CRM migration

Migrate from Assembly Trialworks to Pipedrive

Field-level mapping, validation, and rollback between Assembly Trialworks and Pipedrive. We move data and schema; workflows are rebuilt natively in Pipedrive.

Assembly Trialworks logo

Assembly Trialworks

Source

Pipedrive

Destination

Pipedrive logo

Compatibility

92%

11 of 12

objects map 1:1 between Assembly Trialworks and Pipedrive.

Complexity

BStandard

Timeline

3–10 business days

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Assembly Trialworks is a legal practice-management platform built around Cases as the central record type, with Parties, Documents, and Bill Records attached to each case. Pipedrive is a sales CRM built around Deals (opportunities) linked to People and Organizations, with pipeline stages, activities, and custom fields. These models diverge significantly: Trialworks' court information, opposing counsel, practice area codes, and legal billing records have no native equivalent in Pipedrive. FlitStack AI maps every migratable record — Parties to People, Cases to Deals, custom fields to Pipedrive custom fields — preserving original create dates and owner assignments. Legal-specific data (court details, opposing counsel, bill records) migrates as custom fields so your team retains the reference information in Pipedrive even though Pipedrive cannot interpret legal context natively. Documents, workflows, and billing entries are disclosed as non-migratable. We use scoped read access on Trialworks, run a test migration with field-level diff, then cut over with a 24–48-hour delta-pickup window.

Field-level fidelity

Every standard and custom field arrives verified.

Schema-aware mapping

AI proposes the map; you confirm before any record moves.

Relationships preserved

Parent–child, lookups, and ownership stay linked.

Full activity history

Calls, emails, meetings — with original timestamps.

Attachments & notes

Documents, uploads, and inline notes move with the record.

Why teams make this switch

Two sides of the same decision

Leaving

Assembly Trialworks logo

Assembly Trialworks

What's pushing teams away

  • Assembly Software is actively steering Trialworks customers toward Neos, its cloud-only successor, and has stopped creating or modifying custom dashboards, making the platform feel like it is entering long-term maintenance mode.
  • Neos is cloud-only with no on-premise option, which forces firms that require local server deployment to either switch platforms entirely or accept a deployment model they never chose.
  • Users report that Neos lacks features Trialworks had, and G2 satisfaction scores for Neos exceed Trialworks, creating pressure without clear functional parity at launch.
  • The forced transition conversation is creating churn anxiety among firms that do not want to migrate to a cloud product but face uncertainty about Trialworks' long-term roadmap despite Assembly's official no-EOL statement.
  • Windows-only workstation requirement and lack of native Mac or mobile support increasingly conflicts with modern law firm BYOD expectations and hybrid work arrangements.

Choosing

Pipedrive logo

Pipedrive

What's pulling them in

  • Clean drag-and-drop pipeline interface with minimal learning curve, making it approachable for small sales teams without dedicated CRM admins.
  • Visual deal tracking keeps reps focused on next actions — activities, calls, and follow-up tasks surface directly in the pipeline view.
  • Strong integrations via Zapier and native marketplace apps let teams wire Pipedrive into Calendly, ActiveCampaign, and similar sales-stack tools.
  • Mobile apps for iOS and Android keep field reps connected to deals, contacts, and tasks without a desktop session.
  • Reputation and review volume — over 3,000 verified reviews across G2 and Capterra — signal reliability for teams evaluating CRM options.

Object mapping

How Assembly Trialworks objects map to Pipedrive

Each row shows how a Assembly Trialworks 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.

Assembly Trialworks

Case

maps to

Pipedrive

Deal

1:1
Fully supported

Trialworks Case is the central record. It maps to Pipedrive Deal (the Opportunity-equivalent) where the case name becomes Deal title, case amount maps to Deal value, and case status maps to a pipeline stage value. Custom fields on the case (practice area, court, opposing counsel) migrate as Pipedrive custom fields on the Deal.

Assembly Trialworks

Party

maps to

Pipedrive

Person

1:1
Fully supported

Trialworks Party records (clients, witnesses, opposing counsel, etc.) map directly to Pipedrive People. Party roles stored in a 'role' custom field on the Person record since Pipedrive has no native party-role concept. Multiple parties on one case are linked via Deal-Person association in Pipedrive.

Assembly Trialworks

Party → Organization

maps to

Pipedrive

Organization

many:1
Fully supported

Trialworks Party records whose role indicates a company or firm—such as opposing law firms, insurance carriers, or corporate entities—are merged into Pipedrive Organizations. The Party name becomes the Organization name, and any address or contact information stored on the Party record is transferred to the Organization fields. All related individual Party records (e.g., attorneys or adjusters) are linked to that Organization via Pipedrive's relationship model, preserving the hierarchical context while eliminating duplicate Organization entries.

