Types of Machines for Cutting Gemstones
Natural gemstones come in a wide variety of types, hardness levels, and crystalline structures. Cutting and shaping these precious materials requires exceptional precision, consistency, and technical expertise. The evolution of specialized machinery has revolutionized the gemstone industry, replacing time-consuming manual techniques with highly efficient, accurate, and repeatable processes. Modern gem-cutting machines ensure minimal material waste, superior surface finishes, and the ability to achieve intricate designs that enhance a stone’s brilliance and value. Below is a comprehensive overview of the most essential machines used in professional gemstone cutting and polishing.
Sawing Machines
Used for the initial division and shaping of rough gemstone material, sawing machines are the first step in the cutting process. These machines employ diamond-impregnated blades—either circular or band-style—capable of slicing through even the hardest gemstones like diamonds, sapphires, and rubies. The precision of the cut reduces kerf loss (material removed during cutting), maximizing yield from valuable rough material.
Advantages
- High precision with minimal material loss
- Diamond blades handle extremely hard gemstones
- Consistent, straight cuts ideal for slabbing and pre-forming
- Available in manual, semi-automatic, and fully automatic models
Limitations
- Diamond blades are expensive and wear over time
- Heat generation requires cooling systems (water or oil)
- Not suitable for detailed shaping or faceting
Best for: Initial rough cutting, slabbing, and preparing blanks for further processing
Grinding Machines
After sawing, grinding machines are used to shape the gemstone into its desired form. These machines utilize rotating abrasive wheels made from materials like silicon carbide or diamond grit. Grinding removes excess material, creates curves, and establishes the basic geometry of the stone before polishing. Different grit levels allow for coarse shaping and fine smoothing in successive stages.
Advantages
- Efficient material removal for shaping
- Available in various grits for progressive refinement
- Essential for creating cabochon domes and custom silhouettes
- High control over final contour and symmetry
Limitations
- Generates heat and dust, requiring ventilation and coolant
- Can cause chipping if not operated carefully
- Multiple wheel changes needed for different stages
Best for: Shaping cabochons, pre-faceting, and smoothing sawn surfaces
Faceting Machines
Faceting machines are precision instruments designed to cut and polish flat, reflective surfaces (facets) on transparent gemstones. These machines hold the stone on a dop stick attached to a quill, which is precisely angled and rotated over a laps (polishing discs). Each facet is cut at exact angles and positions to maximize light reflection, brilliance, and fire. Computer-aided design (CAD) integration allows for the replication of complex cuts like rounds, ovals, and fancy shapes.
Advantages
- Unmatched precision in angle and placement
- Enables creation of brilliant-cut stones with maximum sparkle
- Reproducible results for consistent quality
- Supports custom designs and rare cuts
Limitations
- Steep learning curve and high skill requirement
- Time-consuming for complex multi-facet designs
- High-end models are expensive
Best for: Transparent gemstones such as diamonds, emeralds, and sapphires requiring maximum light performance
Polishing Machines
Polishing machines deliver the final, mirror-like finish to gemstones after grinding or faceting. They use soft laps coated with fine abrasive compounds such as diamond paste, tin oxide, or cerium oxide. The machine rotates the lap at controlled speeds while the gem is gently pressed against it, eliminating micro-scratches and enhancing luster. The quality of polish significantly affects the stone’s visual appeal and market value.
Advantages
- Produces high-gloss, reflective surfaces
- Essential for achieving professional-grade finish
- Improves clarity and color perception in the stone
- Can be integrated into multi-stage grinding/polishing units
Limitations
- Requires specific compounds for different gem types
- Over-polishing can lead to facet rounding or loss of definition
- Contamination between compounds must be avoided
Best for: Final finishing of faceted and cabochon stones, enhancing brilliance and market readiness
Laser Cutting Machines
Laser cutting represents the cutting edge of gemstone technology. Using focused beams of light—typically CO₂ or Nd:YAG lasers—these machines can cut, drill, and engrave gemstones with micron-level accuracy. Lasers are especially useful for cleaving brittle stones along natural planes, creating intricate inlays, or adding detailed inscriptions. Their non-contact nature reduces mechanical stress and minimizes the risk of cracking.
