
Integrating AI-driven support, digital documentation and a verified pro-network to eliminate homeowner anxiety
OMBA 2026 — Entrepreneurial Track
Thijs Janssens | Thomas Michem | J. Patrick Nübel
Homeownership is the largest financial investment, yet home management is reactive and chaotic. 68% of homeowners report feeling stressed about home maintenance. Information is scattered and finding qualified and verified help during a crisis is difficult.
BOWR is an AI-powered digital twin and one-stop-shop solution for home management, making it proactive, organized and efficient. It uses smart photo recognition to catalog appliances, provides AI-driven troubleshooting and generates professional service requests. A community-verified handyman network connects homeowners with qualified help quickly.
The EU home services & property tech market represents a €24B TAM, with our SAM of €3.2B targeting Benelux & DACH. BOWR targets digitally savvy homeowners aged 28–55 who spend an average of €3,500/year on maintenance. In Year 3, our SOM targets 150K potential subscribers in Belgium at €2.99/mo, representing €5.4M. From this SOM by Year 3 we target to sign up 10k active subscribers.
The market is fragmented with single-feature players, lacking a comprehensive digital home OS. BOWR is the first to combine digital inventory + AI diagnosis + service network + documentation vault.
BOWR's core platform is live with an AI assistant and document storage operational. The handyman marketplace launches Q3 2026. AI-powered photo recognition catalogs items automatically and generates professional service requests for community-verified handymen.
BOWR launches in Belgium with a beta phase targeting 100 users via founders' networks (50 on waitinglist already). A free 6-month trial attracts early adopters before conversion to paid subscriptions. Growth is driven by digital marketing, real estate partnerships, and collaborations with existing marketplace platforms (e.g. Jaimy).
Total funding needed is €399,000 for an Incubator Round (€65K) and a Seed Round (~€334K). Revenue comes from subscriptions, marketplace commissions, and B2B real estate transfer fees. Break-even is expected after 18 months once in the growth phase.
In the EU, 65% of the population are homeowners, representing the single largest financial investment most people make in their lifetime. In Belgium alone, approximately 165,000 real estate transactions close annually.
The average European homeowner spends €3,500 per year on home maintenance. This translates to a substantial, recurring market that is largely undigitized.
Investing just €1 in preventive maintenance can save homeowners €3 to €5 on reactive repairs.
Despite the digital transformation of nearly every other aspect of daily life, home management remains stuck in the analog age. Manuals sit in drawers, warranties are buried in email and installation documentation gets lost during moves.
Several macro trends are converging to create the perfect moment:
Now represent 43% of homebuyers, expecting app-first solutions for everything
Homeowners treat their home as high-value asset even more
LLM capabilities now enable home assistant applications with multimodal understanding
Stricter EU environmental regulations (EPC requirements, renovation obligations) create urgency for better home documentation
Rapid adoption of Green Tech (Heat pumps, Solar panels, EV charging stations) outpace homeowner's technical knowledge
Source: Ipsos, 2022
Coffee machine shows error code. Water softener leaks. Boiler fails in winter. Panic sets in.
Manuals in drawers, warranties in email, installation docs lost during move, invoices unfindable.
Urgent online searches, asking neighbors, creating descriptions with photos for handymen who need technical details to help and provide offers.
Skip preventive maintenance costs more in the longer term. Asset erosion. Need to pay priority-premium fee.
Customers can't provide make, model, or technical specs, leading to wasted site visits.
Every inquiry comes in a different format — phone calls, WhatsApp messages, vague emails.
Hard to build reputation beyond word-of-mouth in a fragmented, local market.
Property transfers lack complete maintenance history, appliance documentation, and system specs.
Buyers can't easily assess the true condition and maintenance state of a property.
When a property changes hands, years of maintenance context disappear.
BOWR is the Operating System for Your Home — a digital twin with AI-powered assistance for proactive, organized home management.
Our smart photo recognition catalogs every item, appliance and system in your home. Take a photo, BOWR identifies the make, model and links relevant manuals and documentation automatically. All information is stored in a centralized digital vault — accessible anytime.
When issues arise, chat with the BOWR assistant. Get instant troubleshooting tips based on your specific appliance, research common issues for your exact model and receive step-by-step guidance. The BOWR assistant understands your home's complete context.
