# MVP Ventures Round 3 — Project Plan
## RateRight: AI-Powered Construction Hiring Marketplace

**Applicant:** RateRight Pty Ltd | ABN 62 841 523 907
**Project Duration:** 12 months from grant execution
**Grant Requested:** $50,000 (Stream 1)
**Co-Contribution:** $50,000 (50% match)
**Total Project Value:** $100,000

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## Project Summary

RateRight will use the grant to scale its AI-powered construction hiring marketplace from a functional MVP (TRL 7) to full commercial operation (TRL 9). The project will deliver 500+ successful hires, expand across NSW, and establish RateRight as a viable alternative to expensive labour-hire agencies in Australian construction.

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## Project Milestones

### Phase 1: Commercial Launch & Validation (Months 1-3)
**Objective:** Transition from MVP to first paying customers. Prove the business model works.

| Deliverable | Success Metric | Timeline |
|-------------|---------------|----------|
| Commercial launch (public) | Platform live with marketing | Month 1 |
| First paying customers | 10+ completed hires | Month 1-2 |
| Payment flow validated | Stripe payments processing without issues | Month 1 |
| User feedback loop | Structured feedback from first 20 builders/workers | Month 2-3 |
| Product iteration | 3+ feature improvements based on user feedback | Month 2-3 |
| **Phase 1 target** | **50 completed hires, $2,500 revenue** | **End Month 3** |

**Grant spend (Phase 1): ~$15,000**
- Digital marketing & customer acquisition: $8,000
- Cloud infrastructure scaling: $3,000
- AI/ML API costs (matching algorithm): $2,500
- Professional services (legal compliance): $1,500

### Phase 2: Growth & Expansion (Months 4-6)
**Objective:** Scale user base across Greater Sydney and begin regional NSW expansion.

| Deliverable | Success Metric | Timeline |
|-------------|---------------|----------|
| Multi-trade expansion | 5+ construction trades actively using platform | Month 4 |
| Regional NSW pilot | 1+ regional area (e.g., Newcastle, Wollongong) | Month 5 |
| Employer dashboard | Self-service analytics for builders | Month 5-6 |
| Worker profile enhancement | Verified credentials & work history | Month 4-6 |
| **Phase 2 target** | **200 cumulative hires, $10,000 cumulative revenue** | **End Month 6** |

**Grant spend (Phase 2): $17,500**
- Digital marketing (expanded geographic): $10,000
- Cloud infrastructure: $3,500
- AI/ML development & API costs: $2,500
- Industry event attendance / networking: $1,500

### Phase 3: Scale & Sustainability (Months 7-12)
**Objective:** Achieve break-even economics and demonstrate sustainable commercial operation.

| Deliverable | Success Metric | Timeline |
|-------------|---------------|----------|
| Break-even achieved | 15+ hires/month sustained | Month 8-9 |
| NSW-wide coverage | Active users in 3+ NSW regions | Month 9 |
| Voice AI adoption | 20%+ of job posts created via voice | Month 10 |
| Repeat customer rate | 40%+ of builders posting 2+ jobs | Month 10 |
| Platform reliability | 99.5%+ uptime, <2% dispute rate | Ongoing |
| **Phase 3 target** | **500+ cumulative hires, $25,000 cumulative revenue** | **End Month 12** |

**Grant spend (Phase 3): $17,500**
- Digital marketing (scale & optimisation): $9,000
- Cloud infrastructure (scale): $4,000
- AI/ML API costs: $3,000
- Professional services (accounting, compliance): $1,500

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## Budget Summary

### Grant Expenditure ($50,000)

| Category | Phase 1 | Phase 2 | Phase 3 | Total | % |
|----------|---------|---------|---------|-------|---|
| Digital marketing & acquisition | $8,000 | $10,000 | $9,000 | **$27,000** | 54% |
| Cloud infrastructure | $3,000 | $3,500 | $4,000 | **$10,500** | 21% |
| AI/ML development & API costs | $2,500 | $2,500 | $3,000 | **$8,000** | 16% |
| Professional services | $1,500 | $1,500 | $1,500 | **$4,500** | 9% |
| **Total** | **$15,000** | **$17,500** | **$17,500** | **$50,000** | 100% |

