AI Development

What AI Development does

AInnovate OÜ is a privately held, boutique AI development firm headquartered in Tallinn, Estonia, founded by Andrei Hirvi, who has been working in AI since 2018. The company designs and builds custom AI solutions — including autonomous software development agents, personalization engines, business intelligence systems, and pricing automation — for clients across entertainment & gaming, retail & commerce, and enterprise BI. Its technology stack is built around multi-model AI engines that learn and adapt in real time, with structured human-in-the-loop oversight and audit trails, and it integrates with common enterprise systems (Postgres, Salesforce, SAP) as well as Apple and Google Wallet for consumer-facing products.

AInnovate operates a productized services model: it offers both bespoke custom AI development (priced from €20k for simple projects to €80k+ for complex enterprise solutions, with timelines of 1–6 months) and a portfolio of own-branded products — Adkuu Personalized Lobby (AI game recommendations), Adkuu Bet Slip in Your Wallet (sports betting via wallet integration), Adkuu Play (prediction markets), and Faire (Gen Z event discovery). The company is bootstrapped, founder-owned, and not yet funded externally. Go-to-market is consultative and direct: free initial consultation, email or LinkedIn outreach to the CEO, and engineer-led delivery without intermediaries. The team is intentionally small (1–10 employees), senior, and based in Estonia, which underpins a 30–40% cost advantage versus Western European tech hubs.

Name

AI Development

Legal name

AInnovate OÜ

Website

https://ainnovate.ee

Company type

Private

Founded year

2023

Operating status

Operating

Headcount range

1–10 employees

Short description

AInnovate OÜ is a Tallinn-based boutique AI development firm that builds custom AI solutions — agentic software agents, personalization engines, and business intelligence — for gaming, retail, and enterprise clients, operating a productized services model with in-house products Adkuu and Faire.

Ownership category

akta.pro rank

Product category

Custom AI Development Services

NAICS

Custom Computer Programming Services (541511), Software Publishers (5132)

SIC

Services-Computer Programming Services (7371), Services-Prepackaged Software (7372)

akta.pro industry

PRIMARYBPAEAHAF

AI/ML Engineering & Model Development Services

Business & Public Services/IT & Digital Services (Managed Services, Systems Integration)/Data, Analytics & AI Services

SECONDARYHDAEANAA

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

Hardware, Technology & Telecom/Enterprise Platforms & Databases/Artificial Intelligence Platforms for Enterprise

SECONDARYHDAEANAJ

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

Hardware, Technology & Telecom/Enterprise Platforms & Databases/Artificial Intelligence Platforms for Enterprise

Keywords

• Custom AI development
• AI agent development
• Personalization engines
• AI consultancy services
• Enterprise AI solutions

Headquarters

HQ city

Tallinn

HQ country

Estonia

HQ region

Europe

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. Custom AI Development Projects: Project-based custom AI solution development. Most projects range from €20k for simple AI products to €80k+ for complex solutions like Risk Management with AI for Sports Betting. Timeline ranges from 1 month (basic chatbots) to 4-6 months (full enterprise transformation). Always delivers working solution within first month.

Pricing tiers

Go-to-market motion1 record

Distribution channels2 records

Marketing channels3 records

Core offering

AInnovate OÜ is a boutique AI development company based in Tallinn, Estonia that builds custom AI software, agentic workflows, and personalization systems for enterprise clients. The company delivers production-ready AI solutions including AI agents for software development, personalization engines, business intelligence systems, and AI-powered team intelligence. Pricing ranges from €20k for simple AI products to €80k+ for complex enterprise solutions, with timelines from 1 month (basic chatbots) to 4-6 months (full enterprise transformation).