Assembly Trialworks

Document / File

maps to

Pipedrive

File (re-upload)

1:1
Fully supported

Trialworks documents are stored within the Case record's file tab. Pipedrive stores files attached to People, Organizations, or Deals but has no native document-management tab. We export documents to your specified cloud storage (SharePoint, Google Drive, Dropbox) and re-associate them as file attachments on the corresponding Deal or Person in Pipedrive.

Assembly Trialworks

Bill Record

maps to

Pipedrive

Custom Field

1:1
Fully supported

Trialworks bill records contain line items, totals, and payment status tied to a Case. Pipedrive has no accounts-receivable model. Bill totals and outstanding balance migrate as custom fields on the Deal for reference, but the billing logic must be handled outside Pipedrive (or via Pipedrive Products for time tracking).

Assembly Trialworks

Calendar Event / Court Date

maps to

Pipedrive

Activity

1:1
Fully supported

Trialworks calendar entries and court dates map to Pipedrive Activities (meetings or tasks) with the original date and time preserved. The activity subject carries the event title; a custom field marks events originally labeled as court dates for filtering in Pipedrive.

Assembly Trialworks

Note / Communication Log

maps to

Pipedrive

Note

1:1
Fully supported

Communication logs and notes attached to a Trialworks Case migrate as Pipedrive Notes on the corresponding Deal. Original creation timestamps and author IDs are preserved in the note metadata. Rich-text formatting is stripped to plain text because Pipedrive Notes does not support HTML. Attachments are not migrated; they are flagged in the migration report for manual re‑attachment. Notes remain searchable within Pipedrive's activity timeline.

Assembly Trialworks

Custom Field (Case-level)

maps to

Pipedrive

Custom Field (Deal)

1:1
Fully supported

Trialworks custom fields defined at the Case level are recreated as Pipedrive Deal custom fields via POST /dealFields. Field type is mapped: text → VARCHAR, number → NUMBER, date → DATE, picklist → DROP_DOWN. The custom field key (hash) is assigned by Pipedrive and stored for traceability.

Assembly Trialworks

Custom Field (Party-level)

maps to

Pipedrive

Custom Field (Person)

1:1
Fully supported

Trialworks custom fields defined at the Party level are recreated as Pipedrive Person custom fields via POST /personFields. Field types are mapped: text to VARCHAR, numbers to NUMBER, dates to DATE, and pick‑lists to DROP_DOWN. Party‑specific data such as bar number, engagement status, or billing rate migrates to these fields. Pipedrive assigns a hash key to each field; FlitStack stores it for data writes, ensuring field population on Person record.

Assembly Trialworks

Pipeline / Process

maps to

Pipedrive

Pipeline

1:1
Fully supported

Trialworks practice areas or case-type categorizations that function as pipelines are mapped to Pipedrive Pipelines. Each distinct Trialworks case type becomes a separate Pipedrive pipeline, and the corresponding stage values (e.g., Intake, Discovery, Hearing, Closed) are translated to Pipedrive stage names via value‑mapping. The mapping preserves the original stage labels where possible, allowing your team to recognize the workflow in Pipedrive.

Assembly Trialworks

User / Owner

maps to

Pipedrive

User

1:1
Fully supported

Trialworks user accounts are resolved by email match against Pipedrive users. Unmatched users are flagged before migration; the client either invites them to Pipedrive or assigns their records to a fallback owner. No record lands in Pipedrive without an owner.

Assembly Trialworks

Workflow / Automation

maps to

Pipedrive

Not Migrated

1:1
Fully supported

Trialworks workflows and automation rules tied to case events have no equivalent in Pipedrive's automation model. We export workflow definitions as a structured JSON document that your Pipedrive admin can use as a rebuild reference in Pipedrive Automations and Sequences.

Gotchas + challenges

What specifically takes care here

Platform-specific issues from each side, plus the pair-specific challenges that don't show up on either platform's page on its own.

Assembly Trialworks logo

Assembly Trialworks gotchas

High

No public API means migration requires direct SQL database access

High

Assembly has discontinued custom dashboard creation and modification

Medium

FileIT document import requires a parallel folder-to-case mapping step

Medium

Custom fields are firm-specific and must be discovered before mapping

Medium

Firms being pushed toward cloud-only Neos despite needing on-premise

Pipedrive logo

Pipedrive gotchas

High

Custom field hash keys differ per account

High

Export access gated by visibility groups

Medium

Token-based API rate limits since December 2024

Medium

Sequences and Automations not exposed via REST API

Low

Cost escalates via workflow caps and add-ons

Pair-specific challenges

  • Legal case data has no native Pipedrive home

    Trialworks organizes data around Cases with court information, opposing counsel, statutes of limitations, and practice-area codes embedded in the case record. Pipedrive has no native legal vocabulary — there is no Case object, no court field, no party-role concept, and no practice-area taxonomy. We preserve court information, opposing counsel, and statutes of limitations as Pipedrive custom fields on the Deal so your team retains the reference data. However, Pipedrive's reporting, filtering, and automation triggers cannot natively interpret legal context. Before migration, decide which custom fields your team will actually use for day-to-day filtering and which are purely archival.