### Co-Contribution ($50,000)

| Category | 12-Month Amount | Evidence |
|----------|----------------|----------|
| Existing cloud infrastructure (Fly.io, DigitalOcean) | $4,500 | Monthly invoices |
| Existing AI/ML services (Anthropic Claude) | $4,100 | Subscription receipts |
| Existing SaaS tools (Apollo, Twilio, ElevenLabs, Xero) | $2,300 | Monthly invoices |
| Additional marketing spend (beyond grant) | $6,000 | Campaign receipts |
| Founder time — product development & operations | $28,000 | Timesheet records |
| Domain, hosting, certificates | $600 | Invoices |
| Professional services (beyond grant) | $4,500 | Invoices |
| **Total co-contribution** | **$50,000** | |

⚠️ **Internal note:** Founder time as co-contribution is common in innovation grants but must check MVP Ventures specific rules. If disallowed, reduce grant request to $40K (co-contribution = $22K cash spend, match = $22K needed, leaves headroom). Alternatively, increase documented cash spend categories.

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## Risk Management

| Risk | Likelihood | Impact | Mitigation |
|------|-----------|--------|------------|
| Low initial adoption | Medium | High | Below-market pricing ($50 vs $500+ agencies). Founder's 30-year construction network for initial referrals. |
| Regulatory change (labour hire laws) | Low | Medium | Marketplace model (not labour hire) provides regulatory buffer. Active monitoring via compliance team. |
| Technical scaling issues | Low | Medium | Cloud-native architecture on Fly.io. Auto-scaling infrastructure. |
| Competition from incumbents | Medium | Medium | 85-95% price advantage. First-mover on AI voice in construction. Zero worker fees as moat. |
| Cash flow timing | Low | Low | 3+ years runway at current burn. Grant funds provide additional buffer. |

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## Team & Capability

**Michael McLoughlin — Founder & Director**
- 30 years in Australian construction (steelfixer, formworker, supervisor)
- Direct understanding of hiring pain points from both sides
- Active network of builders and tradies across Greater Sydney
- Full-time dedicated to RateRight

**AI Operations Team (8-agent fleet)**
- Purpose-built AI agents handling: sales & outreach, marketing & content, finance & compliance, infrastructure & DevOps, market intelligence, operations management
- This fleet IS the R&D innovation — it demonstrates AI-powered business operations for construction tech
- Reduces operational overhead to near-zero, allowing sole founder to compete with larger teams

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## Alignment with NSW Innovation & Productivity Priorities

1. **Digital Systems and Software** — AI-powered marketplace disrupting a $15B manual industry
2. **Construction Sector Productivity** — Reduces hiring time from days/weeks to hours
3. **Worker Welfare** — Workers keep 100% of pay (vs 15-25% lost to agencies)
4. **Regional NSW** — Platform accessible anywhere with internet; specific regional expansion planned
5. **Small Business Growth** — Enables small builders to hire as efficiently as large firms

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## Key Performance Indicators (12-Month)

| KPI | Target | Measurement |
|-----|--------|-------------|
| Completed hires | 500+ | Platform transaction records |
| Revenue | $25,000+ | Stripe dashboard |
| Active builders (monthly) | 50+ | Platform analytics |
| Active workers (registered) | 500+ | Platform analytics |
| NSW regions served | 3+ | Geographic analysis |
| Customer satisfaction | 4.0+/5.0 | Post-hire surveys |
| Platform uptime | 99.5%+ | Monitoring systems |
| Break-even month | Month 8-9 | Financial records |

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*Prepared by RateRight Pty Ltd — February 2026*