MC8 · Tools · Webhooks
AI Automation via Webhooks
Webhooks are the universal language of modern software integration — almost every SaaS platform can send webhook events, and almost every AI workflow can be triggered by one. We design webhook-driven AI architectures that connect your existing tools to intelligent processing pipelines, enabling real-time AI responses to business events without custom API development for each integration.
What we build with Webhooks
CRM events: AI processes new lead webhooks and enriches records before human review
E-commerce: AI processes order webhooks and triggers personalised communication
Support: AI processes ticket webhooks and generates draft responses automatically
Monitoring: AI processes alert webhooks and generates plain-English incident summaries
Common questions
What infrastructure do we need to receive webhooks?
A reliable HTTPS endpoint that can receive POST requests. We typically deploy this as a serverless function (AWS Lambda, Vercel, Cloudflare Workers) for reliability and cost efficiency.
How do we handle webhook reliability and retries?
We implement idempotency keys, event deduplication, and dead-letter queues so that no webhook event is processed twice or lost due to temporary failures.
Can webhooks handle high-volume event streams?
Yes, with appropriate queue infrastructure. We implement message queues (SQS, RabbitMQ) between the webhook receiver and AI processing for high-volume scenarios.
How do we secure our webhook endpoints?
Via signature verification (HMAC), IP allowlisting, and authentication headers. We implement the appropriate security controls for each platform's webhook security model.
Want to integrate Webhooks into your business?
Start with the assessment. We will tell you if Webhooks is the right fit.
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