Motley (Motley Stories AG) logo

Motley (Motley Stories AG)

AI InfrastructureEnriched90% conf

A semantic layer that enables AI agents to query databases and learn from data

pypi.org ↗

📍 Zurich, Switzerland

Verified Data

💰
Est. Revenue<$100K ARR

“Based on $1.5M pre-seed funding in Nov 2025 and 2-10 employee team size, typical early-stage startup metrics suggest minimal revenue at this stage”

🚀
Funding$1.5M pre-seed from Seedcamp (lead), Tiny.vc, Tiny Supercomputer Investment Collective
🔗tech.eu↗
📊
Monthly Traffic<10,000 visits/month

“monthly_web_traffic: Estimated <10,000 visits (SimilarWeb)”

👥
UsersEarly adoption by AI developer community

“user_customer_count: Early adoption by AI developer community”

🧑‍💻
Team Size2-10 employees
🔗linkedin.com↗
📈
GrowthProduct expansion with SLayer 0.2 (Feb 2026)

“growth_metrics: Product expansion with SLayer 0.2 (Feb 2026)”

🏷️
StagePre-seed (Nov 2025)
📅
Founded2025

Company Profile

ModelOpen Core (SLayer open source + Enterprise SaaS features)
VerticalAI agent developers, Enterprise data teams
BuyersAI agent developers and enterprise data teams building AI-native applications
PricingOpen source is free; Enterprise pricing available upon request

Contact

✉️ [email protected] LinkedInX @useMotley

Strategic Analysis

Strategy

Open core strategy with SLayer as the open-source foundation to drive developer adoption, while monetizing through enterprise features and managed services. Targeting the emerging AI agent ecosystem by providing the data infrastructure layer that enables agents to work with business data.

Tactics

Open-sourced SLayer under MIT license to build developer community and drive adoption. Active on GitHub and Medium for developer engagement. Leveraging pre-seed funding to expand product capabilities with features like recursive queries in SLayer 0.2.

Competitive Positioning

Positioned as the semantic layer specifically designed for AI agents, differentiating from traditional BI tools by focusing on AI-native workflows and automated business reporting rather than human-driven dashboards.

Marketing Approach

Developer-first approach through open-source community building on GitHub. Content marketing via Medium blog posts explaining technical capabilities. Targeting AI developer community through direct engagement and thought leadership.

Notable

Founded in 2025, raised $1.5M pre-seed led by Seedcamp, open-sourced SLayer under MIT license

🔗 Source ↗

Tech Stack

PythonPythonPostgreSQLPostgreSQLSQL databasesLLM integrations
🔗 Source ↗

Recent News

Motley raises $1.5M and launches AI business reporting platformNov 6, 2025Led by Seedcamp, the round supports Motley's mission to automate business reporting using its semantic layer for AI agents.SLayer 0.2: Queries That Build on QueriesFeb 15, 2026Introduction of recursive query capabilities in the SLayer open-source project.Swiss Startup Motley Secures Pre-Seed FundingNov 6, 2025A detailed look at the founding team and their vision for the future of AI-native data layers.

Related AI Infrastructure Companies

NVIDIA Warp logo
NVIDIA Warp
AI Infrastructure
Public company (NVIDIA)
pgvector logo
pgvector
AI Infrastructure
Osaurus logo
Osaurus
AI Infrastructure
llm-d Router logo
llm-d Router
AI Infrastructure
Alma logo
Alma
AI Infrastructure
Bootstrapped
BerriAI / LiteLLM logo
BerriAI / LiteLLM
AI Infrastructure
$10M+ ARR$1.6M seed from Y Combinator

Discovery Sources

Show HN: SLayer, a semantic layer maintained by your agent
May 12, 2026

Signals

trend indicatorsemantic-layer🔗 source ↗

Evidence

github.com

SLayer sits between your database and AI agents (or internal tools, dashboards, scripts). It allows to: