Capsule to Lightfield Migration

MIGRATION OVERVIEW

Why teams migrate from Capsule to Lightfield

The core problem

Migrating from Capsule CRM to Lightfield is a data-model translation problem with no native one-click migration path available. Capsule organizes its data around a unified Party entity (covering both people and organizations) with linked Entry objects for activity history, while Lightfield separates records into distinct Accounts, Contacts, and Opportunities with an AI-indexed unstructured context layer. The fundamental architectural gap means that Capsule's polymorphic Party records must be split and re-linked, pipeline stage definitions must be pre-created in Lightfield, and historical activity entries cannot be bulk-imported as native email objects. A viable migration requires either a CSV export combined with Lightfield's agentic import, a custom API-to-API pipeline using Capsule REST API v2 and Lightfield's REST API, or a hybrid of both approaches.

Why this matters for your migration

KEY CHALLENGES

What makes this migration complex

These are the architectural mismatches and technical hurdles specific to a Capsule to Lightfield migration.

Most Critical

Polymorphic Party Entity Split

Capsule stores people and organizations as a single unified Party object, requiring every record to be programmatically split by type and re-linked as separate Lightfield Account and Contact objects before loading.

Blocks all downstream imports if mapped wrong

Pipeline and Stage Pre-Configuration

Lightfield requires that all opportunity stages be created in its data model before deals are imported, meaning each Capsule pipeline's milestones must be manually mapped and provisioned in Lightfield first.

Historical Entry History Import

Capsule's activity entries (notes, logged emails, call logs) are stored as separate linked objects and cannot be bulk-loaded as native Lightfield email objects, requiring import as notes or transcripts via the API.

Custom Field Schema Translation

Capsule and Lightfield support different field type sets, and controlled-vocabulary field types such as dropdowns and multi-selects require all option values to be pre-created in Lightfield or imports will silently drop or fail on unrecognized values.

Projects Object Has No Native Target

Capsule Projects have no direct equivalent in Lightfield's default schema, requiring a decision to build a custom object, flatten records into notes and tasks, or retain projects in a separate tool before cutover.

File Attachments Excluded from Export

Capsule's bulk account export ZIP excludes all file attachments entirely, requiring each attachment to be retrieved individually via the API, which significantly increases extraction complexity and time.

COMPLETE COVERAGE

Intelligent Human-Verified Data Mapping

Our migration engineer precisely maps every data point from Capsule to Lightfield, ensuring perfect continuity for your customer support operations.

Parties (Contacts)

Contacts

Organisations

Accounts

Persons

Contacts

Opportunities

Tasks

History Entries

Notes

Every migration risk, already solved

Migration between platforms is full of edge cases. Our engineers have identified every risk from Capsule to Lightfield and built proven solutions for each one.

High complexity

Custom Fields

Mismatched field types between Capsule and Lightfield, particularly freeform text migrated into select fields or multi-select tags with variant spellings, risk silent data loss or validation failures during import.

Solved
Entries (Notes and Activity History)

Entries must be fetched separately per record at a tighter 50-items-per-page API limit and cannot be imported as native Lightfield email objects, with CSV exports risking silent truncation of note content beyond 32,000 characters in Excel.

Solved
Projects

Capsule Projects have no default target object in Lightfield and require either a custom object build, data flattening, or process redesign before migration, making this the highest-effort mapping decision in the entire migration.

Solved
File Attachments

File attachments are excluded from Capsule's bulk CSV export entirely and must be individually retrieved via API, making them the most operationally complex data entity to migrate at scale.

Solved

Custom engineering

Contacts (People Parties)

People records map relatively cleanly to Lightfield Contacts, but orphaned contacts without an organization link require a pre-migration decision on placeholder account handling or enrichment-based resolution.

Handled
Accounts (Organisation Parties)

Organization records map to Lightfield Accounts with mostly direct field equivalents, but phantom company name references on person records can produce orphaned account names with no matching Account object in Lightfield.

Handled
Opportunities

Opportunities require Accounts to be fully loaded first and all pipeline stages pre-created in Lightfield, and fields like probability and lost reason have no native target and must be mapped to custom attributes.

Handled
Tags

Capsule tags are freeform labels with no direct Lightfield equivalent and must be mapped to either Lightfield labels or a multi-select custom field, requiring normalization of variant spellings before migration.

Handled

Clean transfer

Tasks

Tasks are straightforward to-do records linked to parties, opportunities, or projects, though tasks linked to Projects require the Project mapping decision to be resolved first before they can be correctly associated in Lightfield.

Clean
Pipeline and Stage Definitions

Pipeline and milestone definitions are metadata that must be pre-created in Lightfield before opportunity loading, but the mapping process itself is low-risk as long as stage configuration is completed and validated before any deal records are imported.

