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Writer

  • What it is:Writer is an enterprise AI platform designed to help teams create on-brand, consistent content with customizable style guides, AI suggestions, plagiarism detection, and autonomous agent capabilities.
  • Best for:Global 2000 enterprises, Marketing and content teams (20+ users), Organizations needing writing governance
  • Pricing:Starting from $29/user/month (annual) or $39/user/month (monthly)
  • Rating:88/100Very Good
  • Expert's conclusion:The Writer platform is best suited for large-scale enterprises that want a safe, scalable AI solution for content generation through agentic workflows where governance and brand alignment are key.
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Reviewed byMaxim Manylov·Web3 Engineer & Serial Founder

What Is Writer and What Does It Do?

Writer is the global pioneer in enterprise AI which includes the entire stack of Generative AI Platform to empower companies to build, enable and control AI agents based upon company data with proprietary Large Language Models (LLMs) such as Palmyra. The co-founders of writer are May Habib and Waseem AlShikh who created and launched Qordoba. Writer is focused on enabling both IT and Business Teams to modernize primary processes in all segments of financial services, healthcare and marketing.

Active
📍San Francisco, CA
📅Founded 2020
🏢Private
TARGET SEGMENTS
EnterprisesFortune 500IT TeamsBusiness TeamsFinanceHealthcareMarketing

What Are Writer's Key Business Metrics?

🏢
1700+
Employees
📊
$344.7M - $369M
Total Funding
📊
$47M (Nov 2024)
ARR
👥
250+
Enterprise Customers
📊
Series C
Funding Stage
📊
194% (2023-2024)
YoY ARR Growth

How Credible and Trustworthy Is Writer?

88/100
Excellent

The enterprise AI market leader with exponential revenue growth, massive capitalization rounds from investors, huge customer base (i.e., Uber & Spotify), and the focus on Security/Compliance through proprietary LLMs and Self-Hosting options.

BREAKDOWN
Product Maturity90/100
Company Stability92/100
Security & Compliance88/100
User Reviews75/100
Transparency85/100
Support Quality88/100
TRUST SIGNALS
250+ enterprise customers including Uber, Spotify, L’Oréal, AccentureProprietary Palmyra LLMs purpose-built for enterpriseSelf-hosting capabilities for data securityUnicorn status achieved November 2024Rapid ARR growth to $47M

What is the history of Writer and its key milestones?

2013

Founders First Venture

May Habib and Waseem AlShikh launched their first company focused on machine translation for enterprise content localization.

2015

Qordoba Founded

Qordoba was founded in the United States by May Habib and Waseem AlShikh for Content Localization and Brand Voice Tools.

2020

WRITER Founded & Pivot

WRITER was launched in August of 2020 when Qordoba shifted its focus to become a full generative AI platform for Enterprise Companies; WRITER Raised $5 Million in Seed Funding.

2022

Early ARR Milestone

WRITER reached $2 Million Annual Recurring Revenue with a focus on Enterprise Readiness and Brand Compliance.

2023

Palmyra LLMs & Series B

WRITER launched proprietary Palmyra LLM Family; WRITER Raised $100 Million Series B Round Led By ICONIQ Growth.

2024

Series C, AI Studio, Unicorn

WRITER Launched AI Studio in June 2022 and Palmyra X 004 in October 2022; WRITER Achieved Unicorn Status with Total Capital Raised ~$344 Million+.

What Are the Key Features of Writer?

✨
Palmyra LLM Family
WRITER's proprietary Large Language Models are built specifically for use within Enterprises, including Domain-Specific Palmyra Fin and Palmyra Med for Finance and Healthcare.
✨
AI Studio
In 2024, WRITER will launch a no-code platform for Enterprise Teams to develop custom AI Applications and Agents without requiring technical knowledge.
✨
Graph-based RAG
WRITER has a knowledge graph connecting LLMs to Company Data Sources to deliver AI Responses that are Accurate and Grounded.
✨
AI Guardrails
WRITER offers customizable safety and compliance controls to allow for brand voice, accuracy and regulatory compliance.
✨
Self-Hosting
WRITER offers an option to deploy AI platforms on-premises for companies that have stringent data security and privacy requirements.
✨
Observability & Monitoring
WRITER also offers tools to manage and monitor the performance of AI Agent(s); Track Usage and Ensure Accountability at Scale.
✨
Pre-built Agents & Templates
For large-scale use of AI in multiple departments, the ability to create modular building blocks and blueprint processes for rapidly deploying new AI agents.

