What Tuul.ai does

Tuul.ai (TUUL UG) is a Potsdam/Babelsberg-based AI studio that develops custom AI systems and operates its own portfolio of AI products across agriculture, legal, marketing, and adjacent verticals. Core technology spans computer vision (notably on-device 3D volumetric reconstruction and segmentation), mobile edge AI optimized for consumer smartphones, Vision-Language-Action models for robotics, and applied speech and multimodal analysis. Shipping or in-launch products include CattleWeight (smartphone-based cattle weight estimation with <5-8% error target), Lexedit (verified AI legal research for Polish law), AwesomeCMO (AI marketing service), and tuul.dev (open research lab); additional client-built applications include Braien, EQUiD, FishScore, Animal Tech Talk, Pawsitivid, and Aingler.

The studio operates a hybrid business model: (1) paid custom AI development where clients pay and own the resulting IP, which funds internal R&D; (2) revenue-share partnerships where partners provide audience access and Tuul builds and operates the AI product; and (3) self-serve own-product sales where Tuul retains full IP, roadmap, and P&L. Pricing is opaque and quote-based across services, with most own products in early commercialization. Customer segments are deliberately diversified across SMBs, individual professionals (e.g., Polish lawyers), farmers/ranchers, and consumer niches, with the company explicitly limiting the number of custom engagements it accepts per year.

The company is founder-owned (authorised representatives Shreyas Gite and Jakub Cieslik), self-funded through services revenue supplemented by a ProFIT Brandenburg/ERDF research grant, with a 1-10 employee team. Geographic focus is Europe (Germany-centric), with broader global ambitions expressed through products like CattleWeight. Growth is supported by active hiring in 3D vision and deep learning, ongoing frontier-research publications on robotic foundation models, and a deliberate vertical-by-vertical productization strategy.

Name

Tuul.ai

Legal name

Tuul UG

Website

https://tuul.ai

Company type

Private

Founded year

2021

Operating status

Operating

Headcount range

1–10 employees

Short description

Tuul.ai is a Potsdam-based AI studio that builds proprietary AI products (CattleWeight, Lexedit, AwesomeCMO) and custom computer-vision and mobile-edge AI solutions for agriculture, legal, marketing, and niche consumer verticals, funded by client services and revenue-share partnerships.

Ownership category

akta.pro rank

Product category

Applied AI Software Studio

NAICS

Custom Computer Programming Services (541511), Software Publishers (5132), Computer Systems Design and Related Services (54151)

SIC

Services-Computer Programming Services (7371)

akta.pro primary industry

End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)

akta.pro secondary industry

Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent) (HDAAACAF)

Keywords

• Custom AI development
• Computer vision systems
• Mobile edge AI
• Volumetric analytics
• AI studio services

Headquarters

HQ city

Potsdam

HQ country

Germany

HQ region

Europe

Offices2 records

Markets served

GTM type

B2B and B2C

Offering type

Software

Cost components

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

Revenue model

1. Own AI Product Sales: TUUL makes, owns, operates, and sells their own AI products. Current products include AwesomeCMO (AI marketing service), Lexedit (legal research), CattleWeight (cattle weighing via smartphone), and tuul.dev (open lab). Products are sold to paying users with TUUL retaining full IP, roadmap, and P&L ownership.
2. Paid Custom AI Development: Custom AI development services where clients pay TUUL to build AI solutions for their specific problems. Clients own the resulting IP and TUUL ships to production. This funds the development of new proprietary products.
3. Revenue Split Partnerships: Partnership model where partners bring existing audience/market access, TUUL builds and operates the AI solution, with revenue shared between parties. No upfront cash required from partners. Examples include Braien (automated brand visibility for German operators), Pawsitivid (digital pet identity), and Aingler (AI catch judging for fishing tournaments).

Go-to-market motion2 records

Distribution channels2 records

Marketing channels5 records

Core offering

Tuul.ai is an AI studio that builds, owns, operates, and sells its own AI products (AwesomeCMO for AI marketing, Lexedit for verified Polish legal research, CattleWeight for smartphone-based cattle weight estimation, and tuul.dev open research lab) and funds new product development by delivering paid custom AI builds or revenue-share partnerships for a small number of business clients each year. The studio specializes in applied AI for real-world messy data — computer vision, 3D volumetric reconstruction, mobile edge inference, and robotic foundation models.

