Spojit
Features

Everything you can build

Workflow primitives, AI capabilities, data tools, code, observability, and 50+ ready-to-go integrations with 500+ agent-ready tools. Jump straight to what you need.

Miraxa, the intelligent layer across your automation

Builds workflows from a sentence, investigates failures, summarizes behaviour, and finds optimizations, across every feature here.

Workflow primitives

Every building block you need

Eight node types compose into anything: simple if/else, nested parallel branches, human-in-the-loop approvals.

AI agent node, anywhere in the flow

Drop frontier AI into any step. Plan, act, observe, recover. Drag in a triggers, branches, loops, transforms, and human-approval steps around it.

Triggers built in

Webhooks with signed URLs, cron schedules, inbound email, per-workflow mailhook addresses, manual runs, and chained calls from other workflows.

Meet the mailhook

Branching, loops, parallel

If/else, ForEach, While, parallel branches with fan-back-in. Compound conditions and nesting up to ten levels.

Explore parallel branching

Sub-workflows and reuse

Call another workflow as a step. Compose reusable building blocks instead of copy-paste.

Explore sub-workflows
AI capabilities

AI that does work, not just chat

Frontier models with multi-step reasoning, persistent memory, tool calling, and structured output. Embedded as workflow steps.

Multi-step reasoning agents

Agents plan a sequence of steps, call tools, observe results, and adapt. Recover from failure without your help. Backed by frontier Claude and Gemini models.

Explore AI agents

Persistent memory

Conversations and context persist across steps and sessions. Token-aware management keeps long runs coherent.

Explore persistent memory

Structured output

AI steps return predictable, typed data ready to flow into the next step. No flaky string parsing.

Explore structured output

Tool use, auto-discovered

Every connected integration becomes a tool agents can call — 500+ across 50+ connectors. Authentication and schemas handled for you.

Connect any API, no connector

Knowledge base, agent-aware

Drop PDFs, sheets, and docs into a vector store. Agents retrieve the right context at run time via semantic search. Use persistent collections for ongoing knowledge. Transient single-run collections auto-clean when the workflow finishes: ideal for one-off invoice and document extraction.

Explore the knowledge base
Data

Wrangle data without losing your mind

Visual mapping, formula functions, and inline code so you reach for the right tool for every transformation.

Schema mapping with live preview

Drag fields between source and target schemas with auto-suggested matches. See the result against real data, before you ship it.

Explore data mapping

Formula functions

Dates, strings, numbers, arrays. Apply transformations inline without writing code.

Explore formula functions

Filter, query, merge

Filter collections, query nested structures, join data from multiple sources, all visually.

Explore filtering & queries

Parse any format

CSV, JSON, XML, YAML, PDF parsing built in. Spreadsheets and email attachments included.

Explore document extraction
Code when no-code can't

Drop into JavaScript or Python

Sandboxed execution as a workflow step. Surgical control, no infrastructure to manage.

Inline JavaScript & Python

Run sandboxed JS or Python as a step. Full access to the previous step's output. Return a value, the workflow continues. No services to deploy.

Explore code steps

Standard libraries included

Date handling, validation, encoding, regex, math, fetch. The boring stuff is already there.

AI-assisted editing

Ask Miraxa to write or refactor a function from a natural-language description. Inline error feedback as you type.

Sandboxed by default

Each code step runs in an isolated sandbox with per-step timeouts and memory limits. No noisy neighbours.

Observability

See exactly what every workflow is doing

Real-time execution streaming, full run history, and step-level visibility built into the canvas.

Live execution streaming

Watch runs in real time. Nodes pulse, edges flow, status badges flip the moment a step finishes. No refresh button required.

Explore observability

Searchable run history

Every run logged with full step history. Search by workflow, status, time, or input.

Failed-run alerts

Notifications when a run fails, with the failing step and error in one click.

Per-step timing

Latency for every step on every run. Find the slow step in seconds, not after a war room.

Reliability

Built for production from day one

Durable execution, automatic retries, and back-pressure handling keep your workflows running through anything.

Durable execution

Workflows survive crashes, network blips, and bad deploys. Each step checkpoints state. When the platform recovers, the workflow picks up exactly where it left off.

Explore durable execution

Automatic retries

Transient failures get retried with smart exponential backoff. Rate limits handled automatically.

Explore error handling

Concurrent branches

Run parts of a workflow in parallel. Slash runtime on multi-API workflows without writing concurrency code.

Back-pressure aware

Rate-limit aware execution that respects every upstream API's constraints, so you don't get throttled.

Integrations

Connect the tools you already use

50+ ready-to-go integrations with 500+ tools across commerce, communication, data, and APIs. Build a custom connector when you need something we don't ship.

Commerce
Shopify

Products, orders, customers, inventory, collections, and discounts.

Commerce
WooCommerce

Products, orders, customers, and coupons via the REST API.

Commerce
BigCommerce

Products, orders, customers, categories, and catalog management.

Commerce
Adobe Commerce

Admin operations - products, orders, inventory, shipments, invoices.

ERP
NetSuite

Oracle NetSuite - customers, sales orders, invoices, SuiteQL, REST.

Payments
Stripe

Customers, charges, payment intents, invoices, products, subscriptions.

Hospitality
MarketMan

Restaurant inventory - orders, menu items, vendors, and reports.

Shipping
DHL Express

Rates, tracking, shipments, and pickup management via MyDHL API.

Shipping
ShipStation

Orders, shipments, labels, rates, carriers, and warehouse management.

Shipping
Shippit

Shipping quotes, order management, tracking, labels, carrier booking.

Shipping
SmartFreight

Rate calculations, consignment management, tracking, delivery options.

Messaging
Slack

Send messages, manage channels, search, and interact with workspaces.

Messaging
Front

Conversations, inboxes, contacts, messages, tags, and teammates.

Email
Resend

Send transactional email, manage contacts, and configure domains.

Email
SMTP Email

Send emails via any SMTP server - Gmail, Outlook, self-hosted.

Workforce
Deputy

Employees, timesheets, rosters, locations, and leave management.

Work OS
Monday.com

Boards, items, columns, updates, and workspaces via GraphQL.

Marketing
Klaviyo

Customer profiles, audience lists, campaigns, flows, event tracking.

Database
MongoDB

Query documents, run aggregations, and manage collections.

Database
MySQL

Execute queries, manage tables, and perform CRUD operations.

Files
FTP / SFTP

Transfer files via FTP, FTPS, or SFTP - browse, upload, download.

See it all in action

Spin up your first workflow on the free plan. No card needed.