The Data Migration Event Horizon.
Stop writing disposable Python scripts and paying exorbitant SaaS fees just to move your own data. Singularity is the Universal Data Import Hub built directly into the Aeion OS Kernel. Featuring 102 native connectors across 23 categories, visual field mapping, and automated data transformation pipelines, it ingests legacy data from platforms like Salesforce, Shopify, and NetSuite flawlessly.
The Ultimate Migration Engine
102 Native Connectors
Don't build custom API integrations. Singularity ships with 102 connectors across 23 categories out-of-the-box. Instantly pull CRM data from Salesforce or Hubspot, order data from Shopify or BigCommerce, and financial ledgers from NetSuite or QuickBooks.
Universal Format Parsers
Need to import an old spreadsheet? Singularity natively parses CSV, JSON, XML, XLSX, IIF (QuickBooks), OFX (Banking), and vCard formats directly in the browser, chunking massive gigabyte files into memory-safe payloads.
Visual Field Mapper
A powerful drag-and-drop interface. Map "Customer Name" from your old legacy system to the `firstName` and `lastName` fields in the Aeion CRM. The visual engine catches schema mismatches before you ever run the import.
Data Transformation Registry
Messy legacy data? Clean it on the fly. Attach "Transformers" to specific fields during the import. Tell the engine to autonomously execute `parse_currency`, `title_case`, or `extract_phone` (normalizing to E.164 standard) as the data streams into the database.
Dry-Run Preview
Never corrupt your database. Click "Dry Run" to process the first 500 rows. Singularity executes all parsing, transformation, and Zod schema validation, rendering a detailed preview report of what *would* happen, highlighting errors safely.
Resilient Batch Import Engine
Massive data migrations take time. Chunks records into optimal batch sizes, inserting them into PostgreSQL while providing a real-time progress bar. If an API rate limit is hit, the job pauses and safely resumes from the exact checkpoint.
Run It Again Whenever You Need To
Smart Upserts
Pick a matching field (an external SKU, an email address) and Singularity checks the destination collection on each run — if a match exists, it updates that record instead of inserting a duplicate. Re-run an import job as often as you like (manually, or from your own external scheduler calling the API) without doubling your data.
Cross-Collection Routing
A single CSV row might contain a Customer Name and their associated Company. Singularity allows you to route one data source into multiple Aeion collections simultaneously, natively establishing the relational foreign keys on the fly.
The Connector Catalog — 102 Native Integrations across 23 Categories
Hospitality (14)
Apaleo, Cloudbeds, Eviivo, Guesty, Hostaway, Hotelogix, InnRoad, Little Hotelier, Lodgify, Mews, Opera, RoomRaccoon, SiteMinder, WebRezPro — pull reservations, guest profiles, and rate plans straight from whichever PMS your portfolio already runs.
CRM (8)
Salesforce, HubSpot, Pipedrive, Zoho, Capsule, Copper, Insightly, Nimble — bring contacts, deals, and pipeline history over without re-keying a single lead.
Commerce (8)
Shopify, BigCommerce, WooCommerce, Amazon Seller, eBay, Etsy, Walmart, Wayfair — import your full product catalog, order history, and customer records from every channel you sell on.
Marketing (7)
Mailchimp, Klaviyo, ActiveCampaign, Constant Contact, Mailgun, Marketo, SendGrid — carry over subscriber lists and campaign history so your sender reputation and segments survive the switch.
Developer (7)
GitHub, GitLab, Bitbucket, Azure DevOps, CircleCI, Jenkins, Linear — migrate issues and CI history into one place instead of reconciling five dev tools by hand.
Support (6)
Zendesk, Freshdesk, Intercom, Help Scout, Slack, Microsoft Teams — bring ticket history and macros along so agents aren't starting from a blank knowledge base on day one.
Finance (6)
QuickBooks, Xero, FreshBooks, NetSuite, Sage Intacct, Stripe — move your chart of accounts, invoices, and transaction history without an $80K implementation-agency invoice.
Social (4)
Facebook, Instagram, LinkedIn, Twitter/X — pull audience and engagement history in alongside the rest of your customer data.
Recruiting (4)
Greenhouse, Lever, BreezyHR, JazzHR — bring candidate pipelines and interview history with you instead of restarting the funnel.
BI (4)
Looker, Tableau, Power BI, Metabase — point existing dashboards at your new source of truth without redesigning every report.
Analytics (4)
Amplitude, Mixpanel, Segment, Google Analytics — preserve historical event data so year-over-year comparisons don't reset to zero.
Payroll (3)
ADP, Gusto, Rippling — bring employee and payroll history over for a clean HR handoff.
Collaboration (3)
Google Drive, OneDrive, SharePoint — import shared files and folder structure without asking every team to re-upload their own.
Payments (2)
PayPal, Braintree — reconcile historical transactions against the rest of your finance data in one place.
HRIS (2)
Workday, BambooHR — bring employee records over intact for onboarding continuity.
Healthcare (2)
Epic (FHIR), Cerner (FHIR) — pull clinical records via the FHIR standard for health-system migrations.
ERP (2)
Microsoft Dynamics 365, SAP Business One — move core operational data off a legacy ERP without a multi-month consulting engagement.
Security (1)
Verkada — bring device and access-event history into your unified data model.
POS (1)
Square — import transaction and inventory history straight from the register.
Fleet (1)
Samsara — pull vehicle and telemetry history over for logistics continuity.
