What Automata does

Automata, operated by Finnish private limited company Neoteams Oy (Business ID 3233351-2), is an AI-native software development platform founded by CEO Paulus Mikkola and built around a team of approximately ten people in Helsinki. The company has developed a proprietary, patent-pending software architecture specifically designed so that LLMs can understand and build with it, with the stated goal of automating up to 90% of the software production lifecycle — including development, testing, debugging, and enterprise-scale applications. The technical premise is that conventional software architecture has followed the wrong structural path for 40 years, and that LLMs require a fundamentally different foundation in order to preserve high-quality code across iterations rather than eroding it through rewriting — a concept the founder describes as biomimicry-inspired and positioned against 'vibe coding' platforms.

The company operates a sales-led, enterprise-targeted go-to-market with a deliberately constrained project pipeline. Commercial offerings include an AI Opportunity Scan (€750) for AI-readiness assessment, a Prototype Project engagement (€4,500 with 1–2 week delivery and a 100% money-back guarantee if not progressed to full development), Further Development for continued build-out, and optional Hosting & Maintenance subscriptions with modular add-ons. Target customers span four segments: B2B SaaS companies embedding AI or LLM features into their products, enterprise CIOs running internal AI initiatives, non-technical founders with funded ideas but no dev team, and non-software companies whose prior AI projects failed. The company explicitly takes on only a handful of projects at a time to maintain quality and offer early clients a stated first-mover advantage, and revenue figures, funding amount, and customer logos are not publicly disclosed.

Name

Automata

Legal name

Neoteams Oy

Website

https://automata.builders

Company type

Private

Operating status

Operating

Short description

Automata (Neoteams Oy) is a Helsinki-based AI-native software development platform using a proprietary LLM-friendly architecture to automate up to 90% of the software lifecycle. It serves B2B SaaS firms, enterprise CIOs, and non-technical founders via custom development, prototype, and hosting services.

Ownership category

akta.pro rank

Product category

AI Software Development Platform

SIC

Services-Computer Programming Services (7371)

akta.pro primary industry

Robotic Process Automation (RPA) & Hyperautomation Platforms (HDAEAKAF)

akta.pro secondary industry

Workflow Automation for IT & Ops (Runbooks, Job Scheduling) (HDAEAHAH)

Keywords

• AI software development
• AI-native applications
• Custom software development
• Software architecture automation
• Generative AI coding

Headquarters

HQ city

Helsinki

HQ country

Finland

HQ region

Europe

Offices2 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. Custom Software Development: Co-creation of custom AI-integrated software with human developers. The company acts as a product extension for clients, delivering core features, MVPs, prototypes, internal tools, automations, and dashboards using Automata-powered development.
2. AI Opportunity Scan: Initial assessment service analyzing business processes to identify AI opportunities. This serves as an entry point that leads to prototype and full development engagements.
3. Prototype Projects: Low-risk software skeleton delivery including UX/requirement mapping, technical design, development/testing, and documentation. Approximately 1-2 week delivery with 100% money-back guarantee.
4. Hosting & Maintenance: Ongoing hosting services with optional add-ons including phone support, bug fixing, extended LLM usage, additional server resources, data auditing, SLA, and training/onboarding.

Pricing tiers

Go-to-market motion2 records

Distribution channels3 records

Marketing channels4 records

Core offering

Automata is a proprietary AI-native software development platform built on a new architectural framework that LLMs can understand and work with, enabling up to 90% automation of the entire software production process. The company co-creates custom AI-integrated software with human developers, delivering core features, MVPs, prototypes, internal tools, automations, and dashboards for enterprise and startup clients.

Product overview

Automata is an AI-native software development platform built by Neoteams Oy that enables up to 90% automation of the entire software production process. The core product is the proprietary Automata architecture, which LLMs can understand and build with, enabling 8x faster delivery than traditional development. The service offering includes: an AI Opportunity Scan for strategic analysis (€750), a Prototype Project for initial software development (€4,500), Further Development for continued work, and optional Hosting & Maintenance add-ons. The Automata Library provides educational content on AI design and software development. The platform enables co-creation between Automata and human developers, combining AI's speed with human oversight.

Differentiator

Problem solved

Functional benefit

Products and services

• Automata Platform A proprietary AI-native software development platform and architectural invention that enables up to 90% automation of the entire software production process. It provides an architecture that LLMs can understand and build with, enabling 8x faster delivery than traditional development. Used by enterprises, B2B SaaS companies, and founders.
• AI Opportunity Scan

Quantifiable outcome

• 8x faster average development compared to traditional methods
• +4 more outcomes

Segments4 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability6 records

Feature4 records

Scale indicators7 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Builder.ai: AI-augmented custom software development services business. Most comparable to Automata in business model — both sell AI-assisted custom app builds to enterprises and non-technical buyers — though Builder.ai relies on a more modular assembly approach versus Automata's claimed proprietary architecture.
• Cursor (Anysphere): AI-first IDE and coding tool aimed at developers and teams building software with LLMs. Direct competitor in the 'AI-native software development' category, with significantly larger traction and venture funding.
• Tabnine: Enterprise-focused AI coding assistant offering private model deployment. Comparable as an AI-coding tool targeting enterprise developer teams, with a different go-to-market than Automata's services-led approach.
• Windsurf (Codeium): AI coding IDE and assistant (formerly Codeium) competing directly with Cursor and Copilot in AI-native development workflows. Comparable as a developer-facing AI coding tool with proprietary model and IDE integration.
• Cognition AI (Devin): Creator of Devin, an autonomous AI software engineer that plans and executes multi-step coding tasks. Directly comparable to Automata's positioning as a system that 'thinks like a developer, plans like an architect, and tests like a real user'.
• Replit: AI-powered software development platform that lets users build, run, and deploy apps from the browser, including AI app generation. Comparable as a horizontally-targeted AI software creation platform for both technical and non-technical users.

Emerging players

• Augment Code: Enterprise AI coding agent focused on large, real-world codebases with context-aware code generation. Comparable as an emerging AI-coding player pursuing enterprise workflows similar to those Automata targets.
• Factory AI: Autonomous AI agents ('Droids') designed to take on end-to-end software engineering tasks in enterprise codebases. Directly comparable to Automata's claim of automating the software lifecycle end-to-end with limited human intervention.
• Lovable: AI app builder that turns natural-language prompts into deployed web apps, targeting founders and non-technical builders — overlapping with Automata's 'founders without dev teams' and prototype engagement segments.

Broad incumbents

• GitHub Copilot: Microsoft-backed AI coding assistant deeply integrated into the world's largest code-hosting platform. The dominant broad incumbent in AI-assisted software development and the primary competitive threat to any AI-coding startup.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights6 records

Customer concentration

Revenue estimate

Valuation estimate

Number of profiles

Profiles5 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 Automata