What Technology Stack and Infrastructure Does Writer Use?

Infrastructure

Cloud-based with self-hosting options; multi-region support

Technologies

PythonTransformersLLMs

Integrations

CRMKnowledge BasesBusiness Data SourcesEnterprise Workflows

AI/ML Capabilities

Proprietary Palmyra family of LLMs with graph-based RAG, domain-specific fine-tuning (Fin, Med), tool use, and long-context reasoning; trained efficiently on synthetic data (Palmyra X 004 cost $700K)

Inferred from product descriptions, engineering focus on transformers, and LLM development announcements; specific frameworks not publicly detailed

What Are the Best Use Cases for Writer?

Enterprise Marketing Teams
To maintain a consistent brand identity when generating large amounts of content that can be tailored to meet the specific needs of different customer segments using Palmyra Large Language Models (LLMs) and guardrails.
Finance Departments
To speed-up the research, reporting and compliance documentation processes with a Palmyra Fin domain-specific model trained on internal company data.
Healthcare Organizations
To streamline clinical trials, patient documentation and research by utilizing Palmyra Med while maintaining data security through self-hosting.
IT & Operations Teams
To build and manage custom AI agents to automate business workflows across various systems using AI Studio.
Product Development Teams
To speed-up product launches with AI-assisted documentation, specifications and cross-functional collaboration tools.
NOT FORIndividual Freelance Writers
Enterprise pricing models and scale are not suitable for individual users, as well as security features which exceed individual user needs.
NOT FORHigh-Frequency Trading Systems
LLM inference latency times exceed the required sub-millisecond latency for real time trading.
NOT FORSmall Startups (<50 employees)
The enterprise compliance and pricing model for Writer would be better suited for larger companies rather than individuals or small businesses.

How Much Does Writer Cost and What Plans Are Available?

Pricing information with service tiers, costs, and details
☐Service$CostℹDetails🔗Source
Starter$29/user/month (annual) or $39/user/month (monthly)Fixed credit limits, up to 20 users, fewer features. Minimum 5 seats in some reports.eesel.ai, autoposting.ai, monday.com
Teams$18/user/month or $162/user/yearUp to 5 users, collaboration features, style guides.ruizhidong.com, tekpon.com
EnterpriseCustom quoteUnlimited users, advanced security, SSO, custom integrations, solution packs. Setup fees $2,000-5,000 reported.writer.com, multiple sources
API Pay-as-you-go$0.60-$22.50 per 1M tokens (varies by model)Palmyra models: X5 input $0.60/1M, output $6/1M. Vision: $0.005/image. Separate from platform subscription.dev.writer.com
Free Trial14 daysFull access to Starter features, no credit card required.writer.com/plans
Starter$29/user/month (annual) or $39/user/month (monthly)
Fixed credit limits, up to 20 users, fewer features. Minimum 5 seats in some reports.
eesel.ai, autoposting.ai, monday.com
Teams$18/user/month or $162/user/year
Up to 5 users, collaboration features, style guides.
ruizhidong.com, tekpon.com
EnterpriseCustom quote
Unlimited users, advanced security, SSO, custom integrations, solution packs. Setup fees $2,000-5,000 reported.
writer.com, multiple sources
API Pay-as-you-go$0.60-$22.50 per 1M tokens (varies by model)
Palmyra models: X5 input $0.60/1M, output $6/1M. Vision: $0.005/image. Separate from platform subscription.
dev.writer.com
Free Trial14 days
Full access to Starter features, no credit card required.
writer.com/plans
💡Pricing Example: Team of 10 users on Starter plan
Monthly Billing$390/month
$39 x 10 users
Annual Billing$290/month
$29 x 10 users (effective monthly)
💰Savings:Save 25% with annual billing

How Does Writer Compare to Competitors?

