What Samsa.AI does

Samsa.AI (legally Samsa Labs AG) is a Swiss B2B SaaS company headquartered in Lucerne, Switzerland, that operates an AI-powered platform for generating brand-consistent marketing images and videos. The platform trains custom LoRA-style AI models on each customer's corporate style, products, people, and scenes using 1–10 reference images; these trained models can then be composed in a single prompt (up to 14 models at a time) and combined with brand color palettes to produce image, video, and edit outputs that enforce corporate visual standards.

The product surface comprises core generation modules — Train AI Models, Create Images, Generate Videos, and Magic Edit — alongside add-on modules for 3D Visualization, Packshots (AI product photography), and Whitelabel delivery. Underlying generation is delivered through third-party engines (Nano Banana, Runway, Luma, Veo 3.1, MiniMax, Kling, Sora 2 Pro) with explicit mention of OpenAI's Sora 2 Pro [OpenAI's video generation model]. The platform is accessible via a self-serve web app, a public REST API (https://api.samsa.ai/public/v1), and a Model Context Protocol (MCP) server enabling agent-driven workflows across Claude, ChatGPT, Cursor, n8n, and other MCP-capable clients.

Commercial mechanics combine a monthly subscription model with credit-based generation and credit top-ups. The publicly disclosed Starter plan is priced at 49 CHF/month, includes 500 credits, and supports up to 3 team members; higher enterprise tiers, dedicated demo requests, and whitelabel licensing address larger brand and marketing organizations. The company self-reports 250+ brand and marketing team customers concentrated in Switzerland across regulated and consumer industries (banking, insurance, rail, tourism, beverages, automotive, retail, manufacturing). Data is hosted exclusively in Frankfurt, Germany, with self-attested GDPR and CCPA compliance as the basis for enterprise procurement. Revenue, headcount, and funding figures are not disclosed in the available sources.

Name

Samsa.AI

Legal name

Samsa Labs AG

Website

https://samsa.ai

Company type

Private

Founded year

2024

Operating status

Operating

Short description

Samsa.AI (Samsa Labs AG) is a Swiss B2B SaaS platform that trains custom AI models on each brand's style, products, people, and scenes to generate on-brand marketing images, videos, and edits for enterprise and SMB brand teams.

Ownership category

akta.pro rank

Product category

AI Visual Content Generation

NAICS

Software Publishers (5132)

SIC

Services-Prepackaged Software (7372)

akta.pro primary industry

AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ)

akta.pro secondary industries

End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA), Model Serving, Inference & Deployment Platforms (APIs, Edge/On-Prem) (HDAEANAC), AI Governance, Risk & Compliance (GRC) Platforms (HDAAAMAA), Responsible AI, AI Governance & Compliance Services (BPAEAHAJ)

Keywords

• AI image generation
• AI video generation
• Brand visual content
• Marketing automation
• Custom AI model training

Headquarters

HQ city

Lucerne

HQ country

Switzerland

HQ region

Europe

Offices2 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Infrastructure, Personnel, Marketing or Sales, Operations

Revenue model

1. Subscription Plans: Monthly or annual subscription tiers with allocated credits for image and video generation. Credits can be topped up with additional packages. Unused monthly credits expire; top-up credits remain valid for 1 year from purchase date.
2. Credit Top-ups: Additional credit purchases available for users who exceed their monthly allocation. Requires active subscription to purchase new top-ups.
3. Enterprise Licensing: Whitelabel solutions for enterprise clients requiring branded AI image generation capabilities

Pricing tiers

Go-to-market motion2 records

Distribution channels5 records

Marketing channels8 records

Core offering

Samsa.AI is a B2B AI platform that lets brand and marketing teams train custom models on their corporate style, products, people, and scenes, then use those models to generate on-brand images and videos from text prompts. The platform combines Train (custom model creation), Create (image and video generation), and Magic Edit (prompt-driven image editing), exposes these through a REST API and MCP server, and is sold via a credit-based subscription starting at 49 CHF/month with enterprise and whitelabel tiers.

