Question #1: Is This A Good Business?

Subjective vs. Objective

• Subjectively: Mobileye remains a global leader in Advanced Driver Assistance Systems (ADAS) and aims to extend that dominance into autonomous driving (AV). Premium brand perception and deep engineering partnerships with OEMs highlight its strategic value.
• Objectively (via cash flow):
  1. Free Cash Flow (FCF): Base ADAS historically supports positive FCF, though heavy R&D (~30–35% of sales) constrains free cash flow near-term.
  2. Revenue Growth: Projected ~12% yoy in 2023 to $2.1B. Slower vs. prior +35% yoy in 2022, but potential re-acceleration from advanced ADAS (SuperVision) post-2025.
  3. Profit Margin: ~31% EBIT margin in 2023 (non-GAAP), temporarily weighed by R&D. Margins can expand toward mid/high-30% if SuperVision/Chauffeur volumes scale.
  4. Capital Investment: Physical capex $120–$150M/year. The real “capital intensity” is intangible R&D.
  5. Terminal Value: If Mobileye cements L2++/L3 leadership, the market may apply a “tech-like” premium. If OEM in-sourcing or new rivals undercut them, the long-term moat could narrow.

Organic Growth, Margins, Capital Intensity, Capital Deployment, Terminal Value Perception

1. Organic Growth: Currently ~12% yoy (2023), with a path to 20%+ if advanced ADAS design wins accumulate.
2. Margin Trajectory: Could dip in the near term due to R&D needs, but potentially re-approach ~35–37% EBIT margins by 2025–2027 if volumes ramp.
3. Capital Intensity & ROIC:
   • ROIC formula: ROIC=NOPAT/Invested Capital
   • 2022–2023: ~4.5–5% ROIC, depressed by heavy up-front R&D.
   • By 2025–26E: If advanced ADAS scales, ROIC could top 8–10%.
4. Capital Deployment: No dividends; all free cash goes to R&D, product dev, and sensor partnerships.
5. Terminal Value Perception: If Mobileye’s EyeQ + REM ecosystem becomes mission-critical to OEMs that cannot replicate it in-house, its terminal multiple could remain high.

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Question #2: How Does This Business Make Money?

Revenue Model

1. Base ADAS (Level 0–2)
   • What it Provides & How it Works:
     • Primarily sells EyeQ chips ($45–$50 ASP) to Tier-1 suppliers who embed them in forward-facing camera modules.
     • The EyeQ chip and Mobileye’s computer vision algorithms power features like lane-keeping, automatic emergency braking, and adaptive cruise control.
   • Major Customers: Global OEMs such as GM, Ford, Nissan, Volkswagen, Toyota, Stellantis, and Hyundai/Kia via Tier-1s (e.g., Magna, ZF, Aptiv).
   • Recurring Revenue?
     • Mostly per-vehicle sales. Some over-the-air software updates exist (e.g., incremental ADAS features), but not a large subscription portion.
   • % of Overall Revenue: Historically ~80–85% of Mobileye’s total revenue (though shrinking as SuperVision ramps).
   • Impact on Growth: Provides stable, long-duration contracts (5+ years per platform), modest yoy unit growth, and robust switching costs.
2. SuperVision (L2++)
   • What it Provides & How it Works:
     • An integrated solution (EyeQ SoC + ECU hardware + software stack + REM map + sensor suite) enabling near “hands-off” driving on highways and certain urban settings.
   • Major Customers: Zeekr, Polestar (with Volvo/Geely), future expansions to Porsche (VW Group) and potentially other global OEMs.
   • Revenue & Recurrence:
     • ASP $1,200–$1,500, capturing both hardware and software fees.
     • Potential for partial recurring streams if OEMs adopt subscription-based feature unlocks or monthly driver-assist upcharges.
   • % of Overall Revenue: ~10% in 2023, could climb to 25–30%+ by mid-decade if design wins materialize.
3. Chauffeur (L3–L4) & Drive (Robotaxis)
   • What it Provides:
     • Chauffeur: ~L3/L4 advanced consumer offering with “eyes-off” capability in geofenced or highway environments.
     • Drive: Full driverless solutions (with teleoperations) for robotaxis or shuttles, e.g., test fleets in Munich, Tel Aviv, and Austin.
   • Revenue & Recurrence:
     • Consumer L4 ASP could be $3–$6k.
     • Robotaxi (Drive) might have a per-mile fee model, but currently in pilot stage.
   • % of Overall Revenue: Negligible now (<1%). Could be meaningful post-2025 if L4 adoption accelerates.

