Platform · Integrations

Universal data inputs

SaaS APIs, MCP, webhooks, and file drops — all through one normalization pipeline.

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Input Types

Every source, one pipeline

SaaS Tools

API-driven software feeding the normalization pipeline.

SalesforceHubSpotStripeZendeskJiraAsanaSlack

MCP (Model Context Protocol)

AI-native bridge for structured data access.

Local file systemsInternal databasesCustom data sourcesLegacy ERPs

Webhooks

Event-driven inputs with zero polling latency.

Custom eventsPayment notificationsForm submissionsIoT sensors

File Ingestion

CSV, PDF, XLSX through the same normalization pipeline.

CSV / PDF / XLSXBatch importsAutomatic normalization

Protocol Support

Four protocols. One schema.

SaaS APIs

60+ tools with field-level schema registry.

60+ integrationsField-level schemaAuto-mapping

MCP Protocol

AI-native bridge for controlled data access.

AI-native bridgeControlled data accessStandardized

Webhooks

Real-time ingestion with idempotency keys.

Real-time eventsIdempotency keysRetry-safe

File Ingestion

CSV, PDF, XLSX through the same normalization pipeline.

CSV / PDF / XLSXSame pipelineAutomatic normalization

Architecture

Integration services

Loader Service

High-velocity ingestion with Dead Letter Queue management.

Adapter Pattern

Consistent normalization regardless of vendor swaps.

Schema Registry

Versioned, auditable field mappings per connector.

Connect once. Never re-plumb.

Auto-upgrade when APIs change. Schema drift handled in the mapping layer.

The Adaptive Spine →
0+SaaS connectors
0Protocol types supported
< 0 minAverage connector setup
0.9%Ingestion uptime

Connector Deep Dive

Four paths in. One canonical format out.

Scroll to explore each integration method and how data flows into the Spine.

SaaS Connectors

OAuth connect in minutes. 60+ supported.

Salesforce, HubSpot, Stripe, Zendesk, Jira, Slack — connect once and the Spine handles schema changes automatically.

One-click OAuth flow for major platforms
Auto-refresh tokens with retry logic
Schema drift detection and auto-adaptation
Rate-limiting awareness with backoff queuing

Seamless Integrations

Connect your tools. Zero hassle.

Salesforce

CRM data, opportunities, contacts

HubSpot

Marketing, deals, engagement data

Stripe

Billing, subscriptions, invoices

Zendesk

Tickets, support metrics, CSAT

Slack

Messages, channels, alerts

Jira

Projects, sprints, issue tracking

Notion

Docs, wikis, knowledge bases

Google Workspace

Email, calendar, drive files

Grow your Spine.

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