CRM migration
Field-level mapping, validation, and rollback between Thunderbolt Pipeline and Pipedrive. We move data and schema; workflows are rebuilt natively in Pipedrive.
Thunderbolt Pipeline
Source
Pipedrive
Destination
Compatibility
12 of 12
objects map 1:1 between Thunderbolt Pipeline and Pipedrive.
Complexity
BStandard
Timeline
24–72 hours
Overview
Thunderbolt Pipeline stores construction bid lifecycle data across contacts, companies, bid records, and project metadata. Pipedrive models equivalent sales data using Person, Organization, Deal, and Activity objects but does not have a native bid-tracking or construction-workflow object. When FlitStack AI migrates to Pipedrive, we transform Thunderbolt's bid records into Pipedrive Deals with construction-specific fields stored as custom properties on the Deal object. We preserve original bid amounts, owner assignments, create dates, and stage-transition history as custom fields so Pipedrive's reporting reflects the full bid lifecycle from day one. Pipedrive's plan-based automation limits — 30 active automations on Advanced, 100 on Professional, 150 on Power, 250 on Enterprise — mean any automations built in Thunderbolt Pipeline require manual reconstruction using Pipedrive's workflow automation builder. Pipedrive's API rate limits vary by plan tier: Lite caps at 20 requests per 2-second burst window, while Ultimate supports 120. Our migration engine throttles reads and writes to stay within these limits and manages batch sizing accordingly. The migration uses Pipedrive's REST API for all record creation, relationship linking, and custom field provisioning.
Every standard and custom field arrives verified.
AI proposes the map; you confirm before any record moves.
Parent–child, lookups, and ownership stay linked.
Calls, emails, meetings — with original timestamps.
Documents, uploads, and inline notes move with the record.
Why teams make this switch
Leaving
What's pushing teams away
Choosing
What's pulling them in
Object mapping
Each row shows how a Thunderbolt Pipeline object lands in Pipedrive, including any object-level transformations, lookup resolution, or schema-design dependencies.
Typical mapping — final map is confirmed during the sample migration step.
Thunderbolt Pipeline
Contact (Person)
Pipedrive
Person
1:1Thunderbolt Pipeline Person records map directly to Pipedrive Person records. All standard contact fields — name, email, phone, address, job title, and associated company — transfer as-is. Name fields from Thunderbolt are concatenated into Pipedrive's single name field. Person records without an associated company land as standalone Persons in Pipedrive with no org_id link. Any custom properties on the Person record are created as custom fields in Pipedrive before migration begins.
Thunderbolt Pipeline
Company (Organization)
Pipedrive
Organization
1:1Thunderbolt Pipeline Company records map directly to Pipedrive Organization records. Fields including company name, domain or website URL, physical address, industry classification, and employee count transfer as-is. Parent-child company hierarchies in Thunderbolt Pipeline map to Pipedrive's parent_org_id field on the Organization object. The parent Organization must be migrated before the child so the relationship link resolves correctly during the migration run.
Thunderbolt Pipeline
Bid Record
Pipedrive
Deal
1:1Thunderbolt Pipeline Bid Record is the primary entity containing bid amount, bid status, contract type, trade type, award date, and estimator assignment. This maps to Pipedrive Deal, with bid-specific metadata stored in custom fields on the Deal. Bid stage names in Thunderbolt map to Pipedrive stage values within the designated pipeline.
Thunderbolt Pipeline
Bid Stage / Pipeline Stage
Pipedrive
Stage (within Pipeline)
1:1Each named stage in Thunderbolt Pipeline's bid pipeline maps to a corresponding Pipedrive stage value within the migrated pipeline. Stage ordering, probability percentages, and forecast category are configured per Pipedrive's stage settings. We apply the same stage probability model used in Thunderbolt if the values are available in the export.
Thunderbolt Pipeline
Bid Status (e.g. Pending, Awarded, Lost, Withdrawn)
Pipedrive
Custom field on Deal + Stage
1:1Thunderbolt Pipeline tracks bid status as a discrete property on the Bid Record. Pipedrive Deal has no native bid-status field. We create a Bid_Status__c custom pick-list field on the Deal object and map each Thunderbolt status value to the corresponding Pipedrive stage plus a custom field value for reference.