Product overview

Samsa is a Swiss B2B brand AI platform offering a unified suite of AI-powered visual content creation tools. The core platform consists of three integrated modules: Train AI Models (custom LoRA-style model training from brand reference images into style, object, person, and setting models), Create (image and video generation from text prompts with optional model composition), and Magic Edit (AI image editing from prompts with optional inpainting masks). Additional offerings include 3D Visualization, Packshots (AI product photography), and Whitelabel. All capabilities are accessible via a public REST API and an MCP server for agent-driven automation, with a credit-based subscription model (Starter plan at 49 CHF/month).

Differentiator

Problem solved

Functional benefit

Products and services

• Train AI Models Custom AI model training that turns a brand's reference images (1-10 per model) into reusable style, object, person, and setting models. The trained models can then be composed into any image or video generation to keep outputs on-brand. Aimed at brand and marketing teams at enterprises, agencies, and SMBs.
• Create Images Text-to-image generation that can compose trained brand models (style, object, person, setting) and brand color palettes into on-brand visuals. Supports 1-4 outputs at 1K/2K/4K resolution and multiple aspect ratios. Targeted at brand and marketing teams producing campaign and product imagery.
• Generate Videos AI video generation in three modes: image-to-video (animate a start frame), text-to-video, and text-to-video-styled (prompt plus trained brand models). Supports multiple engines (Veo 3.1, Runway, Luma, MiniMax, Kling, Sora 2 Pro), aspect ratios (16:9, 9:16, 1:1), and resolutions up to 4K with optional audio. Aimed at brand and marketing teams producing campaign videos.
• Magic Edit Prompt-driven AI image editing that applies a text instruction to an existing image, optionally with an inpainting mask, while reusing trained brand models for on-brand results. Available via the Samsa app and the public API. Targeted at brand and marketing teams refining existing visuals.
• 3D Visualization 3D visualization feature for generating three-dimensional brand assets and scenes, listed in the Samsa main navigation as a distinct offering alongside image, video, and editing products. Aimed at brand and marketing teams needing 3D brand visuals.
• Packshots AI-powered product photography service for generating consistent packshots and product images in brand-aligned styles, also referred to as product photography. Aimed at brands and product marketers needing consistent product imagery without physical photo shoots.
• Whitelabel White-label offering that lets partners or large enterprises rebrand and distribute Samsa's AI image and video generation capabilities under their own identity. Targeted at platform partners, agencies, and large enterprise customers.
• MCP Server Remote Model Context Protocol server (https://api.samsa.ai/mcp) that exposes seven tools (list_models, get_model, generate_image, edit_image, generate_video, get_job_status, get_credit_balance) for AI agents in Claude, ChatGPT, Claude Code, Cursor, VS Code, Windsurf, Codex, n8n, Gemini CLI, Microsoft Copilot Studio, and MCP Inspector. Authenticates via OAuth or API keys with scoped access. Targeted at developers, AI builders, and enterprises embedding Samsa into AI-assisted workflows.
• Samsa REST API Public REST API (base URL https://api.samsa.ai/public/v1) covering image generation, image editing, video generation, model training, model management, and account/usage endpoints. Uses organization API keys (Bearer token, format samsa_sk_...), async job pattern with 202 Accepted responses, HMAC-SHA256 signed webhooks, and rate limits of 60 requests/minute per key with max 5 in-flight jobs per organization. Targeted at developers and enterprise integrators.

Quantifiable outcome

• 250+ brand and marketing teams in Switzerland rely on the platform
• +1 more outcomes

Named customers18 records

Segments3 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

AI capability7 records

Feature7 records

Partnerships

14 partnerships are on record, tiered core, core infrastructure, infrastructure and operations.

