When relevant data lives behind a specialized API, authenticated application, or proprietary system, Acerion engineers a focused collection workflow that preserves source data, context, and provenance.
Custom & API collections cannot be reduced to a universal download button. Authentication, endpoint behavior, data models, pagination, embedded relationships, attachments, and platform limits must all be understood before the first production request is made.
01Uneven APIs
Documentation, endpoint coverage, versioning, and export behavior vary widely between systems.
02Operational limits
Pagination, throttling, token lifetimes, and transient failures can silently create incomplete results.
03Review mismatch
Native JSON and linked assets often need careful organization before legal teams can use them.
02 / COLLECTION CAPABILITY
Designed around the evidence
Purpose-built, without becoming improvised.
01
Source analysis
Translate the legal request into endpoints, objects, filters, permissions, related content, and measurable completion criteria.
API and schema review
Authentication and permission design
Endpoint and content mapping
Test queries before production collection
02
Controlled acquisition
Build source-aware scripts that handle the mechanics needed to collect complete populations reliably.
Cursor and page-based pagination
Rate-limit aware execution
Retries with bounded backoff
Checkpoints and safe restart
03
Context preservation
Retain source identifiers, relationships, timestamps, and raw responses while producing organized data for downstream use.
Raw response preservation
Linked records and asset retrieval
Source-to-output field mapping
Normalized review-ready structures
04
Validation and evidence
Measure the collection against known totals, API responses, and execution records, then document gaps and exceptions clearly.
Request and response logging
Counts and reconciliation
Checksums for collected files
Exceptions and limitation reporting
03 / THE WORKFLOW
Controlled from scope to delivery
A clear process for complex collections.
01
Discover
Review the platform, available access, documentation, data model, and the matter-specific request.
02
Prove
Test authentication, representative endpoints, pagination, content retrieval, and expected outputs.
03
Collect
Run the controlled workflow with checkpoints, rate-limit handling, raw preservation, and progress monitoring.
04
Reconcile
Compare expected and collected populations, review exceptions, and package the results with supporting documentation.
Delivery
Evidence that arrives with its context intact.
The final package is organized for downstream review and supported by documentation that explains what was collected, how it was collected, and how completeness was assessed.
Preserved native API responses
Normalized records and linked content
Source identifiers and relationship mapping
Request, retry, and exception logs
File hashes and collection manifests
Collection notes and validation summary
04 / FREQUENTLY ASKED QUESTIONS
Practical details
Questions about the collection.
When is a Custom & API collection appropriate?
A Custom & API collection is useful when relevant data lives in a specialized SaaS platform, proprietary system, authenticated application, or API that is not adequately supported by a standard connector.
How does Acerion address pagination and rate limits?
The workflow is designed around the source, with pagination handling, bounded retries, rate-limit awareness, checkpoints, and safe restart where the platform permits it.
Are native API responses preserved?
They can be preserved alongside normalized records, linked files, source identifiers, collection logs, and field mappings for downstream processing.
How is completeness assessed for a Custom & API collection?
Collected populations are reconciled against available totals, endpoint responses, manifests, file counts, and documented exceptions or platform limitations.