  • Trialworks has no documented public API — data must be extracted via built-in export

    Pipedrive enforces rate limits of 80 requests per 2 seconds and 80,000 per day, with X-RateLimit-Reset returning a Unix timestamp (a common misread that causes incorrect backoff timing). More critically, Trialworks does not publish a public REST API. Migration data must be extracted using Trialworks' built-in report writer and CSV export tools. If your Trialworks instance has custom reports or non-standard data structures, those require manual export configuration. FlitStack sequences the data extraction as the first step and validates completeness before Pipedrive import begins, flagging any records that cannot be exported cleanly.

  • Document re-association requires a post-migration cloud-storage step

    Trialworks stores documents, court filings, and correspondence within each Case record. Pipedrive attachments are stored per Person, Organization, or Deal but Pipedrive does not have a document-management tab or file-versioning system. Documents must be exported from Trialworks to your specified cloud storage (SharePoint, Google Drive, Dropbox) and then re-attached to the corresponding Pipedrive Deal or Person. This is a manual step handled by your team post-migration. Legal billing records (bill entries, line items, payment history) have no equivalent in Pipedrive and cannot be migrated — only totals and outstanding balances as reference custom fields.

  • Workflow automations and rule-based triggers do not migrate and must be rebuilt

    Trialworks workflows tied to case events, court dates, party status changes, and billing triggers have no equivalent construct in Pipedrive. Pipedrive Automations and Sequences are scoped to deal stage changes, activity completions, and field-value updates — they cannot interpret legal process logic natively. We export your Trialworks workflow definitions as a structured JSON document that your Pipedrive admin can use as a rebuild reference in Pipedrive Automations. All automations must be reconstructed after migration; they will not fire retroactively on migrated records.

  • Custom field recreation requires Pipedrive API key and admin access

    Trialworks custom fields (case-level and party-level) must be recreated in Pipedrive as custom fields via POST /dealFields, /personFields, and /organizationFields. Pipedrive assigns a random 40-character hash as the field key — it is not the field name. FlitStack retrieves this hash from the Pipedrive API after field creation and uses it for all subsequent data writes. This requires a Pipedrive admin API token with write access. Additionally, custom fields cannot be duplicated across Pipedrive accounts: two accounts with the same custom field name will have different hash keys. Field mapping is account-specific.

Migration approach

Six steps for a successful Assembly Trialworks to Pipedrive data migration

  1. Extract and audit Trialworks data

    FlitStack works with your Trialworks instance to run built-in reports and export CSVs for Cases, Parties, Documents, Bills, Calendar Events, and Notes. We validate record counts, flag orphaned relationships (parties not linked to a case), and identify custom field definitions. If Trialworks' export tools encounter data in non-standard formats (e.g., dates stored as text), we flag those before mapping begins. Scoped read access on Trialworks means your team keeps working throughout this phase.

  2. Configure Pipedrive schema and custom fields

    Your Pipedrive admin (or our team) creates the pipelines, stages, and custom fields needed for the migration. We deliver a schema plan based on your Trialworks case types, custom field count, and party-role structure. Each Trialworks practice area becomes a Pipedrive pipeline; each case status becomes a stage value. Custom fields are created via the Pipedrive API, and the assigned hash keys are stored for data-write operations. No data lands in Pipedrive until the schema is validated.

  3. Map, transform, and validate field mappings

    FlitStack applies the field mapping to the exported Trialworks data: case records become Pipedrive Deals, party records become People (with organization merges where company name exists), calendar events become Activities, and custom fields are populated per the mapping plan. Value-mapping handles case status, party role, and event type translations. We run a validation pass that checks for missing required fields, invalid email formats, and orphaned parties before any Pipedrive write occurs.

  4. Run a sample migration with field-level diff

    A representative slice of 100–500 records migrates to Pipedrive first, covering Cases, Parties, Activities, and Notes. We generate a field-level diff that compares each source value from Trialworks against the corresponding Pipedrive field, so you can verify court information mapping, party role preservation, pipeline assignment, custom field population, and owner resolution before the full run commits. The diff also flags any missing required fields or data anomalies. You approve the sample results before we proceed.

  5. Full migration with delta-pickup cutover

    The full dataset migrates to Pipedrive: Cases as Deals, Parties as People and Organizations, Activities as Activities, Notes as Notes, and all custom fields populated per mapping. A delta-pickup window (24–48 hours) captures any records modified in Trialworks during the cutover. An audit log records every operation. One-click rollback is available if reconciliation fails. Documents are staged for re-association to cloud storage post-migration.