• Nano BananacoreTechnology or IntegrationAI image generation model available as part of Samsa's unified AI access. Integrated as engine option for image generation. Available through standard subscription.
• RunwaycoreTechnology or IntegrationAI video generation model integrated into Samsa platform. Part of unified AI access allowing use of leading AI models in one subscription.
• LumacoreTechnology or IntegrationAI video generation model available on Samsa platform. Part of multi-model approach for video creation capabilities.
• Veo 3.1coreTechnology or IntegrationGoogle's video generation model available as engine option. Default engine for video generation (veo_3_1_lite).
• MiniMaxcoreTechnology or IntegrationAI video generation model available on Samsa platform. Part of unified AI access subscription.
• KlingcoreTechnology or IntegrationAI video generation model available as engine option on the platform.
• Sora 2 ProcoreTechnology or IntegrationOpenAI's video generation model available as premium engine option for video creation.
• Google Cloud Platformcore infrastructureTechnology or IntegrationCloud infrastructure provider for storage and digital infrastructure services. Used for hosting and content delivery.
• CloudwaysinfrastructureTechnology or IntegrationManaged cloud hosting services used for storage and infrastructure needs.
• Claude (Anthropic)coreTechnology or IntegrationMCP server integration allowing Claude AI assistant to access Samsa's image and video generation capabilities as tools. OAuth authentication supported.
• ChatGPT (OpenAI)coreTechnology or IntegrationMCP server integration with ChatGPT for AI assistant access to Samsa's generation tools. OAuth authentication supported.
• StripecoreTechnology or IntegrationPayment processing service for subscription billing and credit purchases. Handles secure payment transactions.
• HubSpotoperationsTechnology or IntegrationCRM platform used for customer relationship management and marketing automation.
• SalesforceoperationsTechnology or IntegrationCRM platform used for customer relationship management.

Scale indicators2 records

Recent moves6 records

Expansion highlights5 records

Direct peers

• Typeface: US-based AI platform that trains brand-specific models and generates on-brand marketing content (images, copy, video) for enterprise marketing teams. Most direct functional competitor to Samsa in the 'brand-consistent generative AI for marketing' category, though Typeface operates at larger enterprise scale.
• Midjourney: Leading AI image generation service used by marketing teams for hero visuals and concepts. Comparable on the image-generation axis but lacks Samsa's brand-specific model training, brand color enforcement and enterprise data residency positioning.
• Recraft: AI design tool focused on brand-consistent vector and raster image generation for marketing and product teams. Closely comparable feature set to Samsa's Create + Train modules (style references, brand controls), and targets a similar marketing-team buyer.
• Runway: AI video and image generation platform with proprietary Gen models and enterprise offerings. Comparable to Samsa's Generate Videos module and is in fact one of Samsa's underlying model partners, but Runway also sells direct to enterprise marketing teams as an end-user product.
• Krea.ai: AI design platform for images and video with style/training features and an API for programmatic access. Functionally overlapping with Samsa's Train + Create + Magic Edit and serving a similar creator/marketing power-user base.

Broad incumbents

• Canva (Magic Studio): Mass-market design platform with Magic Studio AI features including brand kit, Magic Design and text-to-image. Competes with Samsa for the same marketing-team budget at the SMB/mid-market layer, but ships as part of Canva's general design suite rather than a brand-consistency specialist.
• Stability AI: Provider of open and commercial image/video foundation models (Stable Diffusion, Stable Video) used across the creative tooling ecosystem. Comparable as a generative-AI image/video supplier; Samsa also integrates third-party engines and could conceivably bundle Stability models directly.
• Adobe Firefly: Adobe's generative AI image and video service, integrated into Creative Cloud, Express and the Firefly app. Overlaps with Samsa on brand-consistent image generation (Firefly Brand Kit, style references) but ships inside Adobe's broader design and DAM stack, which Samsa does not compete with.

Emerging players

• Jasper: Enterprise marketing AI platform originally focused on copy, now expanding into brand voice and image generation. Comparable as a marketing-team AI platform with brand-knowledge features, though centered on text where Samsa is centered on image/video.
• Bria AI: Enterprise-focused visual generative AI platform with API access, brand-safe training and EU data residency positioning. Closely comparable on the regulated-enterprise, EU-hosting, API-first axes that Samsa also emphasizes for DACH customers.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

Compliance2 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Samsa.AI