Can't fix it yourself? BOWR generates a professional service request complete with photos, technical specs and issue descriptions. Community-verified handymen in your neighborhood receive the request and can provide accurate proposals — no more vague descriptions or wasted site visits.
EU home services & property tech market
Digital-first homeowners in Benelux & DACH
150K potential subscribers at €2.99/mo in Belgium
10k Year 3 Target
From this SOM by Year 3 we target to sign up 10k active subscribers.
BOWR's go-to-market follows a phased approach starting in Belgium:
100 beta users through founders' networks (friends, family, early evangelists with 50 on waitlist). 6 month free usage to validate the concept and gather feedback.
500 active users through marketing campaigns. 6-month free trial to drive adoption and test conversion.
Organic growth from 1,000 to 10,000 paying subscribers in Belgium. Monthly subscription of €2.99.
Partnership with existing platforms (e.g., Jaimy / KBC / RingTwice / …) to double user base to 21,000. In addition: Geographic expansion to Netherlands and DACH. Premium tier at €10/month.
When it comes to managing their home, people generally make decisions through three key drivers:
Today, homeowners have limited options for managing their home:
Drawers full of manuals, email folders with invoices, phone contacts for handymen. No system, no overview, purely reactive.
SmartThings, HomeKit, Google Home — focused on IoT device control. No documentation, no service layer, requires hardware investment.
Werkspot (NL), Jaimy (BE), HomeAdvisor (US) — focused on lead generation. No home context, no prevention/diagnosis, no documentation.
The home services market is highly fragmented and locally anchored. In Belgium alone, there are thousands of independent handymen with no standardized digital presence. The industry lacks a unifying platform that connects homeowners' documentation needs with service provider capabilities.
Smart photo recognition can now identify appliances, read model numbers, and link to manufacturer databases. LLMs can understand technical documentation and provide contextual troubleshooting advice.
The concept of creating digital replicas of physical assets is moving from commercial real estate and industrial applications into residential. BOWR brings digital twin technology to every home.
Two-sided marketplace dynamics are well understood. The key is building the homeowner-side value first (documentation, AI assistance) before activating the supply side (handyman marketplace). Create platform power, partners want to leverage.
Belgium's mandatory "postinterventiedossier" (post-intervention file) for home renovations creates a natural entry point. EU-wide energy performance requirements demand better home documentation.
BOWR occupies a unique position: comprehensive AND affordable in a market of expensive single-feature tools or free but incomplete solutions.
No comprehensive digital home OS exists. Fragmented competitors focus on single verticals. First mover advantage before US giants expand.
Built from the ground up with LLMs, not retrofitted. Multimodal capabilities enable photo-based inventory and contextual troubleshooting that competitors cannot easily replicate.
Every home added enriches our understanding of appliances, common issues, and maintenance patterns. This data moat grows stronger with each user, improving AI accuracy and service matching.
More homeowners → more handymen join → better service → more homeowners. Community reviews create trust that isolated platforms cannot match.
Property transfer documentation creates a natural distribution channel through real estate agencies, driving organic user acquisition at the moment of peak relevance (moving into a new home).
Belgium's mandatory postinterventiedossier and EU energy regulations make digital home documentation increasingly necessary, not just nice-to-have.
Launch price (confirmed by initial survey)
Premium tier
Basic profile, receive service requests
Highlighted profile, priority matching, analytics dashboard
12–15% on completed jobs booked through the platform
€100–500 per property documentation package
Custom pricing for large agencies
Every home sale is a natural acquisition moment. The seller's documentation transfers to the buyer, who becomes a new BOWR user. Real estate agency partnerships create a steady flow of new users at the moment of highest relevance.
Handymen recommend BOWR to homeowners who lack technical documentation. This creates a cycle where the service-side drives demand-side growth.
Neighborhood-based community features encourage organic referral — "my neighbor uses BOWR and their plumber fixed my issue too."
After the free trial, convert users based on demonstrated value (documents stored, issues resolved, money saved).
Trigger upgrades when users hit limits (service requests, multi-property needs) or during high-value moments (renovation projects, property sale).
As the handymen network densifies, service request volume and transaction value grow, increasing commission revenue per user.
