Auto-reply to inbound text messages with AI
When an incoming text message arrives in Spot-Hit, use VLM Run to generate an intelligent answer and send it back to the customer.
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How Knit builds this workflow
The Agent researches both APIs and wires the trigger on one side to the action on the other — no pre-built connector required. Here is the vocabulary it has to work with.
Spot-Hit Explore Spot-Hit →
TriggersFires when a new text message is received in Spot-Hit.
Fires when a new call comes in or out through Spot-Hit.
Fires when a call is missed in Spot-Hit.
Fires when a call recording finishes processing in Spot-Hit.
Sends a text message through Spot-Hit.
Starts an outbound call via Spot-Hit.
Creates or updates a contact in Spot-Hit.
Sends a recorded voice message via Spot-Hit.
VLM Run Explore VLM Run →
TriggersFires when VLM Run generates a response to a prompt.
Fires when a request to VLM Run errors or times out.
Fires when a fine-tuning job in VLM Run finishes.
Sends a prompt to VLM Run and returns the model's response.
Uses VLM Run to summarize a block of text.
Uses VLM Run to classify or extract structured data from text.
More Spot-Hit + VLM Run workflows
Summarize call recordings automatically
When a new call recording becomes available in Spot-Hit, pass the transcript to VLM Run to extract key takeaways and summary points.
See details
Send urgent text alerts on failed model runs
When a model run fails in VLM Run, instantly send a text message via Spot-Hit to notify the engineering team.
See details
See all Spot-Hit + VLM Run integrations → · Browse the full workflow library →
Common questions
Can Knit build “Auto-reply to inbound text messages with AI” between Spot-Hit and VLM Run?
Yes — describe it in the box above and Knit's Integrations Agent researches Spot-Hit and VLM Run's public API docs (or your own uploaded docs) and builds a working workflow, whether or not either app already has a pre-built connector.
How long does it take to build?
Minutes to a first working version, not weeks — you test it against real data before it goes anywhere near production.
How can AI enhance automated SMS responses?
When customers text your business, VLM Run can process the incoming message, extract key insights, or generate an intelligent reply, which Spot-Hit then sends directly back to the customer.
Can I get text alerts when an AI job encounters an error?
Yes, whenever a run fails in VLM Run, an automated alert can be dispatched through Spot-Hit so your team can investigate immediately.