FeatureWriterJasperCopy.aiGrammarly Business
Core FunctionalityEnterprise AI agents, brand complianceMarketing content generationMulti-language copywritingGrammar, tone, AI prompts
Starting Price$18-39/user/mo$39/mo$49/mo$12/user/mo
Free Tier14-day trialLimited freeFree basicFree basic
Enterprise Features (SSO, audit logs)Yes (Enterprise)Yes (Business)PartialYes
API AvailabilityYes (pay-as-you-go)YesYesLimited
Integration CountData connectors, customWordPress, HubSpot35+ languagesGoogle Workspace, Slack
Support OptionsDedicated rep (Enterprise)Email, chatPriority supportDedicated manager
Security CertificationsSOC 2, GDPR (Enterprise)GDPRGDPRSOC 2, GDPR
Core Functionality
WriterEnterprise AI agents, brand compliance
JasperMarketing content generation
Copy.aiMulti-language copywriting
Grammarly BusinessGrammar, tone, AI prompts
Starting Price
Writer$18-39/user/mo
Jasper$39/mo
Copy.ai$49/mo
Grammarly Business$12/user/mo
Free Tier
Writer14-day trial
JasperLimited free
Copy.aiFree basic
Grammarly BusinessFree basic
Enterprise Features (SSO, audit logs)
WriterYes (Enterprise)
JasperYes (Business)
Copy.aiPartial
Grammarly BusinessYes
API Availability
WriterYes (pay-as-you-go)
JasperYes
Copy.aiYes
Grammarly BusinessLimited
Integration Count
WriterData connectors, custom
JasperWordPress, HubSpot
Copy.ai35+ languages
Grammarly BusinessGoogle Workspace, Slack
Support Options
WriterDedicated rep (Enterprise)
JasperEmail, chat
Copy.aiPriority support
Grammarly BusinessDedicated manager
Security Certifications
WriterSOC 2, GDPR (Enterprise)
JasperGDPR
Copy.aiGDPR
Grammarly BusinessSOC 2, GDPR

How Does Writer Compare to Competitors?

vs Jasper

Writer is targeted toward Global 2000 companies that require complex workflows such as RFPs and campaigns from their AI agents, while Jasper is focused on smaller marketing teams looking to generate content quickly. While Jasper provides stronger branding consistency and enterprise-level security for its users, it also comes with higher per-user costs and a longer set-up process.

Writer for large organizations requiring on-brand enterprise AI, and Jasper for marketing agility.

vs Copy.ai

Copy.ai is geared toward serving the needs of Small and Medium Businesses (SMBs) with an unlimited character count and multi-lingual support at a lower entry cost. Writer offers customized LLMs and internal company data for Fortune 500 consistency, however, this will typically require a sales cycle and IT involvement.

For self-service copy — Copy.ai; for enterprise governance — Writer.

vs Grammarly Business

Grammarly excels in providing writing assistance and team consistency at a budget-friendly pricing structure. Grammarly does not offer the same level of generative AI agents offered by Writer.

For editing your content — Grammarly; for creating compliant enterprise content — Writer.

vs OpenAI API

Writer utilizes Palmyra models and incorporates enterprise-platform features vs Writer uses raw OpenAI API flexibility. Writer also includes compliance tools, however, API usage is pay-per-token without the platform overhead.

For deploying Writer as an enterprise product — Writer; for building custom enterprise applications using the OpenAI API — OpenAI API.

What are the strengths and limitations of Writer?

Pros

  • Enterprise-level brand consistency — personality profiles and style guides provide automatic consistency.
  • The agentic AI platform — performs all aspects of complex workflows (such as RFPs and campaigns) that are far more than just a single generation.
  • Custom Palmyra Models — designed specifically to generate writing (Fin, Creative, Med) while including vision capabilities.
  • Data grounding — includes all company knowledge in order to produce the most accurate and on-brand output possible.
  • Scalability for the Global 2000 — trusted by many of the largest companies in the world with Single Sign-On (SSO), administration controls and more.
  • A Free Trial — test all the features available in the Starter plan for 14 days without obligation.
  • Collaborative multiplayer — team roles and permissions, quality reporting.