Recurring Revenue?

• At Present:
  • Road Experience Management (REM)-based cloud services and over-the-air updates represent a small slice (<5% of total revenue).
  • Estimated Annual Recurring Revenue (ARR) from these mapping/cloud services is $30–$40M (~2% of total).
• Future Outlook:
  • As more OEMs adopt cloud-enhanced ADAS with continuous map updates, recurring revenue could scale.
  • This subscription usage might eventually reach 5–10% of total revenue by 2026–2027.

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Question #3: Nature of the Cost Structure

A. Granular Breakdown of R&D

• For 2024E, total R&D ≈$850M(~34–35% of revenue). Estimated sub-allocation:
  1. EyeQ Chip Development (30%) ≈$255M
     • EyeQ6 & EyeQ7 architecture co-design, firmware, and power optimization.
  2. Software Stack & AI Models (25%) ≈$210M
     • CAIS (Compound AI System), sensor fusion, neural networks, driving policy (RSS).
  3. Sensing & Mapping (20%) ≈$170M
     • Imaging radar in-house, LiDAR alliances (Innoviz), REM map labeling.
  4. Validation & Regulatory (15%) ≈$127.5M
     • ISO 26262, SOTIF 21448, local safety/reg frameworks, “RSS proofs.”
  5. Test Fleet & Simulation (10%) ≈$85M
     • Physical demos (e.g., VW ID.Buzz for robotaxis) plus large-scale simulation frameworks.

B. Fixed vs. Variable Costs

• Fixed: R&D (~30–35% of sales), a portion of G&A (3–5%), overhead, chip design.
• Variable: Bill of materials (BOM) for each ADAS/AV solution—camera modules, sensors, radar, LiDAR, ECUs.
• Operating Leverage: High, because a significant chunk of R&D and overhead is fixed. Once advanced ADAS is in volume production, incremental margin is robust.

C. Incremental Margins

• SuperVision vs. base ADAS:
  • SuperVision gross margin: ~50% of $1,500 ASP = $750 gross profit.
  • Base ADAS: $45–$50 ASP with ~80% GM = $36–$40 gross profit.
  • Doubling advanced ADAS volumes can drop R&D % of sales from mid-30s to sub-25%, potentially pushing EBIT margin above 37%.

Fixed Costs

• R&D (30–35% of sales): Salaries for AI/vision engineers, chip design, integrated software.
• G&A (3–5%): Corporate overhead, intangible support (legal, finance).
• Chip Design & Overheads: Amortized over multiple EyeQ generations, multi-year ROI window.

Variable Costs

• BOM for each solution: camera modules, ECUs, sensors.
• For SuperVision, the BOM cost is higher, but absolute gross profit/unit is far above base ADAS.

Operating Leverage Proxy

• Each +10% revenue might yield +15–20% EBIT growth.
• For instance, if SuperVision volumes surprise to the upside by +10%, revenue could see +$200–$250M, while EBIT could surpass baseline by an incremental $30–$50M because fixed R&D overhead is already “covered.”

Comparison with Comps

• NVIDIA (data center & automotive): Operating leverage in the 1.4–1.7x range. Heavy fixed R&D but high margins on advanced GPUs/SoCs.
• Qualcomm (handsets & auto): Moderate leverage (~1.3–1.5x), handset cyclicality overshadowing smaller auto segment.
• Tesla: Very different cost structure—capex-heavy for manufacturing. FSD software line has high incremental margin, but large overhead in auto production.

Conclusion: Mobileye likely exhibits higher operating leverage than typical auto suppliers or standard semis, given:

1. Significant fixed R&D.
2. High software-value-add.
3. Low additional overhead once EyeQ platforms are developed.

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Question #4: Key Drivers of the Business

Driver #1: Major OEM Partnerships

• Narrative & Debate: Some argue OEMs may try in-house ADAS (GM Ultra Cruise, VW Cariad fiasco). Others see OEMs, under time pressure, outsourcing to Mobileye for a turnkey L2++ solution.
• Financial Impact: A single major OEM awarding an L2++/SuperVision program at ~200k vehicles/yr can add $300M+ revenue. Over multiple such awards, revenue can leapfrog consensus.

