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AI ⇄ Business productivity

Autopilot to Full Enrich integration — real-time, two-way sync

Keep Autopilot and Full Enrich in sync without custom scripts. Cut weeks of integration work, eliminate silent data drift, and give your team a single, reliable source of truth.

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Adopted by fast-scaling companies moving mission-critical data in real time

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Why teams connect Autopilot and Full Enrich

Feed Full Enrich's records into Autopilot for indexing, classification, and generation, then land the model's output back on those same records, in real time and in both directions.

Autopilot works on data it does not own. The records, conversations, tickets, messages, and events it needs to embed, classify, summarize, or answer questions about actually live in Full Enrich, the tool the team uses every day. So the value of Autopilot depends on two flows that most teams stitch together with a custom script or a one-time export: getting Full Enrich's data in, and getting the model's results back out to where people can act on them. When either flow runs on a batch or a stale snapshot, the model reasons over yesterday's data and its output never reaches the record it belongs to.

Stacksync syncs Credits, Enrichment requests, Contacts, Enrichment results from Full Enrich into Autopilot continuously, so the model always works from current records instead of a snapshot, and writes Custom Fields, Smart Segments, Journeys (Triggers), Activities, the scores, labels, summaries, drafts, and embedding metadata Autopilot produces, back onto the matching record in Full Enrich. The sync is field-level and keyed on a stable identifier, so every output attaches to the exact record it came from and each system keeps its own extra fields untouched.

You decide the direction and the trigger conditions per field: pull records one way to build and keep a retrieval corpus current, push results the other way onto the operational record, or both.

Common use cases

  • 01 Mirror List and Smart Segment membership into a warehouse to power attribution and audience analytics alongside other sources.
  • 02 Stream Activities into a warehouse so opens, clicks, and journey steps sit next to product and revenue data for lifecycle reporting.
  • 03 Route enrichment completions via webhook into a database that keeps contactability status current.
  • 04 Enrich new CRM contacts with verified emails and mobile numbers as they are created.

Common sync patterns

Every output routes back to the right record

Because each item is matched on a stable identifier, an Autopilot result always attaches to the record in Full Enrich it was computed from, with no manual reconciliation.

Build a retrieval corpus from Full Enrich's records

Records, tickets, messages, or events from Full Enrich sync into Autopilot so they can be indexed, embedded, or retrieved as context, without a hand-built extraction job.

Keep the model's knowledge current

As records change in Full Enrich, the synced copy in Autopilot updates within seconds, so retrieval and generation reason over live data rather than a stale export.

What you can sync between Autopilot and Full Enrich

Representative objects on each side — any object or custom field can map to any target. Schemas are auto-detected; types are converted between the two systems.

Autopilot objects Full Enrich objects How this pairing syncs
Contacts Core people records (email, name, custom fields, list and segment membership); upserted two-way as the primary sync object. Contacts The person inputs (name plus company or domain) sent for enrichment. Same entity on both sides — records pair one-to-one and field-level changes reconcile in both directions. Custom fields on either side are included in the mapping.
Smart Segments Rule-based dynamic audiences; membership is computed by Autopilot, so it is read-only over the API. Enrichment results Completed records fetched by request ID or delivered via webhook. Smart Segments is specific to Autopilot and Enrichment results to Full Enrich — each maps to any object or custom field on the other side.
Journeys (Triggers) Automation journeys; a contact can be added to a journey via its trigger endpoint to start automated email or SMS sequences. Emails Returned addresses with verification status, written back to the CRM or database. Journeys (Triggers) is specific to Autopilot and Emails to Full Enrich — each maps to any object or custom field on the other side.
Activities Per-contact activity and event history (opens, clicks, journey steps); read-only feed used for engagement reporting. Phone numbers Returned mobile and direct-dial numbers from the provider waterfall. Activities is specific to Autopilot and Phone numbers to Full Enrich — each maps to any object or custom field on the other side.
Lists Static contact lists; membership is readable per list and writable by adding or removing contacts. Credits Account balance consumed on successful finds; monitored to pace sync jobs. Lists is specific to Autopilot and Credits to Full Enrich — each maps to any object or custom field on the other side.
Custom Fields User-defined contact properties (string, number, date, boolean); discovered so field keys map cleanly to destination columns. Enrichment requests Submitted batches of contacts to enrich; processed asynchronously by the waterfall. Custom Fields is specific to Autopilot and Enrichment requests to Full Enrich — each maps to any object or custom field on the other side.

How changes propagate between Autopilot and Full Enrich

Each direction of the sync is driven by what the source system can signal and what the destination accepts — detection, delivery, and expected latency below.

Autopilot Full Enrich Interval-based propagation

DetectionStacksync polls Autopilot for changes on an incremental schedule, reading only records changed since the previous pass. No CDC.

DeliveryEach detected change is written to Full Enrich through its API, with automatic retries and rate-limit backoff.