Product overview

TUUL.AI is an AI studio that builds, owns, operates, and sells its own AI products. The company operates two distinct offerings: four core products (AwesomeCMO for AI marketing, Lexedit for legal research, CattleWeight for agricultural measurement, and tuul.dev as an open research lab), plus client/partner AI projects (including Braien for brand visibility, EQUiD for horse biometrics, FishScore for AR fish measurement, Animal Tech Talk for pet care, Pawsitivid for pet identity, and Aingler for fishing tournament AI). The studio funds new product development through paid custom development and revenue-split partnerships with a select number of clients annually.

Differentiator

Problem solved

Functional benefit

Brands

• AwesomeCMO: The AI marketing service we wished existed.
• Lexedit
• CattleWeight
• tuul.dev
• Braien
• FINDFINANCE
• Pawsitivid
• Aingler

Products and services

• AwesomeCMO AI marketing service providing automated marketing assistance and campaign optimization for businesses.
• Lexedit Verified legal research workspace for Polish law that delivers source-backed AI citations, historical statutes, document drafting, and mobile continuity for legal work.
• CattleWeight Smartphone-based cattle weight estimation using 3D volumetric reconstruction from photos (with LiDAR depth sensing where available) and on-device processing, providing <5-8% weight accuracy in under 30 seconds without physical scales.
• Custom AI Development (Paid Build) Paid custom AI development service in which clients pay TUUL to build applied AI for their specific business problem, own the resulting IP, and receive a production-shipped solution.
• Revenue-Share AI Partnership Partnership engagement model where a partner brings existing audience or market access, TUUL builds and operates the AI solution, and the two parties share revenue with no cash required from the partner upfront.

Quantifiable outcome

• Cattle weight estimation accuracy of <5-8% error rate compared to physical scales
• +2 more outcomes

Named customers6 records

Segments3 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability10 records

Feature5 records

Partnerships

Four partnerships are on record, tiered core and supporting.

• BraiencoreStrategic or Co-development PartnerRevenue-share partnership for automated brand visibility platform targeting German operators. TUUL built and operates the solution; Braien brings the audience/market access.
• FINDFINANCE / MCH VenturessupportingStrategic or Co-development PartnerPartnership for R&D cost recovery service (up to 35% of R&D costs back from German state). Referral or co-marketing relationship.
• PawsitividsupportingStrategic or Co-development PartnerRevenue-share partnership for digital pet identity verification app. TUUL built the smartphone-based digital identity solution for pets.
• AinglersupportingStrategic or Co-development PartnerPartnership for AI catch judging system for fishing tournaments. TUUL built the tournament management system with 90% automation and offline-first mobile experience.

Scale indicators3 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Connecterra: Dairy farmer AI assistant that applies sensor and vision data to livestock management; directly comparable to Tuul.ai's mobile CV and vertical AI approach in agriculture.
• Cainthus (Cargill): Computer-vision livestock monitoring acquired by Cargill; the most direct comp to Tuul.ai's CattleWeight for image-based cattle analytics in commercial agriculture.
• Blackshark.ai: Applies AI-driven 3D reconstruction and semantic understanding of geospatial imagery; comparable to Tuul.ai's 3D volumetric reconstruction and on-device mobile CV stack.
• Merantix: Berlin-based AI studio and incubator that builds and operates applied AI products across multiple verticals, with a hybrid model of in-house products and partner projects — structurally the closest comparable to Tuul.ai's studio model.

Broad incumbents

• Scale AI: End-to-end AI data platform and custom model development for enterprises; comparable to Tuul.ai on the services side of the studio model, though at vastly greater scale and funding.
• Appen: Large-scale AI data and services provider offering custom model development and dataset creation; a scaled comparable to Tuul.ai's paid custom AI development revenue stream.
• Hugging Face: Open hub for model and code sharing with a community/lab model analogous to Tuul.ai's tuul.dev open lab, and a parallel pathway of monetizing open presence into commercial AI services and products.
• Aleph Alpha: Heidelberg-based AI company building foundation models with an enterprise and European-sovereignty focus; competes for the same German AI talent pool and enterprise custom-AI deals as Tuul.ai.
• Harvey: Domain-specific legal AI for lawyers; comparable to Tuul.ai's Lexedit vertical-AI approach, though operating at much larger scale and capital intensity.

Emerging players

• Corti: Vertical AI for clinical decision support; comparable to Tuul.ai's vertical-product playbook (e.g., Lexedit, AVVA) of building domain-specific AI in a regulated niche.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights6 records

Customer concentration

• Xtwitter.com/tuul_ai
• YouTubeyoutube.com/@tuul_ai
• LinkedInlinkedin.com/company/tuul-ai

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

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 Tuul.ai