Product overview

AInnovate is a boutique AI development company offering custom AI solutions as both standalone products and bespoke development services. The product portfolio includes four public-facing products: Adkuu Bet Slip (sports betting via wallet integration), Adkuu Personalized Lobby (AI recommendation engine for gaming), Adkuu Play (prediction markets platform), and Faire (creator-driven event discovery). Beyond these, the company provides custom AI development services including personalization engines, agentic systems for autonomous software development, AI-powered team intelligence, and business intelligence solutions. Projects range from €20k for simple AI products to €80k+ for complex enterprise solutions.

Differentiator

Problem solved

Functional benefit

Brands

• Adkuu: AI-powered sports betting solution featuring bet slip integration with Apple and Google Wallet, and personalized game recommendations for online casinos.
• Adkuu Play
• Faire

Products and services

• Adkuu Bet Slip in Your Wallet A sports betting product enabling zero registration and instant bet placement through Apple and Google Wallet integration, dramatically reducing customer acquisition costs for sports betting operators.
• Adkuu Personalized Lobby AI-powered game recommendations engine that increases player retention for online casinos. Multi-model AI engine learns and adapts to individual player preferences in real-time while respecting privacy.
• Adkuu Play A modern prediction markets platform covering elections, crypto, and sports events with seamless digital wallet integration for real-time updates and instant participation without app downloads.
• Faire An event discovery platform for Generation Z connecting users with events through trusted creators, featuring instant ticket delivery and creator-powered discovery.
• Custom AI Development Services Bespoke AI solution development covering personalization engines, business intelligence systems, agentic systems, and team intelligence for enterprises. Project-based engagements delivered with working software within the first month.

Quantifiable outcome

• 40% increase in player retention for entertainment/gaming clients
• +4 more outcomes

Named customers4 records

Segments4 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration5 records

AI capability8 records

Feature5 records

Partnerships

One partnership is on record.

• Gorodenkoff ProductionsminorOthersFeatured as trusted industry leader in partner logos section on website. Nature of relationship appears to be client/customer rather than formal partnership.

Scale indicators6 records

Recent moves5 records

Expansion highlights5 records

Direct peers

• LeewayHertz: AI and software development services firm offering custom AI solutions, generative AI, and enterprise AI integration. Closely matches AInnovate's custom AI delivery model and target verticals.
• nexocode: AI consultancy building custom AI-powered solutions and applications for enterprises across industries. Highly comparable boutique AI development positioning to AInnovate.
• InData Labs: Boutique AI/ML development consultancy delivering custom data science and AI solutions to enterprise clients. Highly comparable in service model, scale, and customer profile to AInnovate.
• Markovate: AI development agency specializing in custom AI solutions, generative AI, and intelligent automation for enterprise and startup clients. Directly competes with AInnovate on custom AI development services.
• SoluLab: AI/ML and blockchain development services firm delivering custom enterprise AI solutions. Comparable service-led, custom-build business model targeting similar enterprise buyers.

Regional players

• Pactum AI: Estonian AI company building autonomous negotiation agents for enterprise procurement. Regional peer sharing AInnovate's Estonia base, senior talent pool, and EU-native AI positioning.

Emerging players

• Scale AI: AI data and evaluation platform with adjacent enterprise AI services. Comparable in building production AI systems for enterprise, though at significantly larger scale and with platform tooling rather than pure services.
• Snorkel AI: Enterprise AI platform combining data-centric AI development tooling with services. Partial overlap with AInnovate's custom AI engineering offering, though Snorkel sells a platform-augmented model rather than pure custom builds.

Broad incumbents

• Deloitte: Big Four professional services firm with substantial AI engineering, analytics, and GenAI transformation practices. Broad incumbent competing for the same enterprise AI development budgets as AInnovate.
• Accenture: Global professional services firm with a large AI and data practice serving enterprise buyers. Represents the broad incumbent alternative enterprises may consider instead of a boutique like AInnovate.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat4 records

Key risks6 records

Key highlights6 records

Customer concentration

• LinkedInlinkedin.com/company/ainnovate-ou

Compliance1 record

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 AI Development