Cons

  • Cost per user is high — the cost per month for each user will be approximately $18-$39/month. This can add up quickly when you have teams larger than 5-20 users.
  • Custom Pricing for Enterprises — Requires sales engagement which has lengthy cycles and additional costs such as hidden setup fees of $2,000-$5,000.
  • The learning curve is steep — the amount of complexity will require the support of IT as well as training for your team to get the most out of Writer.
  • There is limited self-serve capability — The Starter plan limits the number of users to 20 users and offers fewer features compared to the Enterprise plan.
  • An additional cost is added through the API — In addition to the monthly cost of the Writer platform there is also a token-based cost associated with the use of the API.
  • Minimum seat requirements — Often require a minimum of 5 seats ($145-$230/month).
  • The implementation is extensive — Not a simple process to implement into smaller teams or for individual users.

Who Is Writer Best For?

Best For

  • Global 2000 enterprises — Agentic AI for Campaigns/RFPs, enterprise level security, unlimited scalability with custom pricing.
  • Marketing and content teams (20+ users) — Ensures consistency across large amounts of outputs due to brand compliance and data grounding.
  • Organizations needing writing governance — Automatically enforces compliance without requiring manual review of content through the use of style guides and personality profiles.
  • Companies with compliance requirements — Offers SSO, audit logs, SOC 2 for regulated enterprise use cases.
  • Teams building custom AI agents — Palmyra Models with vision, data connectors for customized workflow processes.

Not Suitable For

  • Individuals or solopreneurs — Expensive due to per-user pricing and minimum seat requirements. Consider Grammarly Premium or Copy.ai instead.
  • Small teams (<10 users) — The cost of setting up and the setup complexity far exceeds any potential value from using Writer. Consider Jasper (a very similar product) or the free tiers of the competition.
  • Budget-conscious SMBs — Custom sales processes and the high minimum purchase requirements make this service difficult to utilize as a self-serve solution. For that reason, I will opt for Copy.ai Unlimited at $9/month.
  • Simple grammar/content needs — This service has too much overkill in terms of complexity. For example, if you simply need to polish your writing, you would be better off with Grammarly Business than this service.

Are There Usage Limits or Geographic Restrictions for Writer?

User Limits
Starter up to 20 users; Teams up to 5 users
API Rate Limits
Model-specific token pricing, no fixed RPM disclosed
Credit Limits
Fixed limits on Starter; unlimited on Enterprise
Minimum Seats
Starter minimum 5 seats ($145+/month)
Trial Duration
14 days for Starter features
API Costs
Additional pay-as-you-go per 1M tokens + storage fees
Customization Access
Full features only on Enterprise (custom pricing)

Is Writer Secure and Compliant?

SOC 2 ComplianceEnterprise-grade security with audit reports available for qualified customers.
GDPR & CCPA ComplianceData privacy controls, brand governance ensures regulatory alignment.
SSO/SAML SupportEnterprise SSO integration with Okta, Azure AD and custom providers.
Admin ControlsEnterprise-wide admin panel, role-based permissions, quality reporting.
Data GroundingKnowledge Graph integration keeps outputs compliant with company data/rules.
EncryptionSecure data handling for custom LLMs and API usage.

What Customer Support Options Does Writer Offer?

Channels
All plansBusiness hoursEnterprise onlyCustom Enterprise pricing
Hours
Business hours standard; 24/7 for Enterprise
Response Time
<24 hours standard; priority for Enterprise
Satisfaction
High ratings for enterprise features (G2)
Specialized
Dedicated customer success for Enterprise
Business Tier
Priority queue, dedicated rep, implementation support
Support Limitations
•No phone support mentioned
•Community/self-serve for Starter only
•Custom sales process required for Enterprise

What APIs and Integrations Does Writer Support?

API Type
REST API with OpenAPI specification for generative AI capabilities including text, image generation, and tool calling
Authentication
API Key authentication for secure access to Writer AI models and endpoints
Webhooks
No public webhook support mentioned in documentation; real-time streaming available for responses
SDKs
No official SDKs listed; direct HTTP API access via standard REST clients
Documentation
Comprehensive developer portal at dev.writer.com with generative AI overview, tokenization details, safety filtering, and specialized features like tool calling and vision
Sandbox
No dedicated sandbox mentioned; testing available through Writer AI Studio and platform trials
SLA
Enterprise-grade uptime for Global 2000 customers; specific guarantees not publicly detailed
Rate Limits
Token-based pricing and limits; details in dev.writer.com for cost optimization and performance
Use Cases
Generate text/images programmatically, integrate Knowledge Graph for company data, tool calling for external APIs, vision analysis, enterprise content creation and automation

What Are Common Questions About Writer?