Clean

What Our Customers Say

Real migration stories

Direct Review

“They were SO helpful. We had a few hiccups because our migration was in the middle of the process, but they were really flexible and did multiple delta migrations for us. We were able to map a lot of our old ticket data so it's usable for comparisons in the future.”

Direct Review

“Overall a great experience. We had to go back a few times to get everything just right, which was totally expected. The transition was smooth, and there was no data loss.”

Direct Review

“One of the easiest migrations I've ever been through. The team took care of everything — all our data, customer interactions and macros. The process was clear, straightforward and we felt supported all the way. An absolutely seamless experience for our support team and our customers.”

Direct Review

“Fantastic at both guiding us through the process and helping us fix things as they come up and dial them in.”

Reviewed on G2

“The ease of the process and that ClonePartner was informing me what was going on at every step. If you're on the fence, do it. ClonePartner are great!”

See all customer stories →

CUSTOM MIGRATION

Fully customizable engineer-led migration

Tailor your migration from Capsule to Lightfield exactly to your needs with our flexible customization options. Our experts will configure the perfect migration plan for your business.

Migration Filters

Data Types

ZERO DOWNTIME

Your timeline. Our engineers.

A dedicated engineer runs your migration, planned around your schedule and your data.

No babysitting a wizard. Avoid debugging errors yourself.

Looking for a more detailed migration timeline?

Contact our team

Speed

The migration timeline depends on both our turnaround time and yours.

We can complete a migration in under a day when the accounts are connected and the sample migration is approved promptly.

Background Sync

We also support migrating the newest records first, so you can go live faster while the rest of the data is synced in the background.

Data Volume Impact

Larger data volumes may require longer migration windows.

Continuous Operation

Weekend migrations minimize disruption to your customer service operations.

MIGRATION TIMELINE

Your Capsule to Lightfield migration, step by step

See how long your migration will take from start to finish. Drag the slider to estimate based on your data volume.

How many records are you migrating?

<10K 50K 100K 250K 500K 1M 2M 5M 10M+

Checklist ~3 days

Sample 1 day

Review ~2 days

Full 2 days

Delta 1 day

Your team ClonePartner

Estimated total

~9 business days

Migration Checklist

1 day · ClonePartner ~2 days · Your team

We prepare the optimal data mapping as a shareable spreadsheet. Your team reviews, approves, and adds any customizations.

Sample Migration

1 day · ClonePartner

We run a test migration with a representative sample of your data to verify mapping accuracy and identify any potential issues before the full run.

Review & Approve

~2 days · Your team

Your team reviews the sample migration results, confirms data accuracy and mapping, and gives the go-ahead for the full migration.

Full Migration

2 days · ClonePartner

We execute the complete migration of all your data to your new Lightfield, with real-time progress tracking and comprehensive logging.

Delta Migration

1 day · ClonePartner

We capture and transfer any new data that was added or updated during the main migration to ensure no data is lost. This final sync keeps everything current.

Pros and cons of different migration options

Choosing the right approach is key because migrating from Capsule to Lightfield isn't just about moving data – it's about protecting your client relationships and pipeline.

Feature / Criteria	ClonePartner	Automated Tools	CSV Import	In-house migration
Custom Scripting for complex data	✓ Engineers build & maintain	✗ No	⚠ Manual	✓ Yes – but costly
Sandbox & Pilot Migrations	✓ Full sandbox + pilot plans	⚠ Limited	✗ No	⚠ Often Informal
Manual validation & reconciliation	✓ Automated + manual QA	✗ No	✓ Yes (Manual)	✓ Heavy manual effort
Backup & rollback plan	✓ Robust procedures	✗ No	✗ No	⚠ Often incomplete
Handles automation and integrations	✓ Full support	⚠ Partial	✗ No	⚠ Possible but fragmented
Post-migration engineer support	✓ Dedicated engineers	✗ No	✗ No	⚠ Limited pipeline support
Adaptable to API changes	✓ Proactive adaptation	✗ No	⚠ Manual fixes	⚠ Slower response
Turnaround / pipeline predictability	✓ Predictable pipelines	⚠ Fast but brittle	⚠ Slow and manual	⚠ Often slower
Data Security & Compliance	✓ High – enterprise grade	⚠ Medium (depends)	⚠ Low (manual)	⚠ Hidden gaps common
Pricing predictability	✓ Transparent & fixed	⚠ Low (per-job)	⚠ Low (manual hours)	⚠ High/variable OPEX
End-to-end project management	✓ Full E2E delivery & PM	✗ No	✗ No	⚠ Often partial
Business impact & opportunity cost	✓ No diversion of staff	✗ No	✗ No	⚠ Diverts engineering

What does an Engineer-led migration mean anyway?