Construction (1)
Procore — bring project and RFI history over for active job continuity.
Communications (1)
Twilio — import message and call history alongside your other customer touchpoints.
File Parsers (11 app imports + 7 file formats)
Airtable, Asana, Box, ClickUp, Confluence, Dropbox, Google Sheets, Jira, Monday, Notion, Trello, plus native parsers for CSV, JSON, XML, XLSX, IIF (QuickBooks), OFX (banking), and vCard — if it exports a file, Singularity can read it.
The Migration Lifecycle — Five Phases, One Engine
Phase 1 — Discovery. Connect a source system via OAuth (or API key). Singularity introspects the source schema: collections, fields, relationships, total record counts, last-modified timestamps. Renders a "what we found" report so you know what's available before you commit.
Phase 2 — Mapping. Visual drag-and-drop field mapper. Pick destination Aeion collections. Map source fields to destination fields with optional Transformers. Built-in templates for the 12 most-common migration paths (Salesforce → Aeion CRM, NetSuite → Aeion Finance, etc.).
Phase 3 — Dry-Run Preview. Process the first 500 rows end-to-end through parsing, transformation, and Zod schema validation. The output is a structured preview report listing successful records, validation errors per field, and a row-by-row diff of what would be written. Zero side effects. Iterate the mapping until the preview is clean.
Phase 4 — Batch Import. Resume-safe streaming import with optimal batch sizing (chunks of 100-1000 records, automatically tuned to the destination collection's write throughput). Real-time progress bar with rows/sec, ETA, and per-collection error counts. If the source API rate-limits, the job pauses and resumes from the exact checkpoint — no duplicate inserts, no lost records.
Phase 5 — Re-Run When You Need To (optional). Singularity doesn't run a background scheduler for you, but a job's configuration is saved, so re-running it later (say, for a phased rollout) is one click — no need to redo the field mapping. Combined with smart upserts (matching field → update, not insert), repeated runs stay idempotent instead of creating duplicates. If you want it truly automatic, trigger the same import via the API from your own cron/scheduler.
Transformers — Built-In Data Cleaning
Text
`trim`, `lowercase`, `uppercase`, `title_case`, `slugify`, `strip_html`, `normalize_whitespace`
Numbers
`parse_currency` (handles $1,234.56 / €1.234,56 / etc.), `parse_percent`, `round`, `clamp`
Phone
`to_e164` (normalizes to E.164 standard with country-code inference)
`to_lowercase`, `strip_plus_addressing`, `validate`
Dates
`parse_date` (handles 20+ common formats), `to_iso8601`, `extract_year`, `to_timezone`
Names
`split_first_last`, `extract_honorific`, `extract_suffix`
Address
`parse_us_address` (street/city/state/zip), `geocode` (lat/lng via configured provider)
ID
`to_ulid`, `to_uuid_v7`, `prefix_with` (e.g., `cust_` prefix for legacy IDs)
Conditional
`default` (fill nulls), `coalesce` (first non-empty), `if_then_else` (per-row branching)
Custom
BYO transformer as a typed `(value, row, ctx) => result` function
Frequently Asked Questions
Singularity pauses the job and stores the exact checkpoint (last processed row). When the rate-limit window expires, the job resumes from the checkpoint — no duplicate inserts, no lost records. You can also configure a "slow mode" that intentionally throttles below the source's rate limit to avoid lockouts during initial historical pulls.
Two core differences. (1) **Native, not third-party** — Singularity writes directly to Aeion collections; no intermediate warehouse, no transformation lag. (2) **Visual field mapper** — you don't write SQL or YAML schemas; map fields by clicking. One thing it isn't: a continuous-sync/ETL scheduler. Fivetran and Airbyte are built around always-on scheduled pipelines; Singularity is an on-demand import engine you re-run when needed (manually, or triggered by your own scheduler via the API), with smart upserts so repeat runs don't create duplicates.
Yes. Singularity includes a generic REST connector — at no extra cost — with OAuth 2.0 flow configuration, custom pagination, custom rate-limit handling, and schema introspection from a sample response. GraphQL works the same way. For SOAP or proprietary protocols, write a custom adapter yourself — or contact us about a white-glove build.
Two paths. (1) Add a custom field to the destination Aeion collection (Aeion collections are extensible at runtime via the schema engine). (2) Discard the field during mapping. Singularity's preview phase tells you exactly which source fields have no mapping target, so you decide intentionally.
Not through Singularity — every connector today is one-directional (read from the source, write to Aeion), so there's no built-in export/push path back out. For a hybrid deployment where you need Aeion data flowing into a legacy reporting warehouse during transition, you'd export via Aeion's API and load it into the target system yourself.
A 500K-record Salesforce migration to Aeion CRM is about 4-8 hours of mapping + 30-90 minutes of import for most teams. NetSuite (with its quirky API + many object types) is closer to 2 days. QuickBooks Online via OAuth is the fastest — about 2 hours end-to-end including reconciliation.
Yes. Singularity supports field-level redaction during mapping (mark a field as PII → it's encrypted at rest in the staging table and excluded from logs). For GDPR / HIPAA workloads, configure the destination collection with appropriate access controls before import; Singularity respects them on write. Pseudonymization Transformers (deterministic hashing with a tenant-owned key) are included at no extra cost.
Singularity is always read-only against sources — every connector only fetches data, it never writes back. Your migration never modifies the source system.