Writer utilizes its proprietary Palmyra family of Large Language Models (LLMs) to create text, images and other types of content in multiple languages, including 30+. It also has a variety of modes such as Agent Mode which allows you to run a series of steps and Knowledge Graph mode where you can integrate your company's internal data into the creation process. Additionally, it has a feature called Safety Filter that enables users to control what type of content is created.

Writer offers an enterprise level pricing model for global 2000 companies that utilizes a token based cost structure. There are several different options for pricing that will depend on how your organization plans to use the product. In order to determine which option best fits your needs, you should contact the sales team directly. Free trials and demos of the product are available through the website.

Writer is designed to meet the needs of enterprises. As such, it has a number of features that are typically found in enterprise solutions, including Governance, Brand Voice Profiles, a Knowledge Graph that integrates company data and Palmyra models that have been specifically designed for use within businesses.

Yes, Writer does include features that provide safety filtering to prevent users from creating content that could be considered to be harmful, claim detection to assist with fact-checking and enterprise grade security. In addition to these features, Writer is trusted by Global 2000 companies to ensure their compliance and ability to govern their use of AI within their organizations.

Yes, Writer provides access to all of the functionality provided by the product through a REST API for generative tasks, calling tools, and Knowledge Graph integration. Additionally, Writer provides browser extensions for both Chrome and Figma as well as agent capabilities that allow users to seamlessly embed the service into their workflows.

Writer provides a Help Center, AI Academy learning paths, and support for the creation of content. Additionally, Writer provides dedicated support for enterprise customers and a variety of community resources, including blogs and update logs.

Writer provides demos and platform access so that users can test features such as Ask Writer modes. Enterprise trials of the full product are available upon contact and there is no publicly stated free tier.

While Writer is primarily focused on the enterprise market and custom pricing is used to price the services offered by the product, the pricing is based on tokens rather than the amount of work performed by the product. User input is required for the product to perform accurately, but it also has claim detection to help identify potentially problematic content.

Is Writer Worth It?

Writer is a mature enterprise AI platform designed to handle governed content creation, agentic workflow capabilities, and brand-specific output from proprietary Palmyra models. Trusted by Global 2000 companies as a secure, verifiable AI for marketing and operational use cases, it is focused on large-scale enterprise customers that need premium capabilities.

Recommended For

  • Enterprise marketing and content teams require consistent brand voice
  • Companies that are part of the Global 2000, requiring governed AI with internal data integration
  • Organizations that have to manage Requests For Proposal (RFP), campaigns and personalized communication at a large scale
  • Teams that prioritize compliance and fact-checking within their generated content via AI

!
Use With Caution

  • Mid-market teams without enterprise budget — Pricing may be too expensive
  • Smaller businesses looking for low cost, easy to use AI writing solutions
  • Developers who are looking for open source customization options

Not Recommended For

  • Individual creators or solopreneurs — Better suited for consumer grade tools such as ChatGPT
  • Budget constrained startups — No free tier and no public pricing available
  • Non-enterprise users without compliance needs
Expert's Conclusion

The Writer platform is best suited for large-scale enterprises that want a safe, scalable AI solution for content generation through agentic workflows where governance and brand alignment are key.

Best For
Enterprise marketing and content teams require consistent brand voiceCompanies that are part of the Global 2000, requiring governed AI with internal data integrationOrganizations that have to manage Requests For Proposal (RFP), campaigns and personalized communication at a large scale

What do expert reviews and research say about Writer?

Key Findings

The Writer platform is an enterprise-grade AI platform that utilizes Palmyra LLMs for content generation, agent modes, multilingual support, and supports integrations with products such as Knowledge Graph. The most recent updates include improved voice profiles, Agent Mode for complex projects and Figma/Chrome extensions. This has been trusted by the Global 2000 for producing governed and verifiable outputs while providing several safety features.