Full Enrich Autopilot Sub-second propagation

DetectionFull Enrich notifies Stacksync of record changes through webhook events. Webhook callbacks when enrichment batches complete, with polling of result endpoints as a fallback.

DeliveryEach detected change is written to Autopilot through its API, with automatic retries and rate-limit backoff.

Rate-limit considerations

  • Autopilot: The REST API is capped at 100 requests/minute per account; exceeding it returns HTTP 429. Enterprise plans can request a higher limit. Contact writes accept an array for bulk upsert, and list and segment reads paginate via a bookmark cursor.
  • Full Enrich: Subject to the platform's API rate limits and per-batch size constraints.
What ships with Autopilot ⇄ Full Enrich

Connect Autopilot and Full Enrich for flexible, real-time data sync.

Real-time sync, workflow automation, event queues, EDI, and monitoring, for every Autopilot–Full Enrich connection.

Real-time

Two-way sync

Changes in Autopilot or Full Enrich instantly reflect in both systems. No stale data, no manual imports.

No-code + pro-code

Workflow automation

Trigger automated workflows whenever Autopilot or Full Enrich data changes, update records, fire webhooks, or kick off sequences without brittle API scripts.

At scale

Event queues

Handle millions of events per minute without losing a single Autopilot or Full Enrich record.

Observability

Monitoring

Track your Autopilot ⇄ Full Enrich sync health, view errors, and replay failed events in one click.

Trading partners

EDI

Transform legacy EDI complexity into simple database interactions between Autopilot and Full Enrich.

How the Autopilot and Full Enrich connectors work

Autopilot

Integration surface
REST API (Autopilot v1); Autopilot rebranded to Ortto in 2021 and the newer Ortto API co-exists with the legacy Autopilot endpoints
Authentication
Per-account API key sent in the autopilotapikey request header (generated in account settings); requests use Content-Type application/json against https://api2.autopilothq.com/v1/
Change detection
No CDC; incremental sync polls the /contacts endpoint with bookmark cursor pagination and updated timestamps. Journey webhook actions can push specific contact events, but there is no general change-subscription webhook, so polling is the reliable path.
Capabilities
read · write
Rate limits
The REST API is capped at 100 requests/minute per account; exceeding it returns HTTP 429. Enterprise plans can request a higher limit. Contact writes accept an array for bulk upsert, and list and segment reads paginate via a bookmark cursor.
Autopilot setup guide

Full Enrich

Integration surface
REST API with asynchronous bulk enrichment endpoints
Authentication
API key (Bearer token)
Change detection
Webhook callbacks when enrichment batches complete, with polling of result endpoints as a fallback
Capabilities
read · write · webhooks
Rate limits
Subject to the platform's API rate limits and per-batch size constraints
How it works

How to connect Autopilot to Full Enrich — three steps, no code

Configure and sync within minutes, no code. Whether you sync 50k or 100M+ records, Stacksync handles the queues, infra, and plumbing. Integrations are non-invasive and need zero setup on your systems.

  1. 01

    Connect your apps

    Authenticate Autopilot and Full Enrich with each platform's native method — OAuth, API keys, or service accounts — plus secure options like SSH tunneling, IP whitelisting, and VPC peering.

    • OAuth 2.0
    • SSH tunnel
    • VPC peering
    Autopilot connected
    Full Enrich connected
    OAuth 2.0
    SSH tunnel
    SSL certificate
    VPC peering
  2. 02

    Choose tables

    Pick the Autopilot and Full Enrich objects to sync — Stacksync auto-detects both schemas, including custom fields where the platform exposes them. Sync to existing tables, or let Stacksync create new ones with ideal data types.

    • Standard objects
    • Custom objects
    • Auto-schema
    objects · Autopilot ⇄ Full Enrich
    Customers 12,480
    Sales Orders 8,213
    Invoices 5,902
    Items 1,344
  3. 03

    Map fields

    Fields map automatically even when names and types differ. Stacksync handles transformation and type casting for you, zero configuration required.

    • Auto-map
    • Type casting
    • Transforms
    Autopilot Full Enrich
    Company company_name text
    Email email text
    Amount amount numeric
    Created created_at timestamp
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FAQ

Autopilot and Full Enrich integration FAQ

SECURITY

Security teams trust Stacksync

As a data company, we understand the importance of keeping your data secure. Stacksync is built with security best practices to keep your data safe at every layer, and is DPF-certified for US, EU, UK and CH data transfers.

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SSO & SCIM

Let your users access Stacksync from your centralized user management systems. Works with Okta, Azure, Google SSO and more.

Alerts

Immediately get alerted about record syncing issues over email, Slack, PagerDuty and WhatsApp. Resolve issues from a centralized dashboard with retry and revert options.

Secure connection options

Securely connects to your systems with:

OAuth 2 SSH Tunnelling SSL certificates IP Whitelisting VPN gateway VPC peering and more

Related integrations

Every pair below is a real-time, two-way sync. Search all 359 integrations available for Autopilot and Full Enrich.

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