Speed & Accuracy: Our Blended Method

We blend automation (smart scripts, bulk APIs) with human expertise for speed without risk. Our engineers manually check every mapping, validation, and exception.

You get:

Speed of automation for bulk record migration
Precision of engineers verifying integrity and business logic
Pilot migrations and sandbox testing to catch issues early
Real-time validation reports and rollback readiness

Result: 50x faster migrations than manual imports — with near-zero error rates.

Handling the Tricky Tech and API Details

The Capsule and Lightfield APIs each behave differently, which is where our engineers shine. We build custom logic to handle the data quirks where generic tools typically break.

We handcraft API logic for:

Field mapping and transformation
Pagination, rate-limit handling, and throttling
Preserving activity history, attachments, and email threads
Syncing custom fields, pipelines, and stages without breaking structure

Our scripts: Natively retry failed calls, re-queue large attachments, and ensure data parity.

No Guesswork

We don't just promise smooth migrations—we measure and prove them. Every client receives a Migration Validation Report with all metrics.

Typical results across projects:

100% record-count parity between your Capsule data and Lightfield
Zero downtime during staged cutovers
99.9% attachment integrity (verified via checksum)
Full automation and preservation of all business rules

Our standard: Includes full pipeline and workflow preservation and 48 hours of engineer-assigned support post go-live.

We Adapt to Your Setup (Not the Other Way Around)

No two teams configure Capsule or Lightfield exactly the same way—with unique pipelines and data. We customize every migration script to fit your exact workflow, pipelines, and stages.

Our engineers adapt for:

Custom fields, pipelines, and workflows
Multi-brand or multi-language setups
Historical imports and partial (date-based) migrations
Integration re-mapping for marketing, telephony, or billing tools

The promise: If your data doesn't fit a standard template, we build one just for you.

Enterprise-Grade Security & Compliance

Your customer data is precious. Our migration process maintains the highest standards of security and regulatory compliance.

SOC 2 Type II

Independently audited compliance with rigorous security standards

ISO 27001

Certified information security management system

GDPR

Full compliance with EU data protection regulations

HIPAA

Certified for handling protected health information

AES-256 Encryption

Bank-grade encryption for all stored credentials

Latest TLS

Secure transfer protocol for all data in transit

Role-Based Access

We follow role-based access control for every migration project

Scheduled Deletion

Automatic data purging after migration completion

FAQ

Frequently Asked Questions

Everything you need to know about migrating from Capsule to Lightfield. Can't find what you're looking for? Talk to our team.

Who can view my data?

For each migration project, you'll be assigned a migration engineer. Only the migration engineer can view your data. No one else at ClonePartner can view your data.

Can I sign an NDA?

If you are reaching out to us via one of our partners, we already have an NDA signed with them that unilaterally applies to all their customers. If you are reaching us directly and need an NDA signed, we'll be happy to sign your NDA or ours.

How long does the Capsule to Lightfield migration take?

Most migrations complete within 1–5 business days, depending on data volume and complexity. We provide a detailed timeline after the initial assessment and can often complete small migrations in under 24 hours.

Will my team lose access to Capsule during the migration?

No. Your source system remains fully operational throughout the entire migration. We run the migration in the background with zero downtime to your current operations.

Will there be downtime when migrating from Capsule to Lightfield?

No. Our migration process is designed for zero downtime. We use a staged approach with background sync and a fast cutover, ensuring no disruption to your live business operations.

How do I validate that everything migrated correctly?

Every client receives a Migration Validation Report with comprehensive metrics including record-count parity, attachment integrity verification via checksum, and full audit logs. We also offer unlimited sample migrations so you can verify before committing.

Do I need professional help for this migration?

While simple migrations can sometimes be handled in-house, professional help ensures zero data loss, proper field mapping, and preservation of relationships between records. Our engineer-led approach catches edge cases that automated tools miss.

Does ClonePartner provide guidance before committing?

Yes. We provide a free consultation and assessment. We'll review your data structure, discuss your requirements, and provide a detailed migration plan and fixed-price quote before you commit to anything.

Still have questions?

Book a free 30-minute consultation with our migration engineers. We'll walk you through the exact approach for your Capsule→Lightfield migration.

Contact our team

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Lightfield Migration?

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Attention to Detail

We meticulously handle every aspect of your migration, ensuring no data is lost during transfer and mapping every field correctly between platforms.

Custom Solutions

Every business is unique. We tailor your migration strategy to match your specific requirements, workflows, and data structures.

Security & Compliance

Your customer data is handled with enterprise-grade security protocols, ensuring compliance with GDPR, HIPAA, and industry standards.

Migrate from Capsule to Lightfield with precision & ease

Why teams migrate from Capsule to Lightfield