Home inventory data is valuable for insurance — offer integration for policy management and claims documentation.
Energy efficiency recommendations based on appliance data, partnering with energy auditors and utility companies.
Targeted recommendations for replacement parts, upgrades, and renovations based on appliance age and condition data.
Integration with existing marketplaces (e.g., Jaimy) to expand reach without building redundant supply-side infrastructure.
Homeowner & Handymen as attractive targetgroup for advertisement. Details known on existing appliances give opportunities for upsell & cross-sell.
Every step builds on the last — from a complete digital inventory to AI-powered diagnosis, professional service requests, and automatic record keeping that adds lasting value to the property.
React Native mobile app (iOS + Android) + web dashboard
Cloud-native (AWS/GCP), scalable microservices
Multimodal LLMs for recognition and troubleshooting, fine-tuned on home appliance data
Encrypted document storage, GDPR-compliant processing
Commercial strategist and solution-oriented leader with a proven track record in scaling sales and marketing operations. Specializes in bridging the gap between product value and market demand. Focused on high-impact growth frameworks and building scalable customer acquisition engines.
Legal and corporate venture expertise with experience in startup founding and corporate governance. Brings structured thinking to operations, compliance, and partnership development. Deep understanding of GDPR, data protection, and regulatory requirements critical for BOWR's sensitive data handling.
Role: Operations, legal & compliance, GDPR, partnership development, fundraising.
Commitment: Full-time post-launch.
AI Engineer with deep expertise in software architecture, AI/ML, data engineering, and product development. Currently working in revenue analytics at a B2B SaaS company, with hands-on experience building machine learning models, LLM integrations, AI agents for sales, customer and business operations using Python, web framewoeks and modern AI tools.
Role: Product development, AI architecture, data strategy, technology leadership, AI automations.
Commitment: Full-time post-launch.
BOWR's acquisition strategy follows a structured five-stage funnel — from building awareness to creating loyal ambassadors.
Customer acquisition combines scalable influencer marketing (max. 3–4 monthly micro-influencer campaigns at €3K, 0.06–0.15% conversion) with network-effect referral programs where handymen and real estate agencies earn incentives for recommendations. As our marketplace grows, these referral channels create a compounding flywheel: each new handyman and agency partnership expands our organic reach, ultimately exponentially.
BOWR Free tier with value demonstration (10 items, limited AI). Blog content: home maintenance tips, "how-to" guides. Savings calculator: show how much time and money BOWR saves. Demo videos: see the platform in action. 5 tokens for free use of BOWR AI.
6-month free trial during launch phase. Guided onboarding: step-by-step home setup wizard with a virtual home-walk-through asking the user to upload required information per section. Quick wins: resolve first issue within 24 hours of signup. Personal outreach for beta users. 10 tokens for free use of BOWR AI.
BOWR follows the user during the ownership from constructing/renovating via maintenance to sale with different features providing for support in every stage. Regular AI-powered maintenance reminders. Community features: neighborhood handyman recommendations. New feature releases keeping the platform fresh. Excellent customer support during business hours.
Referral program: invite neighbors, get free months. Customer stories and testimonials. Community reviews building social proof. NPS tracking and optimization.
Blended €45 at launch, trending toward €25 by Year 3.
€2.99/mo × 80% margin × low churn = ~€288 LTV.
Payback ~19 months. Gross margin ~80%.
Our financial model emphasizes lean initial operations, prioritizing rapid user acquisition and leveraging the inherent "stickiness" of home documentation to drive long-term value. This strategy allows us to cultivate a large, engaged user base that attracts strategic partners, accelerating monetization.
The chart illustrates our strategy: maintaining low operating costs while focusing on rapid free user acquisition. The "hockey stick" growth of free users creates a valuable network effect, driving partner interest and gradually accelerating the conversion to monetized users. This approach leverages our platform's inherent utility and the increasing value generated by a densifying ecosystem. While it establishes the significant bootstrap-potential of BOWR it is also surfacing the venture's significant scale-up potential for Belgium alone.
Revenue Model: Revenue starts in Q1 2027 when the first subscribers begin paying €2.99/month. Growth from 1,000 to 10,000 subscribers over 3 years drives recurring revenue. At 10,000 subscribers, perpetual annual subscription revenue is approximately €585,000.