Driver #2: Consumer Adoption of L2++/L3

• Narrative & Debate: Will drivers pay $2k–$5k for hands-free capabilities? If yes, OEMs push more vehicles with advanced ADAS—boosting MBLY’s content. If uptake disappoints, volumes remain niche.
• Impact: Rapid consumer acceptance = 2–3x advanced ADAS volumes. If uncertain, slower adoption leaves MBLY more reliant on base ADAS.

Driver #3: Competition & In-House Solutions

• Narrative & Debate: Tesla might license FSD to third parties, Chinese Tier-2 (Horizon Robotics) could undercut. Some say Mobileye’s data advantage (REM, RSS) remains decisive. Others fear OEM in-sourcing.
• Impact: Potential share shift in China (already tough) or large OEMs returning to MBLY after internal stumbles (like VW) could swing revenues by hundreds of millions.

Driver #4: Regulatory Push for Safety

• Narrative & Debate: Certain markets (EU, Japan) might soon mandate advanced safety features or partial L3. Could create a tailwind for standardized solutions (Mobileye?). On the other hand, a patchwork of global rules might slow a uniform rollout.
• Impact: Accelerated or inconsistent timelines can move MBLY’s revenue growth +/- 5–10% over a multi-year window.

Driver #5: Macro Auto Production Cycles

• Narrative & Debate: If global auto volumes stagnate or a recession hits, ADAS shipments also flatten. But long-term secular shift remains intact as OEMs rarely remove ADAS from new launches.
• Impact: Could dampen near-term growth, but backlog from awarded programs often provides partial insulation.

Model Sensitivities & Debate

• Where is the Debate?:
  • Advanced ADAS ramp timing: Bulls expect 1M+ SuperVision units by 2027. Bears see OEM in-sourcing or slower consumer adoption.
  • Tesla FSD licensing: Some believe it could crowd out Mobileye. Others argue OEMs want a neutral partner.
  • Chinese Underpricing: Could hamper MBLY’s share in the fastest-growing EV market. But maybe less relevant outside China.
• Shiny Ball Syndrome?:
  • Robotaxis (L4) still 3–5+ years away from large revenue. The near-term pivot is focusing on L2++ expansion for mass-scale ADAS.

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Question #5: Business Momentum

Recent Accelerations / Decelerations

• Revenue: 2023 at $2.1B (+12% yoy), a slowdown from +35% yoy in 2022. Major factor: Chinese competition, Zeekr inventory resets.
• 2–3 Year Stack: Up ~80% vs. 2021, showing underlying growth in base ADAS.
• SuperVision: Polestar 4 launched 2H23 in China, more robust volumes in 2024 for Europe. Potential new OEM wins in 2025 could accelerate.

Trajectory of Key Drivers

• Bull Case: 3–4 major L2++ awards in 2024, consumer acceptance high, surpasses 1M advanced ADAS units by 2027, ~38% EBIT margin.
• Base Case: 1–2 big OEM programs, advanced ADAS ~700k units in 2027, ~33–35% EBIT margin.
• Bear Case: OEM in-house solutions plus competition in China erode share, <400k advanced units in 2027, ~30% margin.

Expectations Gap

• What the Stock May Be Discounting: ~20–25% revenue CAGR through 2026, partial success in advanced ADAS.
• Our View: The Street underestimates how quickly large OEMs might pivot to Mobileye if their internal software struggles. This pivot could drive a re-rating if design wins land.

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Putting It All Together

Mobileye offers advanced ADAS solutions with strong software IP (RSS, REM) and co-designed EyeQ chips. R&D near 35% of revenue depresses near-term margins (~31% EBIT), but operating leverage is high: doubling advanced ADAS volumes can drop R&D ratio below 25% and lift EBIT margin to 37% or higher. Key success drivers are OEM adoption of L2++/L3 systems and the competition’s inability to out-engineer Mobileye’s integrated stack.

