Architecture

Real infrastructure.
Not a shell agent.

Most agent builders write a skill file, wire up a few MCP servers, and hand you a shell agent running in an isolated sandbox. Kalcend is built differently. It runs on production messaging infrastructure, long-running stateful agents, and a Builder that generates real integrations and knowledge bases, not config files.

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Kalcend
Messaging infrastructure
Queued · ordered · retried at scale
Messaging

Built for real traffic.

When a customer messages your agent, it doesn't poke a process in a container. It flows through high-volume messaging infrastructure that handles delivery, retries, and ordering at scale, so the agent holds up whether it's ten conversations or ten thousand.

Human in the loop

Knows when to ask.

Agents pause for approvals, sign-in, and OTP, and hand control to a person for anything sensitive. When a request needs judgment, it escalates to your team on Slack or a shared inbox, with the full thread attached.

Builder

More than a skill file.

The Builder learns your business, generates a custom knowledge base from your docs, writes real integrations with signed webhooks, and tests every build in a live playground before it ships. Not a prompt and a tool list.

Kalcend
Integrations

Connected to your stack.

43 preset integrations
Connect Gmail, Slack, Notion, Stripe, HubSpot, Calendar, and more in one click.
Any other API on demand
Describe the endpoint and the Builder writes the tool schema, then validates it live.
Webhooks done right
HMAC-SHA256/512, Basic, Bearer, API key, and IP allowlists, stacked and verified.
Your own data
Read and write your database, files, and spreadsheets directly from an agent.
Runtime tools

What your agents can actually do.

Memory & reminders

Holds context across turns and schedules deferred actions up to 28 days out.

Knowledge (RAG)

Answers from your PDFs, docs, and spreadsheets via a generated knowledge base.

Files & spreadsheets

Reads and writes files, and runs SQL over your CSVs and sheets.

Database & servers

Queries and writes to your database, and runs shell commands over SSH.

Browser automation

Navigates, acts, and extracts, handing off to a human for sign-in or OTP.

Multi-agent

Agents trigger and notify each other, and escalate to a person when needed.

FAQ

What Kalcend does, in detail.

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Voice Agent
Inbound phone agent that books appointments.
Webchat
AI chat widget for your website.
WhatsApp
Replies to inbound WhatsApp.
Slack
Internal assistant in Slack.

Build me a voice agent that books dental appointments on Google Calendar.

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Kalcend

Kalcend builds and runs custom AI agents for your business, across every channel and connected to your tools. For enterprises, we deploy custom models inside your own infrastructure, so your data never leaves.

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