FDE & AI Deployment Provider Market Report
Live statistics from the AI Deployment Network provider database: provider counts, geography, pricing transparency, common capabilities, technologies and engagement models.
- Author
- AI Deployment Network Research
- Published
- Reading time
- 5 min read
This report is generated from the providers listed in the AI Deployment Network directory. Figures update automatically as providers are added, verified and claimed. Only published provider profiles are counted.
Quotable findings
Generated from the live database. Quote with attribution to FDE Providers.
- 1 AI deployment provider listed on FDE Providers, 1 of them verified (100%).
- 100% of listed providers publish pricing on their profile.
- The median published starting rate is $8K per month where pricing is public.
- 100% of listed providers offer forward deployed engineering, the most common capability.
- Real Estate is the most frequently served industry, listed by 100% of providers.
- 100% of providers list experience with Claude.
Providers by capability
Top 12. A provider can list several capabilities.
- Forward Deployed EngineeringDeployment capability1 providers, 100%
- AI ImplementationDeployment capability1 providers, 100%
- Embedded EngineeringDeployment capability1 providers, 100%
- AI AutomationDeployment capability1 providers, 100%
- AI IntegrationDeployment capability1 providers, 100%
- AI AgentsAI capability1 providers, 100%
- LLM ApplicationsAI capability1 providers, 100%
- Retrieval-Augmented Generation (RAG)AI capability1 providers, 100%
- AI AssistantsAI capability1 providers, 100%
- AI Workflow AutomationAI capability1 providers, 100%
- AI Evaluation & ObservabilityAI capability1 providers, 100%
- Voice AIAI capability1 providers, 100%
Providers by industry
Top 10 industries served.
- Real Estate1 providers, 100%
- SaaS & Software1 providers, 100%
- Professional Services1 providers, 100%
- Retail & E-commerce1 providers, 100%
- Hospitality & Travel1 providers, 100%
Providers by technology
Top 12 technologies with production experience listed.
- ClaudeAI / LLM providers1 providers, 100%
- OpenAIAI / LLM providers1 providers, 100%
- GeminiAI / LLM providers1 providers, 100%
- AWSCloud platforms1 providers, 100%
- VercelCloud platforms1 providers, 100%
- PostgreSQLData platforms1 providers, 100%
- HubSpotCRM & business systems1 providers, 100%
- SalesforceCRM & business systems1 providers, 100%
- WhatsApp BusinessMessaging channels1 providers, 100%
- TwilioMessaging channels1 providers, 100%
- Model Context Protocol (MCP)AI frameworks1 providers, 100%
- Vercel AI SDKAI frameworks1 providers, 100%
Providers by engagement model
- Embedded FDE1 providers, 100%
- FDE pod1 providers, 100%
- Dedicated engineer1 providers, 100%
- Retainer1 providers, 100%
- Project-based1 providers, 100%
Providers by service region
A provider can serve several regions.
- Global / Remote1 providers, 100%
- Europe1 providers, 100%
- North America1 providers, 100%
- Middle East1 providers, 100%
- South Asia1 providers, 100%
Providers by team size
- 1–10 people1 providers, 100%
How to read this
- Capability counts show how many providers list a capability. A provider can list several, so percentages do not sum to 100.
- Pricing transparency counts providers that publish a monthly range or minimum engagement on their profile. Unpublished pricing is not assumed.
- Verification distinguishes platform-verified records (checked by our team against public sources) from provider-verified records (confirmed by the provider after claiming the profile). Unverified records are platform-created from public information and should be treated accordingly.
Methodology
Providers are added through manual research of public company websites, partner directories and public case studies, and through provider submissions reviewed by the platform team. Sample and placeholder records are excluded from public statistics. No figures in this report are estimates of the whole market; they describe the providers listed here.
Using this data
Statistics on this page may be quoted with attribution to the AI Deployment Network. For custom cuts of the data, sponsored research or the underlying dataset, contact the platform team.
Related reading
AI Deployment Pricing: Engagement Models and Published Ranges
What providers in the directory publish about pricing: minimum engagements, monthly ranges and the engagement models behind them.
In-House AI Team vs FDE vs Staff Augmentation
How to choose between hiring, embedding forward deployed engineers and augmenting your team, with the trade-offs that matter in practice.
FDE vs Solutions Engineer vs Implementation Engineer
What forward deployed engineers actually do, how the role differs from solutions and implementation engineering, and when you need each.