Advantages
- Extremely high precision and repeatability
- Capable of complex internal cuts and engravings
- Minimal physical stress on the stone
- Ideal for delicate or inclusion-prone materials
Limitations
- High initial investment and maintenance costs
- Requires specialized training and safety protocols
- May alter color in heat-sensitive stones if not properly cooled
Best for: High-precision cutting, internal engraving, and processing rare or fragile gemstones
| Machine Type | Primary Use | Precision Level | Material Compatibility | Ideal For |
|---|---|---|---|---|
| Sawing Machines | Rough cutting and slabbing | High | All gem types, especially hard stones | Initial shaping of rough material |
| Grinding Machines | Shaping and contouring | Medium to High | Most opaque and translucent stones | Cabochons, pre-forms, and smoothing |
| Faceting Machines | Creating flat reflective facets | Very High | Transparent crystals (e.g., diamond, sapphire) | Bright, sparkling gemstones |
| Polishing Machines | Final surface finishing | High | All polished gem types | Enhancing luster and clarity |
| Laser Cutting Machines | Precision cutting and engraving | Extremely High | Delicate, rare, or complex stones | Intricate designs and high-value applications |
Expert Tip: When working with laser or high-speed grinding equipment, always use proper cooling and dust extraction systems to protect both the gemstone’s integrity and the operator’s health. Additionally, matching the abrasive type and grit to the Mohs hardness of the gem ensures optimal results without damage.
Important Features of Machines for Cutting Gemstones
Cutting gemstones is a precise and delicate process that requires specialized machinery designed for accuracy, durability, and control. Different types of gem-cutting machines—such as slab saws, faceting machines, and trim saws—are engineered with specific features to handle the unique challenges of working with precious and semi-precious stones. Understanding these key features helps jewelers, lapidaries, and manufacturers choose the right equipment for optimal results in terms of cut quality, efficiency, and safety.
Key Features of Gemstone Cutting Machines
Diamond Blades
The cornerstone of any gemstone cutting machine is its diamond blade. These blades are embedded with industrial-grade diamond particles along the edge, providing exceptional hardness and cutting precision. Because gemstones like sapphire, ruby, and quartz are extremely dense and abrasive, standard steel blades would wear out quickly or cause chipping.
Diamond blades allow for clean, smooth cuts with minimal material loss, preserving the value of the stone. They are designed to withstand high pressure and friction, reducing the risk of cracking or shattering delicate gems. Blade thickness and diamond grit can be selected based on the desired finish—finer grits for polishing, coarser ones for rapid material removal.
Cutting Tables
Cutting tables serve as the foundation for precision in gem faceting and slicing. These tables provide a perfectly flat and stable surface, ensuring that the gemstone remains level during the cutting process. Stability is crucial to avoid uneven facets or misaligned angles, which can significantly reduce a stone’s brilliance and market value.
High-quality tables come with micro-adjustable components, allowing users to set exact angles (often down to 0.1 degrees) and depths for each facet. Some advanced models include digital readouts or laser guides for enhanced accuracy. The table's rigidity also minimizes vibration, contributing to cleaner cuts and longer tool life.
Water Cooling System
Friction generated during cutting produces intense heat, which can damage both the gemstone and the machine. A built-in water cooling system circulates water directly onto the blade or grinding wheel to dissipate heat effectively. This prevents thermal shock that could cause the stone to crack or discolor, especially in heat-sensitive gems like opal or emerald.
Beyond temperature control, the water also acts as a lubricant and flushes away stone dust and debris from the cutting zone. This keeps the blade clean, improves cutting efficiency, and reduces wear. Additionally, water suppresses airborne particulates, promoting a safer and cleaner working environment by minimizing inhalation risks.