  6. Post-migration validation and go-live support

    After migration, FlitStack validates record counts in Pipedrive against Trialworks exports, confirms owner assignment coverage, and spot-checks custom field values. We provide a migration summary report with record counts, unmapped fields (if any), and a list of documents staged for re-attachment. Workflow export documentation is delivered for your Pipedrive admin to begin automation rebuilding. Go-live support is available for 5 business days post-migration.

Platform deep dives

Context on both ends of the pair

Assembly Trialworks logo

Assembly Trialworks

Source

Strengths

  • Windows-native platform with deep Microsoft Office and WordPerfect document generation integration that litigation attorneys know well.
  • SQL Server backend gives IT staff full access to the database for custom reporting, backup, and integration work.
  • Customizable dashboards let individual users surface case metrics and pipeline views tailored to their practice area.
  • Supports on-premise, hosted, and virtual desktop deployment, giving firms flexibility in how they run the software.
  • Structured Claims and Parties data model aligns closely with how PI and liability litigation firms actually organize case information.

Weaknesses

  • No public REST API documented, making programmatic export and import a custom SQL-level operation rather than a standard integration.
  • Assembly has stopped creating or modifying custom dashboards, signaling reduced investment in the platform's feature set.
  • Strictly Windows-only workstations; no native Mac or Linux client, limiting deployment flexibility for modern hybrid work environments.
  • Cloud-only successor (Neos) has no on-premise option, forcing firms with local server requirements to migrate to a different platform entirely if they want to stay current.
  • Support for NeosAI and newer AI-powered features is concentrated in Neos, leaving Trialworks users without access to Assembly's most recent product investments.
Pipedrive logo

Pipedrive

Destination

Strengths

  • Intuitive drag-and-drop pipeline that sales reps actually use without resistance or training overhead.
  • Per-seat unlimited-deals model on all tiers — reps cannot be blocked from logging activity.
  • Active marketplace with 400+ integrations and a documented REST API with OpenAPI 3 specs.
  • Mobile apps with offline access, call logging, and calendar sync keep field teams operational.
  • Strong focus on sales activity tracking — next-action reminders and follow-up scheduling are first-class features.

Weaknesses

  • No custom objects — teams needing non-standard data structures must work around the four standard entity types.
  • Workflow automation limits by tier (30, 60, 90 active workflows) force upgrades as processes grow.
  • No free permanent plan — teams evaluating fit must commit to a trial without a freemium option.
  • Limited advanced reporting and custom dashboard capabilities compared to HubSpot or Salesforce.
  • Export permissions are gated by visibility groups, meaning data scoping must account for who can see what before migration.

Complexity grading

How hard is this migration?

Standard CRM migration. 3 of 8 objects need a mapping; the rest are 1:1.

B

Overall complexity

Standard migration

Derived from compatibility, mapping clarity, API constraints, and data volume across Assembly Trialworks and Pipedrive.

  • Object compatibility

    B

    3 of 8 objects need a mapping; the rest are 1:1.

  • Field mapping clarity

    C

    Field mapping is derived from defaults — final spec confirmed during the sample migration.

  • Timeline complexity

    B

    8-object category — typical timelines run 2–7 days end-to-end.

  • API constraints

    B

    Assembly Trialworks: Not applicable—no public API.

  • Data volume sensitivity

    B

    Assembly Trialworks doesn't expose a bulk API — REST + parallelization used for high-volume runs.

Estimator

Estimate your Assembly Trialworks to Pipedrive migration cost

Rule-based pricing — no per-record fees, no manual quotes. Migrations over 2M records are scoped individually.

Step 1

What are you migrating?

Pick a category, then your source and destination platforms.

Category

FAQ

Frequently asked questions about Assembly Trialworks to Pipedrive data migrations

Answers to the questions buyers ask most during Assembly Trialworks to Pipedrive migration scoping. Not seeing yours? Book a call.

Can't find your answer?

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Book a free 30 minute consultation

Most Trialworks-to-Pipedrive migrations complete in 3–10 business days for under 25,000 records. The longest phase is data extraction and audit (1–2 days), followed by Pipedrive custom field creation and pipeline configuration (1–2 days). Migrations exceeding 100,000 records, extensive custom field counts, or multi-firm document re-association extend to 2–3 weeks. Pipedrive's API rate limits (80 requests per 2 seconds) are managed by FlitStack's batching logic to avoid throttling during the full run.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Assembly Trialworks.
Land in Pipedrive, intact.

Tell us record counts and timeline. We'll come back with a written quote inside 1 business day — no commitment, no sales pitch.

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