Veeva Systems vs Writer

Veeva Systems — Application · Public · $45.5B mkt cap · 4 of 4 figures sourced  |  Writer — Application · Private · $1.9B valuation · 4 of 4 figures sourced

Relationship

Assembled from the recorded fields for this pair, not hand-checked. The comparison below is read from each company’s own profile.

Aligned comparison

FieldVeeva SystemsWriter
Size$45.5B mkt cap$1.9B valuation different basis
Employees7,928145 Writer has 55× fewer
Founded20072020 13 yrs later
StatusPublicPrivate
CategoryApplicationApplication match
Stack layerAI agent, Agent platform, ApplicationAI agent, Agent platform, Application, Platform
HeadquartersPleasanton, USASan Francisco, USA

Capability overlap

Shared · 5

Agent orchestrationDocument extractionMarketing contentKnowledge retrievalWorkflow automation

Not verified for Writer · 5

Clinical documentationCustomer supportEmail assistanceLegal drafting and reviewSummarization

Recorded for Veeva Systems. Writer’s product records say nothing either way — a missing record is not a missing capability.

Not verified for Veeva Systems · 2

Guardrails and safetyText generation

Recorded for Writer. Veeva Systems’s product records say nothing either way — a missing record is not a missing capability.

Products, side by side

Algorithmic pairing — assembled from recorded fields, not hand-checked

Veeva Systems

Application

Vault AI in PromoMatsApplication

An embedded suite of AI agents for Veeva Vault PromoMats, including a Quick Check Agent for automated document quality checks and a conversational Content Agent that guides reviewers, plus configurable custom agents.

Veeva OstroApplication

Conversational AI brand engagement platform for life sciences that answers patient and HCP questions on brand sites and over email using MLR-approved content, and captures the resulting engagement as commercial evidence.

AI agent

Veeva FalconAI agent

Agentic labor platform providing standard biopharma AI agents that execute end-to-end clinical, regulatory and safety processes such as TMF intake and QC, health authority correspondence, and safety case triage.

Veeva Falcon MLRAI agent

Agentic medical, legal and regulatory review product that automatically checks promotional content for compliance across markets, anchors claims to references, and connects into the Veeva PromoMats review workflow.

Agent platform

Veeva AIAgent platform

Agentic layer across Veeva's Vault platform, with industry-specific agents that reach a life-sciences customer's regulated documents, CRM records and workflows directly rather than through an export.

Writer

Application

WRITER Enterprise BrainApplication

Universal context layer that grounds AI agents in a company's Agent Memory (captured decisions and preferences) and Company Standards (brand, tone, compliance), listed in WRITER's own top-level product navigation alongside Models, AI Studio, WRITER Agent and WRITER for Slack.

WRITER PlaybooksApplication

Reusable, repeatable workflows in WRITER, so a piece of work done once can be run the same way again.

AI agent

WRITER AgentAI agent

An agent that plans and carries out multi-step work across a customer's own data and tools, under enterprise governance controls.

Agent platform

WRITER AI StudioAgent platform

WRITER's build surface: business teams assemble agents on an interoperable platform while technology teams keep visibility and governance over what ships.

No counterpart

Writer sells these in a stack layer with no product recorded for Veeva Systems yet — nothing on the other side to compare them against.

Platform

WRITER Knowledge GraphPlatform

WRITER's retrieval layer. A specialised LLM reads a customer's own documents, spreadsheets, slides and PDFs and builds a graph of the semantic relationships between them rather than storing vector embeddings, so retrieval can follow multi-hop connections, break a broad question into sub-questions and return specific source citations before WRITER's Palmyra models generate the answer.

WriterPlatform

Enterprise platform for building AI applications and agents on Writer's own models.