technical Slack recipient. Translating that into a clear, actionable Slack message with just the right amount of detail requires careful data transformation.
How Tray.ai Can Help:
tray.ai's data mapping and message formatting tools let you compose rich Slack messages — including Block Kit layouts — that present Levity outputs in plain language, with only the fields that matter to the recipient, formatted for clarity and immediate action.
Challenge
Managing Errors and Failed Classifications Gracefully
If Levity can't classify an item due to ambiguous data, a model error, or an API timeout, a silent failure means work items fall through the cracks without anyone knowing they were missed.
How Tray.ai Can Help:
tray.ai has built-in error handling and retry logic that catches failed Levity calls and automatically routes a Slack alert to a designated ops or engineering channel. Failed items stay visible and recoverable without anyone having to babysit the pipeline.
Start using our pre-built Levity & Slack templates today
Start from scratch or use one of our pre-built Levity & Slack templates to quickly solve your most common use cases.
Levity & Slack Templates
Find pre-built Levity & Slack solutions for common use cases
Template
Classify Incoming Support Tickets with Levity and Alert Slack
This template watches a shared support inbox or helpdesk tool for new tickets, sends the content to Levity for classification by urgency and category, and posts a formatted Slack notification to the correct channel based on the returned label.
Steps:
- Trigger when a new support ticket or email is received in the connected inbox or helpdesk
- Send the ticket subject and body to Levity's AI classification model
- Post a Slack message to the mapped channel (e.g., #support-urgent or #support-general) with ticket details and the AI-assigned label
Connectors Used: Levity, Slack
Template
Route Qualified Leads from Levity to a Slack Sales Channel
This template captures new form submissions or CRM leads, runs them through a Levity lead-scoring AI model, and sends only the leads that meet a qualification threshold to a designated Slack sales channel with full context for the rep.
Steps:
- Trigger on a new form submission, CRM entry, or inbound inquiry event
- Pass the lead data to Levity for intent classification and qualification scoring
- Conditionally post to the Slack sales channel if Levity returns a qualified label, including lead name, company, and reason for qualification
Connectors Used: Levity, Slack
Template
Send Daily Levity Classification Digest to Slack
This template aggregates all items classified by Levity over a 24-hour period and compiles a structured daily digest posted to a chosen Slack channel — giving teams a clear summary of what was processed, how items were labeled, and what needs human review.
Steps:
- Schedule the workflow to run once daily at a configured time
- Query Levity for all classification events completed in the past 24 hours
- Format and post a digest message to the designated Slack channel with counts by label, confidence averages, and a list of flagged items
Connectors Used: Levity, Slack
Template
Flag Low-Confidence Levity Predictions to a Slack Review Channel
This template monitors Levity classification outputs and, whenever a prediction falls below a defined confidence threshold, automatically sends a Slack message to a human review channel with the original item and the uncertain label so a team member can make the final call.
Steps:
- Trigger each time Levity completes a classification task in the connected workflow
- Evaluate the confidence score returned by Levity against a configurable threshold
- If below threshold, post the item content, predicted label, and confidence score to the Slack review channel for human adjudication
Connectors Used: Levity, Slack
Template
Classify Employee Survey Responses with Levity and Notify HR in Slack
This template processes open-text employee survey responses through Levity's sentiment and theme classification model, then delivers a structured Slack summary to the HR team with sentiment breakdowns and any urgently flagged responses.
Steps:
- Trigger when new survey responses are submitted through the connected survey tool
- Send each open-text response to Levity for sentiment and theme classification
- Post a Slack message to the HR channel with the sentiment distribution and flag any responses labeled as urgent or negative for immediate follow-up
Connectors Used: Levity, Slack
Template
Automate Document Routing from Levity Classification to Slack Approvers
This template picks up newly uploaded documents, runs them through Levity to determine document type and required approver, and sends a Slack direct message to the relevant approver with document metadata and a clear call to action.
Steps:
- Trigger when a new document is uploaded to a connected storage location or email inbox
- Submit the document to Levity for type classification and metadata extraction
- Send a Slack DM to the mapped approver based on the Levity label, including document name, type, and a link to review
Connectors Used: Levity, Slack