Thunderbolt Pipeline
Contract Type / Trade Type
Pipedrive
Custom field on Deal
1:1Construction contract and trade classifications in Thunderbolt Pipeline — such as Lump Sum, Cost Plus, or specific trade categories — do not have Pipedrive native equivalents. We create Contract_Type__c and Trade_Type__c custom pick-list fields on the Deal object and map values one-for-one from the Thunderbolt export.
Thunderbolt Pipeline
Owner / Estimator
Pipedrive
OwnerId on Person / Deal
1:1Thunderbolt Pipeline owner and estimator assignments resolve by email match against Pipedrive users. Records with no matching Pipedrive user are flagged before migration; you can invite the user to Pipedrive first or assign to a fallback owner. Original owner name is preserved as Owner_Source__c text field for audit continuity.
Thunderbolt Pipeline
Bid Activity / Notes
Pipedrive
Activity / Note
1:1Call logs, meeting records, and notes attached to a Bid Record in Thunderbolt Pipeline migrate as Pipedrive Activities linked to the corresponding Deal. Notes migrate as Pipedrive Notes. Timestamps, activity type, and owner assignment are preserved. Attachments require re-upload to Pipedrive's file storage.
Thunderbolt Pipeline
Contact-Company Association
Pipedrive
Person.org_id + linked_contact relations
1:1Thunderbolt Pipeline supports N:N contact-to-company associations. Pipedrive Persons have a single primary org_id. For contacts linked to multiple companies in Thunderbolt, we assign the most recently modified company as the primary org and surface the additional company links through linked_contact relations in Pipedrive.
Thunderbolt Pipeline
Custom Properties / Custom Fields
Pipedrive
Custom Fields on Deal / Person / Organization
1:1Any custom properties configured in Thunderbolt Pipeline for Bid Records, Contacts, or Companies are created as custom fields in Pipedrive on the corresponding object. Pipedrive generates a 40-character hash key for each custom field — we map these dynamically during migration so field values land in the correct Pipedrive custom field regardless of the key generated during setup.
Thunderbolt Pipeline
Bid Attachments / Files
Pipedrive
Files on Deal / Person / Organization
1:1File attachments associated with Bid Records in Thunderbolt Pipeline — such as bid documents, drawings, or spec sheets — are downloaded and re-uploaded to the corresponding Deal record in Pipedrive as Files. Pipedrive's per-plan storage limits apply: Lite includes 5GB per user, scaling up to Unlimited on Enterprise. Files exceeding plan limits require storage management before migration.
Thunderbolt Pipeline
Stage Transition History
Pipedrive
Custom field on Deal
1:1Thunderbolt Pipeline records stage-transition timestamps for each bid as it moves through the pipeline. Pipedrive Deal tracks current stage only with no native history log. We create Stage_History__c as a long-text custom field on the Deal, storing each transition as a formatted entry (stage name, timestamp, user) for reporting continuity.
| Thunderbolt Pipeline | Pipedrive | Compatibility | |
|---|---|---|---|
| Contact (Person) | Person1:1 | Fully supported | |
| Company (Organization) | Organization1:1 | Fully supported | |
| Bid Record | Deal1:1 | Fully supported | |
| Bid Stage / Pipeline Stage | Stage (within Pipeline)1:1 | Fully supported | |
| Bid Status (e.g. Pending, Awarded, Lost, Withdrawn) | Custom field on Deal + Stage1:1 | Fully supported | |
| Contract Type / Trade Type | Custom field on Deal1:1 | Fully supported | |
| Owner / Estimator | OwnerId on Person / Deal1:1 | Fully supported | |
| Bid Activity / Notes | Activity / Note1:1 | Fully supported | |
| Contact-Company Association | Person.org_id + linked_contact relations1:1 | Fully supported | |
| Custom Properties / Custom Fields | Custom Fields on Deal / Person / Organization1:1 | Fully supported | |
| Bid Attachments / Files | Files on Deal / Person / Organization1:1 | Fully supported | |
| Stage Transition History | Custom field on Deal1:1 | Fully supported |
Gotchas + challenges
Platform-specific issues from each side, plus the pair-specific challenges that don't show up on either platform's page on its own.