Customer Acquisition Costs: Marketing spend of up to €25,000/quarter sustains growth. CAC decreases as organic channels (referrals, partnerships, word-of-mouth) mature.
Personnel Costs: Minimal wage for founder team from 2027 Q2 onwards.
Break-even: Operating break-even is projected for Q3 2028 (~1 year into the growth phase), when subscription revenue exceeds the combined marketing and personnel costs.
Valuation:
Moderate upfront costs for platform development and customer acquisition before revenue materializes. Extended free trial period delays cash inflow. Mitigation: Lean cost structure with initially only 2 FTEs, phased funding aligned with milestones, clear go/no-go criteria at each phase gate, bootstrap capability once break-even is reached.
Convincing homeowners to adopt a new digital tool. Overcoming inertia of "the drawer system." Mitigation: Frictionless onboarding via photo recognition, immediate AI troubleshooting value, free trial period, clear communication of use cases with focus on crisis moments, strong communication of BOWR Data Privacy & Security approach.
BOWR stores sensitive home data including photos, documents, and personal information. GDPR compliance and data security is critical. Mitigation: Third-party GDPR and security audit before launch, end-to-end encryption, data protection certification as a trust signal, transparent privacy policy and user control over data fostering the BOWR Security Culture.
Handyman marketplace requires both supply (handymen) and demand (homeowners). Cold-start problem is inherent. Mitigation: Build homeowner value first (documentation + AI), activate marketplace second, partnership with existing platforms (Jaimy) for initial supply, geographic focus on Brussels, manual matching in early phase.
US tech giants could expand home management features. Existing marketplace players could add documentation features. Mitigation: First mover advantage in European market, data moat grows with each user, regulatory complexity (GDPR, local building codes) favors local players, network effects create switching costs once community is established.
Evolving data protection regulations. Potential liability for AI troubleshooting advice. Platform liability for handyman marketplace. Mitigation: Proactive GDPR Compliance approach from day one, clear disclaimers on AI advice (informational, not professional) with opt-out option, terms of service clearly defining platform vs. provider liability, legal expertise on founding team (J. Patrick).

BOWR is the digital twin platform where homeowners manage their home proactively — from documenting every appliance to AI-powered troubleshooting to finding community-verified handymen.
€50,000 (funded Incubator Round)
If audit reveals fundamental security/compliance issues that cannot be resolved within budget or impacting business plan significantly downwards.
€50,000 (funded by Seed Round)
If beta users show no engagement or feedback is fundamentally negative.
Budget: €100,000 (funded by Seed Round)
If user acquisition costs are unsustainable or engagement drops after initial signup.
If break-even is not achieved within 18 months of revenue phase.
1,000 subscribers
5,500 subscribers
6,500 subscribers,
break-even
10,000 subscribers
If product-market fit doesn't translate to new geographies or partnership economics don't work.
Double through partnerships
Establish BOWR as the European home OS standard
All identified risks have clear mitigation strategies. The highest-severity risk (Financial) is addressed through phased funding, lean operations, and milestone-gated go/no-go criteria. BOWR's regulatory-first approach and AI-native architecture provide durable competitive protection against the lowest-severity risks.
Transcripts & summaries available in Miro Board
In just three weeks (Feb 14 – Mar 9), BOWR attracted 52 waitlist signups purely through organic channels — founder networks and word-of-mouth. This strong "pull" signal validates a significant market need, with zero paid acquisition.
Rated the need a 4 or 5 out of 5, indicating a real, felt pain point for a majority of users.
25% of signups are highly engaged, rating need ≥4 and willing to pay €10+/month. Ideal for beta.
Average willingness to pay is solidly within the consumer SaaS sweet spot, with 21% willing to pay €11-30/month.
"Love it! Need it now!" — Early Waitlist Member
Top Features Desired
Secure storage and easy retrieval of all home documents.
AI-powered troubleshooting and maintenance guidance.
Community-verified marketplace for home services.
Our financial outlook highlights both our path to operational profitability and our ongoing cash management strategy. The following projections confirm our transition to sustainable growth by FY 2028.
This diversified revenue model demonstrates sustainable profitability across multiple streams.