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Invest in the Future of Business Brokerage Automation
Brokkie is an AI-powered valuation and deal-prep engine transforming how brokers and advisors prepare, package, and present deals.
The Opportunity
A Massive, Underserved Market Ready for Modern Tools
Hundreds of thousands of small and mid-sized businesses are bought and sold every year, yet brokers still rely on spreadsheets and manual workflows. The friction is palpable: valuations that should take hours stretch into days, deal documentation lacks consistency, and scalability remains a persistent challenge.
The demand for faster valuations, consistent documentation, and scalable deal preparation is skyrocketing. Business owners expect modern, professional service delivery. Buyers want transparency and speed. Yet the industry's tech stack hasn't evolved to meet these expectations.
This gap represents a massive opportunity. Brokkie is positioned to become the AI backbone of this ecosystem, delivering the automation and intelligence that brokers desperately need to compete in today's fast-moving market.

Market Reality
Traditional brokerage workflows create bottlenecks that limit deal volume and reduce broker efficiency across the entire industry.
What Brokkie Does
AI-Powered Valuation & Deal Prep Designed for Brokers
Brokkie automates the most time-intensive steps of deal preparation: gathering financials, analyzing comparables, estimating valuation ranges, and generating polished documents. Built with domain experts, for domain experts.
Faster Valuation Preparation
Reduce valuation turnaround time from days to hours with intelligent automation
Consistent Professional Outputs
Generate polished, standardized documents that elevate your brand
Centralized Workflow
Manage all deal preparation activities in one intelligent platform
Future-Ready Integration
Built for expansion with integrations and ecosystem partnerships
Our platform leverages advanced AI models trained specifically on business valuation methodologies and M&A best practices. The result is a tool that thinks like an experienced broker but operates at machine speed, freeing professionals to focus on relationships and deal-making rather than spreadsheet wrestling.
Traction & Momentum
Strong Early Signals From Brokers & Advisors
A growing cohort of brokers, advisors, and small M&A firms have joined our early pilot interest list. These aren't tire-kickers - they're active professionals seeking modern tools that help them work faster, reduce errors, and increase deal volume.
The feedback has been consistent: brokers recognize immediately how Brokkie addresses their daily pain points. They're eager for solutions that deliver professional-grade outputs without requiring them to become AI experts.
This validation from practitioners confirms we're solving a real problem with a solution the market is ready to adopt.
Business Brokers
Independent and boutique firms looking to scale operations
M&A Advisors
Advisory firms seeking workflow efficiency and consistency
Financial Advisors
Professionals expanding into business valuation services
Why Now
The Brokerage Workflow Is Ripe for AI Acceleration
Demographic Shift
Baby-boomer ownership transitions are accelerating, creating unprecedented deal volume as millions prepare to exit their businesses
Rising Deal Volumes
Small and mid-market M&A activity continues to grow year over year, straining existing broker capacity
AI Capability Breakthrough
Artificial intelligence has reached the sophistication needed to automate complex workflows once handled exclusively by human experts
Widening Gap
The gap between market demand and operational capacity continues to expand, creating urgency for automation solutions
These converging forces create a perfect storm of opportunity. Brokers need to handle more deals with the same resources. Buyers expect faster turnarounds and more transparency. The manual methods that worked for decades simply can't scale to meet current demand.
Brokkie fills this gap directly, providing the technological leverage that allows brokers to serve more clients without sacrificing quality or burning out their teams.
Founding Team
Entrepreneurs with Decades of Hands-On Company Building
Ruslan Murashkin
Founder & CEO
A serial entrepreneur and automation strategist who has founded multiple companies and launched several startups. Ruslan leads ANT Group’s vision, product direction, and overall strategy, focusing on building scalable automation systems for SMBs and enterprise clients. He worked across multiple industries and helped organizations streamline workflows, reduce operational costs, and adopt AI-driven systems.
Serge Bagdasarov
Founder & CBDO
A business development and partnerships expert with deep experience in sales, agency operations, and digital transformation. Serge oversees growth strategy, strategic partnerships, and revenue expansion across all ANT Group divisions. With a strong background in scaling B2B sales pipelines and building cross-functional teams, he drives ANT’s go-to-market execution and client acquisition initiatives.
Leadership Team
Experts in Operations, Automation and AI-Powered Tools
Brokkie is being developed within ANT Labs - an AI venture studio focused on professional services. This structure provides the resources, expertise, and strategic support to accelerate development while maintaining focus on product-market fit.
ANT Labs is a team with deep experience designing tech-enabled workflows, automation frameworks, and AI-powered tools for SMBs and service businesses. We’ve built and launched multiple products across industries, with strong capabilities in operational automation, data extraction, and document-intelligence systems.
The combination of deep operational expertise and hands-on product execution gives Brokkie a strong foundation to move fast and solve real brokerage workflow challenges from day one.

Building in the Open
We're developing Brokkie with direct input from brokers and advisors, ensuring every feature solves real problems faced by practitioners in the field.
Vision & Roadmap
Brokkie Is the First Step in a Larger Ecosystem
While our immediate focus is perfecting the core valuation and deal-prep workflow, our vision extends far beyond the initial product. We're building the foundation for a comprehensive platform that serves the entire business brokerage ecosystem.
Phase 1:
Core Platform
AI-powered valuation and deal preparation tools for brokers and advisors
Phase 2:
Self-Serve Tools
SMB owner and -direct valuation and exit planning capabilities
Phase 3:
Data & Intel
Market intelligence, comp databases, and predictive analytics powered with AI
Phase 4:
Ecosystem
Deep integrations with CRM, accounting, and data platforms
Phase 5:
Full Platform
End-to-end deal management and marketplace capabilities
Strategic Expansion
Each phase builds on the previous one, creating compounding value for users and establishing Brokkie as the central nervous system for business transactions.
Market Position
By starting with the most critical pain point — deal preparation — we establish deep relationships with brokers before expanding into adjacent opportunities.
Join Us in Transforming the Deal-Prep Workflow
We are currently speaking with investors, advisors, and strategic partners who are interested in shaping the future of business brokerage. This is an opportunity to participate in transforming a massive, underserved market with technology that's finally mature enough to deliver real value.
The business brokerage industry is ready for change. Practitioners recognize the need. The technology exists. The market timing is right. What's needed now are strategic partners who understand both the opportunity and the execution required to capture it.
If you're interested in exploring this opportunity and learning more about our vision, traction, and roadmap, we'd welcome the conversation.
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