What BroutonLab does

BroutonLab is a private AI engineering services company founded in 2017 and based in Haifa, Israel, that provides dedicated engineering teams to operator-founders building vertical AI products. The company specializes in shipping production AI systems — multi-step agents, voice agents, hybrid ranking and retrieval, custom ML, fine-tuning, and computer vision — rather than prototypes or staff augmentation. Core technology stacks include OpenAI Agents SDK, Elasticsearch, Microsoft Azure, PyTorch, Twilio, and LangFuse, with reference architectures such as an AI sourcing agent handling ~1,000 requests per second across millions of candidate records and a multi-model CV engine cutting sports video processing from three hours to 30 minutes per clip.

The company delivers through a dedicated-team engagement model: 12 to 24 month commitments of 3 to 8 engineers per client, with pricing starting at $15,000 per month and scaling with team size. Engagements are inbound-driven via the company website and a 45-minute discovery call, with no sales team for enterprise RFP processes. BroutonLab explicitly excludes fixed-bid projects under $50K, staff augmentation, and foundation model training from scratch, and primarily serves US hours. The company reports 11-50 employees.

The leadership team is led by founder and CEO Michael (Michail) Yurushkin, who also serves as CTO, alongside Chief Data Scientist Anna Berger and Chief Business Officer Vedin Klovo. The customer base spans startups and enterprise clients across AI technology, HR tech, high-performance computing, sports analytics, agriculture technology, and a US-based staffing firm and a US sports fan engagement mobile app operating at production scale. Two named clients (Opening and Blueprint Stats) have been acquired by iCIMS and Sports Info Solutions respectively, and BroutonLab reports no outside funding rounds, ownership structure, or revenue disclosure.

Name

BroutonLab

Legal name

BroutonLab

Website

https://broutonlab.com

Company type

Private

Founded year

2017

Operating status

Operating

Headcount range

11–50 employees

Short description

BroutonLab is a private AI engineering services firm based in Haifa, Israel, providing dedicated 3-8 engineer teams to operator-founders building vertical AI products. Engagements run 12-24 months at $15K/month or more, focused on production agents, voice AI, ranking systems, and custom ML.

Ownership category

akta.pro rank

Product category

AI Engineering Services

NAICS

Custom Computer Programming Services (541511), Computer Systems Design and Related Services (5415)

SIC

Services-Computer Programming Services (7371), Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

AI/ML Engineering & Model Development Services (BPAEAHAF)

akta.pro secondary industries

AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ), LLMOps & Generative AI Platforms (Prompt/Agent Orchestration, RAG) (HDAEANAD)

Keywords

• AI engineering services
• Dedicated AI teams
• Production AI agents
• Custom machine learning
• Computer vision development

Headquarters

HQ city

Haifa

HQ country

Israel

HQ region

Middle East

Markets served

GTM type

B2B

Offering type

Services

Cost components

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

Revenue model

1. Dedicated Engineering Team Engagements: Long-term dedicated team engagements (12 to 24 months) where a team of 3 to 8 engineers works exclusively on the client's vertical AI product. Pricing starts at $15K/month and scales with team size. The company does not do fixed-bid project work, positioning their model as iterative partnership rather than handoff.

Pricing tiers

Go-to-market motion1 record

Distribution channels2 records

Marketing channels6 records

Core offering

BroutonLab provides dedicated engineering teams (3-8 engineers, 12-24 month engagements starting at $15K/month) that build production-grade vertical AI systems for operator-founders. Deliverables include multi-step AI agents, real-time voice agents on Twilio, hybrid semantic + lexical ranking/matching/retrieval systems, custom machine learning and fine-tuning, and multi-model computer vision pipelines, deployed as scalable microservices on cloud infrastructure.

Product overview

BroutonLab is an engineering services company offering dedicated AI development teams for vertical AI products. Their core offerings are Production AI Agents (multi-step agents with tools, memory, and evals), Voice AI (real-time voice agents on Twilio), Ranking/Matching & Retrieval (hybrid semantic + lexical search), and Custom ML & Fine-tuning. These services are delivered through a dedicated team engagement model (12-24 months, 3-8 engineers, starting at $15K/month). Reference architectures demonstrated through case studies include an AI Sourcing Agent for staffing (combining OpenAI Agents SDK with semantic search and Elasticsearch) and a Sports Fan Engagement Engine (multi-model CV with facial recognition and emotion detection).

