Parexel · Regulating the generation and standardization of declaration material

B Evidence level

Parexel: Regulating the generation and standardization of declaration materials

Publisher: Palantir · Vendors ' official customer information · Summary page or multiple case reports

Claim origin: Public disclosure by manufacturer or customer · Independent verification: No · Accessed: 2026-09-19

Evidence level measures whether a source can be located and reviewed; it does not mean vendor-reported claims were independently audited.

Standard case | Useful reference with remaining gaps 8 / 12

Business context1 / 2

Transformation workflow1 / 2

Technical workflow2 / 2

Human roles & governance1 / 2

Measured outcomes2 / 2

Source traceability1 / 2

Remaining gaps: Business context, Transformation workflow, Human roles & governance, Source traceability

The focus of this case is on the transformation of “regulatory declaration material generation and standardization” from a one-time analysis or single-point tool into a production stream that can be embedded into real business, verifiable and sustainable.

Business problem

Clinical/regulatory declarations require multiple documentation, data and expert duplication, long-cycle and difficult to standardize.

Solution

Connects test data, declaration documents and process rules to a unified data/document workflow, which is prepared, collated and standardized with AIP support material.

Technical architecture & production workflow

Step 01

Business files/contracts/research materials/historical cases

→

Step 02

Document Information/OCR/structural extraction

→

Step 03

Online connects document facts to business entities

→

Step 04

AIP retrieves evidence and generates drafts/recommendations

→

Step 05

Rule/Evals/Expert Review

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Step 06

Approval of results into standard processes and retention of audit trails

Key technology & infrastructure components

FoundryAIPDocument ProcessingOntologyAudit/competence

Human roles & accountability

Medical, statistical and regulatory specialists are responsible for final content and compliance issuance.

FDE delivery actions

Together with the clinical and supervisory first-line teams, complete the process and identify nodes that really need to be decided rather than presented.
Collapse decentralized data sources, competencies and business terms into a single, operational Ontology
Combine business rules, optimization models, LLM and traditional software according to a reliable boundary, instead of letting the LLM operate
Insert recommendations directly into existing operating workstations and design approvals, rejections, upgrades and write back to Action
Continue to modify Ontology, rules and automation with operational KPI acceptance and feedback

Reusable delivery patterns

Let's be clear about the client, the relationship, the state and the action, and then talk about Agent.
The recommendation must enter the executable stream, otherwise it's just another dashboard.
High-value deployment is often a combination of data integration + rules/ optimization + AI + Human-in-the-lop
Continuous rewriting of the results of implementation to build cumulative operational memory

Business outcomes & delivery results

The Palantir network publicly stated that the filing cycle could be reduced from an average of 10-12 weeks to approximately 3-4 weeks, a reduction of more than 50 per cent.

Evidence boundaries & verification notes

Clear disclosure cycles are improved; LLM-specific, hints and regulatory rules are not made public.
The current link is the official aggregation entrance, and a deep link or page number that directly locates the case has yet to be added.

Primary source: Parexel: Regulating the generation and standardization of declaration materials ↗