Data Quality

Good - detailed from official site, dev portal, help center, and blogs. Limited public info on pricing/SLAs/status page; developer docs comprehensive but no GitHub SDKs found.

Risk Factors

!
Due to its enterprise-only focus, this limits access for small user groups
!
Since Writer uses proprietary models, this could slow down innovation compared to an open source model
!
The token based pricing for Writer does not provide clarity on what is included in each tier with no publicly disclosed tiers
!
The enterprise sales process must be completed for all details
Last updated: February 2026

What Additional Information Is Available for Writer?

Recent Updates

2026. “Unlimited examples & iterating edits for voice profiles. Agent Mode for projects on behalf of other people (reports, website, etc). 2024. More accurate suggestions in domain related context”. nucl.ai

Integrations and Extensions

“UI text generation on-the-fly, including Figma. Create text without adverse-tabbing in google chrome. Works with 30+ languages and up to 10M words of uploaded data.” Writer for Figma

Enterprise Focus

“Global 2000 trusted platform for campaign, RFPs, and comms. Uses claim detection, safety filtering, Knowledge Graph to surface trusted data. it.}”

AI Capabilities

“Palmyra LLMs with tool calling, vision, streaming, and Ask Writer modes (General, Document, Knowledge Graph). Emphasis on verifiable, up-to-date content.” writewithpalmyra.com

What Are the Best Alternatives to Writer?

  • •
    Jasper AI: “Enterprise AI writing assistant with brand voice training and templates. More “official marketing-y” than Writer’s agentic workflows; cheaper than Writer. Who it’s best for: content marketing teams who will need enough AI writing tools as you would to check the partners there. Perhaps best compared to jasper.ai overall.”
  • •
    Copy.ai: “AI content generator with workflows and team collaboration. Simplified and cheaper than Writer for SMBs, fewer governance controls. Who it’s best for: sales/marketing enablement. Perhaps best compared to copy.ai overall.”
  • •
    Grammarly Business: “AI writing assistant with style guides and enterprise security. Focuses more on editing than generation; designed more broadly for integration/embedding than tools. Who it’s best for: compliance-heavy writing refinement. Perhaps best compared to grammarly.com/business overall.”
  • •
    Notion AI: “AI embedded in Notion for content, research, and tasks. More collaborative and more affordable, but lacking Writer’s advanced agents / Knowledge Graph. Who it’s best for: knowledge worker teams. Perhaps best compared to notion.so overall.”
  • •
    OpenAI GPTs: “Customizable GPTs via API for generation. Highly open for developers; more flexible but also requiring more enterprise governance set-up. Who it’s best for: Technical teams building bespoke AI. Perhaps best compared to openai.com overall.”

What Content Capabilities Does Writer Offer?

Blog Posts & Articles

Social Media Copy

Ad Copy

Email Marketing

Product Descriptions

Presentations & Reports

Websites

Error Messages & UI Copy

Video Scripts

What Are Writer's Output Metrics?

30+
Languages Supported
10M words
Source Data Upload Limit
Unlimited
Voice Examples
Text, Images
Content Types

What Is Writer's Brand Voice and Tone?

Brand Voice Training
Unlimited examples
Voice from Description
Yes
Voice Editing & Iteration
Comprehensive
Tone Modification
Rephrase & Modify
Style Guidelines
Custom casing rules
Content Memory
Context-aware

What SEO Tools Does Writer Offer?

Keyword Research

SEO Scoring

Readability Analysis

Content Optimization

What Is Writer's Workflow Features?

Agent Mode
Multi-step projects
Team Publishing
Yes
Version History
Yes
Chrome Extension
Generative AI
Figma Integration
Content generation
Ask Writer Modes
General/Document/KG

What Is Writer's Ai Model Info?

Base Model
Palmyra LLMs
Fine-tuning
Custom trained
Vision Capabilities
Yes
Knowledge Graph
Enterprise data
Safety Filtering
Built-in
Tool Calling
External APIs

What Use Case Templates Does Writer Support?

Blog PostsSocial MediaCampaigns & RFPsPresentationsReportsPersonalized CommsUI CopyHeadlines & FAQsLinkedIn Posts

What integrations and connectors does Writer support?

Figma

Chrome Extension

Mac Extension

Knowledge Graph

API Access

External Tools

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