Short-Term:

• Slower growth from base ADAS in China, heavy R&D outlay, and partial wins from Polestar/Zeekr.
• The Street expects ~20–25% CAGR from 2024–26. If Mobileye secures 2–3 new major SuperVision awards by 2025, upside is likely.

Long-Term:

• If advanced ADAS hits 1M+ units by 2027, revenue could exceed $4B, with EBIT margins in the upper 30s.
• If OEMs maintain partial in-house ADAS or Tesla FSD captures third parties, Mobileye’s ramp could underwhelm, stabilizing near $2.5–$3B revenue.

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Theses

Thesis

“Mobileye’s integrated EyeQ + REM + RSS solution is the leading turnkey ADAS platform. With OEM timelines compressed, we expect multiple new SuperVision awards in 2024–25, pushing revenue beyond $4B by 2027. EBIT margin could exceed 35%, fueling strong EPS growth and a re-rating of the stock. The Street undervalues Mobileye’s data+software moat and the high switching costs for OEMs.”

Valuation

Under our Bull/Long Thesis, we assume:

1. Multiple New SuperVision (L2++) Awards: 3–4 major OEM signings in 2024–2025.
2. Faster Consumer Adoption of advanced ADAS features, driving volumes of >1M SuperVision units by 2027.
3. Significant Operating Leverage from spreading fixed R&D across higher revenue, lifting EBIT margins into the mid-to-upper 30s (~38%) over the next 3–4 years.

Revenue & Margin Assumptions (Bull Case)

• 2027 Revenue: Potentially reaching $4.0–$4.5B (vs. ~$2.1B in 2023).
• Gross Margin: ~65–68%, reflecting higher SuperVision BOM but large absolute profit per unit.
• EBIT Margin: ~35–38%, up from ~31% in 2023, on improved scale and partial transition to subscription REM revenue.

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Illustrative Valuation Framework

1. Estimate 2027 EBIT
   • Revenue: $4.0–$4.5B
   • EBIT Margin: 35–38%
   • EBIT: $1.4–$1.7B
2. Apply an Earnings Multiple
   • Given Mobileye’s high-margin, high-R&D, tech-centric profile, a 20–25x EV/EBIT multiple can be reasonable—bridging between traditional auto suppliers (8–12x) and premium semis/tech (25–30x).
   • Alternatively, use a P/E approach. In a bull scenario, 25–30x forward P/E could be justified, reflecting robust growth and technology advantage.
3. Illustrative EV/EBIT Approach
   • Midpoint EBIT assumption: $1.55B for 2027.
   • At ~25x EV/EBIT, Enterprise Value: $39B.
   • If net cash builds to $3–$5B by 2027 (on strong FCF), Equity Value: $42–$44B.
   • Current Market Cap: ~$14B.
   • Implied Upside: ~3x the current equity value.
4. Implied Stock Price
   • Current Stock Price: $17.52.
   • Bull-Case Upside: 2.0–3.0x implies a multi-year price range of $40–$50.
5. Discounting to Present / Annualized Return
   • Over a 3-year horizon, discounting the potential $42–$44B equity value at 10–12% suggests $26–$30B in present-value terms—still ~2.0x the current market cap of $14B.
   • Per-share, that could imply a $40+ target vs. $17.52 today.
   • If realized in ~3 years, this equates to an annualized total return of about 32-44% per year.

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Key Risks to Bull Valuation

• In-House ADAS: If OEMs successfully develop internal systems, Mobileye’s projected volumes could underperform.
• Licensing of Tesla FSD: Tesla offering Full Self-Driving to other automakers might reduce Mobileye’s share.
• China Competition: Continued undercutting from domestic suppliers or further share losses.

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Summary

If SuperVision proliferates quickly, R&D is leveraged across larger revenue streams, and more OEMs adopt Mobileye’s turnkey L2++ system, 2027 EBIT could surpass $1.5B. At a 25x multiple, EV approaches $39–$40B. Adding net cash potentially lifts equity value to $42–$44B—around 3x the current market cap. That implies a $40–$50 stock price range over the next few years. With the stock currently at $17.52, the bull thesis points to a potential 32-44% annualized return if these upside drivers materialize.