Thunderbolt Pipeline gotchas
No public API forces manual or custom-export migration approach
Real-time data dependency complicates cutover timing
Update notification ambiguity can mask recent data changes
Pipedrive gotchas
Custom field hash keys differ per account
Export access gated by visibility groups
Token-based API rate limits since December 2024
Sequences and Automations not exposed via REST API
Cost escalates via workflow caps and add-ons
Pair-specific challenges
Migration approach
Schema discovery and Pipedrive custom field provisioning
Before any data moves, we audit the Thunderbolt Pipeline CSV exports to inventory all bid-status values, contract types, trade types, custom properties, and stage names. We then provision the corresponding Pipedrive custom fields — Bid_Status__c, Contract_Type__c, Trade_Type__c, Stage_History__c, Bid_Submitted_Date__c, Award_Date__c, and source_system_id fields — on the Deal object via Pipedrive's API. Pipelines and stages are created in Pipedrive to mirror Thunderbolt's bid pipeline structure. This step ensures the destination schema is complete before a single record is written.
CSV export, relationship mapping, and user resolution
Thunderbolt Pipeline data is exported as CSV from the application UI. We parse Person, Company, Bid Record, and Activity exports and build a relationship map linking Person records to Organizations via company name and email domain, and Bid Records to Persons via estimator and contact assignments. Pipedrive users are matched against Thunderbolt owner and estimator email addresses. Records with no matching Pipedrive user are flagged for client review — either inviting the user to Pipedrive first or assigning a fallback owner — before migration begins.
Sample migration with field-level diff
A representative sample of 100–500 records — spanning Persons, Organizations, Deals, and Activities — migrates first. We generate a field-level diff report comparing source values in the Thunderbolt export against the corresponding Pipedrive record fields. The diff covers bid-status mapping, stage assignment, owner resolution, custom field population, and relationship integrity (Person-Organization links, Deal-Activity associations). You review the diff before we commit to the full run. Any field mapping corrections are applied to the migration engine configuration before the production migration starts.
Full migration with API throttling and batch sequencing
The full migration runs against Pipedrive's REST API with throttling enforced per the target account's plan tier. We sequence the migration: Organizations first (to populate org_id for lookups), then Persons (linking to org_id), then Deals (linking to Person via activity associations), then Activities (linking to their parent records). The migration engine writes in configurable batch sizes, monitors rate limit headers, and backoff-retries on 429 responses. Progress reporting shows records migrated, records skipped, and errors by type in real time.
Delta pickup and cutover verification
A delta-pickup window (typically 24–48 hours) captures any Bid Records, Persons, or Activities created or modified in Thunderbolt Pipeline during the migration run. We compare record IDs and modification timestamps between the full migration snapshot and the delta export, then apply only the changed records to Pipedrive. After delta pickup completes, we run a reconciliation report comparing record counts by object type and sampling field-level accuracy against the Thunderbolt export. One-click rollback is available if reconciliation reveals discrepancies exceeding the agreed tolerance threshold.
Platform deep dives
Thunderbolt Pipeline
Source
Strengths
Weaknesses
Pipedrive
Destination
Strengths
Weaknesses
Complexity grading
Standard CRM migration. 3 of 8 objects need a mapping; the rest are 1:1.
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across Thunderbolt Pipeline and Pipedrive.
Object compatibility
3 of 8 objects need a mapping; the rest are 1:1.
Field mapping clarity
Field mapping is derived from defaults — final spec confirmed during the sample migration.
Timeline complexity
8-object category — typical timelines run 2–7 days end-to-end.
API constraints
Thunderbolt Pipeline: Not publicly documented.
Data volume sensitivity
Thunderbolt Pipeline doesn't expose a bulk API — REST + parallelization used for high-volume runs.
Estimator
Rule-based pricing — no per-record fees, no manual quotes. Migrations over 2M records are scoped individually.
Step 1
Pick a category, then your source and destination platforms.
Category
FAQ
Answers to the questions buyers ask most during Thunderbolt Pipeline to Pipedrive migration scoping. Not seeing yours? Book a call.
Walk through your Thunderbolt Pipeline to Pipedrive migration with a real engineer — 30 minutes, free, written quote within 24 hours.
Book a free 30 minute consultationAdjacent paths
Other ways to leave Thunderbolt Pipeline
Other ways to arrive at Pipedrive
Ready when you are
Tell us record counts and timeline. We'll come back with a written quote inside 1 business day — no commitment, no sales pitch.