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Why Top-Down (Not BDR Outbound)
The Case for Executive Sponsorship First
Cold outbound to individual agents = slow, expensive, high churn. The play is to get Lightstone to distribute the product through their existing channel — they already sell data subscriptions to estate agents, have billing relationships, and trusted brand equity. One deal with Lightstone = access to their entire agent base without CAC.
This is a partnership sell, not an enterprise software sale. The pitch is: "We'll make your data products 10× more valuable by wrapping them in AI-powered proposal automation." Lightstone becomes the distribution partner; we provide the intelligence layer.
Partnership Play
Zero CAC Distribution
Equity Alignment
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Tier 1 — Must-Reach Decision Makers
Sara Winstone
Managing Director, Lightstone Property Cluster
Directly owns the real estate product line. Any new product touching estate agents goes through her. Former CFO — will respond to financial ROI arguments.
Approach: Lead with the agent productivity ROI. Frame as: "Your data already powers proposals — we automate the last mile." Position as revenue expansion for her cluster, not a cost.
Tracey Davies
Group CEO, Halls Group (Lightstone parent)
Ultimate authority on strategic investments and equity partnerships. The 10-20% equity frame needs Group-level sign-off.
Approach: Engage via board-level intro if possible. Frame as portfolio innovation — "AI-powered extension of your data assets." This is a CEO-to-CEO conversation about strategic positioning.
Paul-Roux de Kock
Chief Analytics Officer
Owns AI/data science strategy. Will be the internal champion or blocker. 11 years at Lightstone, deeply embedded. If he sees this as competitive to his roadmap, it dies.
Approach: Frame as augmenting his team, not replacing. "We handle the application layer; your AI/analytics team owns the models and data." Give him a stake in the architecture decisions.
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Tier 2 — Influencers & Technical Gatekeepers
Hayley Ivins-Downes
Managing Executive, Real Estate
Closest to the estate agent user base. Understands their pain points daily. Strong internal voice on product-market fit for RE tools.
Approach: Best person for a product demo. Show the before/after of manual vs. AI-assisted proposal creation. She'll validate (or kill) the user value prop internally.
De Villiers du Toit
Head of Systems Architecture & Platform Dev
Owns the platform strategy. MIT Sloane exec education in Digital Transformation. Will evaluate technical feasibility and integration complexity.
Approach: Technical deep-dive meeting. Show clean API architecture, data integration path, security posture. He'll assess build-vs-buy and integration lift.
George Palmer
CIO
Infrastructure, security, and cloud decisions. Any integration touches his domain. Also MIT Sloane Digital Transformation.
Approach: Align on infrastructure — show cloud-native, SOC2-type security posture. Make it easy for his team to greenlight from a risk perspective.
John Williams
Group CFO, Halls Group
Will evaluate the equity deal structure, financial projections, and investment thesis. Key to the commercial terms negotiation.
Approach: Financial model presentation. Show unit economics, revenue projections, equity valuation rationale. Speak his language — CAC, LTV, margin structure.
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Tier 3 — Supporting Stakeholders
Musa Nhlapo
Head of Marketing
Co-branded GTM, press, positioning. If the deal lands, she's key to launching it into the agent base.
Approach: Engage post-deal-in-principle. Co-marketing plan, launch strategy, brand positioning.
Mohit Narotam
MD, Lightstone Retail Cluster
Owns consumer/geospatial data. Potential data source for enriched proposals. Built Sawubona → Lightstone Retail.
Approach: Secondary data partnership discussion — consumer movement data for enhanced area insights in proposals.
Trevor Holmes
MD, Lightstone Business
If Lightstone Business has separate B2B revenue targets, this could be positioned as a new revenue stream.
Approach: Explore if this product sits better under Business vs. Property cluster from a P&L perspective.
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Recommended Approach Sequence
1
Network Warm-Up
Check Sampi/Gur connections to Lightstone, Halls Group, or Board members. A warm intro to Sara Winstone or Paul-Roux de Kock is the ideal entry.
2
Teaser Deck + Request
One-page teaser: "AI proposal engine for estate agents — powered by Lightstone data." Request a 30-min discovery call with Sara or Paul-Roux.
3
Discovery Meeting
Show the financial model, live demo of proposal generation. Get their pain point validation. Identify internal champion.
4
Technical Validation
Bring in De Villiers / George for integration feasibility. Show API docs, security architecture. Remove technical blockers.
5
Commercial + Equity Talk
Escalate to Tracey Davies (CEO) + John Williams (CFO). Present the equity framework: 10-20% for data + distribution + brand. 6-month exclusivity.
6
Pilot Launch
Select 20-50 agents for 60-day pilot. Measure time saved, proposal quality, conversion rates. Build the case study for rollout.
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Network Leverage — Sampi / Gur / Your Network
Sampi Network
Check for connections to:
- Halls Group board members (esp. non-execs who may be more accessible)
- SA property industry executives who know Sara Winstone
- FinTech/PropTech investors who've worked with Lightstone
- Previous Lightstone partners or vendors
Gur Network
Check for connections to:
- SA tech ecosystem leaders who may know the CIO/CTO
- Data analytics community in SA (Paul-Roux de Kock circles)
- Halls Group investment portfolio companies
- Board members' other directorships
Alternative Entry Points
If warm intros aren't available:
- Lightstone hosts industry events — attend/speak
- Paul-Roux de Kock publishes research — engage on LinkedIn
- NPPC / PPRA industry bodies where Lightstone has presence
- Partner through an existing Lightstone client (major agency)
🏛️
Halls Group Board — Context for Equity Conversation
| Name |
Role |
Relevance |
| Hayley Newton-Holroyd | Non-Exec Chair | Sets board agenda; gatekeeps strategic investments |
| Tracey Davies | Group CEO | Primary equity decision maker (since March 2022) |
| John Williams | Group CFO | Financial terms, valuation, deal structure |
| Mark Forrester | Non-Exec Director | Potential warm intro path — check network |
| Duncan Harrison | Non-Exec Director | Potential warm intro path — check network |
| Poloko Leotlela | Non-Exec Director | B-BBEE alignment — Level 2 certified |
| Jono Swart | Non-Exec Director | Potential warm intro path — check network |