Differentiator

Problem solved

Functional benefit

Products and services

• Dedicated Engineering Team (engagement model) Embedded long-term engineering team engagement for operator-founders building vertical AI products: 3-8 dedicated engineers working 12-24 months on a single client's roadmap at $15K/month minimum, focused on production AI rather than prototypes.
• Production AI Agents Design and implementation of multi-step AI agents with tools, memory, and evaluations that run 24/7 with real users; delivered as a production service to operator-founders needing AI workflows beyond scripted demos.
• Voice AI Real-time voice AI agents built on Twilio that handle live call workflows (not script demos), delivered as a production service for use cases such as outbound recruiter calls at scale.
• Ranking, Matching & Retrieval Hybrid search and retrieval systems combining fine-tuned embeddings, re-ranking, and evaluation, used when "just call OpenAI" is not enough; delivered as a production service such as resume-vs-vacancy matching for a 200-person staffing-tech startup.
• Custom ML & Fine-tuning Custom machine learning development when off-the-shelf LLM APIs do not fit, including fine-tuning, classifiers, computer vision, and predictive models such as yield forecasting for AgroTech operator-founders.

Quantifiable outcome

• ~90% labor cost reduction on video preparation
• +4 more outcomes

Named customers8 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 capability13 records

Feature8 records

Partnerships

Five partnerships are on record, tiered core.

• TwiliocoreTechnology or IntegrationTwilio is used as the underlying platform for real-time voice agents. BroutonLab builds voice AI systems on Twilio that handle actual call workflows, not scripted demos. Example cited: outbound voice bot for recruiter calls handling 12k calls/month.
• OpenAIcoreTechnology or IntegrationOpenAI Agents SDK is used as the foundation for the AI agent layer in the sourcing system. Provides declarative tool-calling, structured outputs, and concurrency primitives. The agent uses OpenAI models to parse unstructured briefs and generate structured search intent.
• ElasticsearchcoreTechnology or IntegrationElasticsearch provides the lexical search layer for the AI sourcing agent, handling precise queries against millions of indexed candidates with sub-second response times. Delivers speed and precision on hard constraints (location, experience, company stage) that pure semantic search cannot.
• Microsoft AzurecoreTechnology or IntegrationThe full CV engine stack (Flask microservices architecture) runs on Microsoft Azure, sized for multi-game-per-day throughput. Azure was chosen as the deployment environment for the sports fan engagement platform.
• PyTorchcoreTechnology or IntegrationPyTorch is used for building neural network models including the face recognition system (ResNet101 with ArcFace loss), emotion recognition classifiers, and other CV models in the multi-model engine.

Scale indicators6 records

Recent moves6 records

Expansion highlights5 records

Broad incumbents

• Tiger Analytics: Tiger Analytics is a data and AI analytics consulting firm delivering ML, NLP, and computer vision solutions to enterprises. Comparable in AI/ML services depth and project-based delivery, though generally larger and more enterprise-focused than BroutonLab.
• Andela: Andela provides dedicated engineering talent and team extensions for product companies globally, including AI/ML work. Comparable in dedicated-team model and engagement-based delivery, though broader in scope than BroutonLab's vertical AI positioning.
• BairesDev: BairesDev provides dedicated engineering teams and staff augmentation across software development including AI/ML. Larger-scale incumbent with comparable dedicated-team delivery model, though broader in scope (full-stack SWE) than BroutonLab's vertical-AI focus.
• Fractal Analytics: Fractal Analytics is a large AI and analytics services firm offering ML, computer vision, and decisioning AI for enterprises. Overlaps with BroutonLab's CV and ML offerings but operates at much larger scale across broader industry verticals.

Direct peers

• Itransition: Itransition is a custom software development and AI/ML consulting firm providing dedicated teams across machine learning, computer vision, and data engineering. Comparable to BroutonLab in offering AI engineering services to product companies, with similar enterprise and startup customer mix.
• Master of Code Global: Master of Code Global is a development agency focused on conversational AI, generative AI, and custom AI product development. Comparable to BroutonLab's voice AI and agent work, with similar end-to-end delivery of production AI for product companies.
• InData Labs: InData Labs specializes in AI consulting, machine learning, and computer vision development for product companies. Strong overlap with BroutonLab's CV, NLP, and predictive modeling capabilities, with a similar boutique-services positioning.
• Toptal: Toptal is a marketplace for top freelance engineers, including AI/ML specialists, with dedicated engagement options. Comparable to BroutonLab's premium AI engineering talent positioning, though Toptal operates a broader talent marketplace model rather than a dedicated boutique team.
• MobiDev: MobiDev is an AI/ML software development services company offering dedicated engineering teams for AI, computer vision, and data science projects. Directly comparable to BroutonLab in delivery model (dedicated teams), AI focus (agents, CV, ML), and target customer (product companies needing production-grade AI).
• ScienceSoft: ScienceSoft is an AI/ML consulting and development company delivering custom machine learning, computer vision, and data science solutions. Directly comparable in services portfolio (CV, NLP, ML engineering) and enterprise/startup customer base.

Market position

Strengths1 record

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights7 records

Customer concentration

• GitHubgithub.com/broutonlab
• LinkedInlinkedin.com/company/broutonlab

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 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 BroutonLab