Vise Clamps
Secure stone positioning is critical during cutting, and vise clamps play a vital role in holding the gem firmly in place. These clamps are typically made from durable, non-marring materials to prevent scratching or damaging the stone’s surface. They are adjustable, allowing the operator to position the gem at precise angles for faceting or trimming.
Advanced vises use dop sticks or quills that attach to the stone via adhesive, enabling multi-directional rotation and alignment. This flexibility allows lapidaries to create complex facet patterns with high repeatability. A well-designed vise system ensures zero movement during operation, which is essential for maintaining symmetry and achieving professional-grade finishes.
Variable Speed Motor
Not all gemstones respond the same way to cutting forces. Softer stones like turquoise or pearl require slower speeds to avoid overheating or fracturing, while harder materials like topaz or corundum can tolerate higher RPMs. A variable speed motor allows operators to adjust the rotational speed of the blade or lap based on the gem’s hardness, size, and desired outcome.
This adaptability enhances control, reduces tool wear, and improves cut quality. Modern machines often feature digital speed controls with preset options for common gem types, making it easier for both beginners and experts to achieve consistent results. The motor’s torque and stability at low speeds are particularly important for fine detailing and intricate faceting work.
| Feature | Function | Benefits |
|---|---|---|
| Diamond Blades | Cutting through hard gem materials | Precise, clean cuts; long blade life; minimal chipping |
| Cutting Tables | Providing stable, adjustable work surface | Accurate angles; reduced vibration; consistent faceting |
| Water Cooling System | Reducing heat and removing debris | Prevents stone damage; extends blade life; improves safety |
| Vise Clamps | Securing the gemstone during cutting | No slippage; precise positioning; safe operation |
| Variable Speed Motor | Adjusting cutting speed based on material | Optimized performance; versatility; better finish quality |
Best Practices for Optimal Performance
Important: Always wear appropriate personal protective equipment (PPE), including safety glasses and gloves, when operating gem-cutting machinery. Never bypass safety guards or operate the machine without proper training. Following manufacturer guidelines for maintenance and usage not only protects your investment but also ensures the highest quality results and operator safety.
Industrial Applications of Machines for Cutting Gemstones
The integration of advanced machinery into gemstone processing has revolutionized the industry, significantly enhancing precision, productivity, and cost-efficiency. Modern gem-cutting machines utilize computer-aided design (CAD), laser technology, and automated control systems to deliver consistent, high-quality results. These innovations have minimized human error, reduced material waste, and accelerated production cycles across multiple industrial sectors.
Jewelry Manufacturing
Automated gemstone cutting machines are indispensable in modern jewelry production. They enable precise shaping of diamonds, sapphires, emeralds, and other precious stones into standardized cuts such as round brilliant, princess, cushion, and oval. CNC-controlled lathes and faceting machines ensure micron-level accuracy, which is critical for maximizing light reflection and aesthetic appeal.
- High-speed diamond-tipped saws allow rapid division of large rough stones with minimal kerf loss
- Robotic arms equipped with precision spindles handle delicate stones during faceting and polishing
- Digital templates ensure consistency across mass-produced gemstone batches
- Integration with 3D modeling software allows custom design prototyping before physical cutting
Key benefit: Enables scalable production of flawless gemstones while maintaining strict quality control and reducing material wastage by up to 30% compared to manual methods.
Mining and Primary Processing
In the mining sector, industrial cutting machines play a crucial role in the initial processing of rough gemstones extracted from the earth. These machines facilitate the sorting, sizing, and preliminary shaping of raw materials before they enter the refining or jewelry-making stages.
- Hydraulic splitters and diamond wire saws separate large mineral clusters into manageable pieces
- Automated sorting systems use imaging and spectroscopy to classify stones by size, clarity, and composition
- Pre-forming machines create standardized blanks for downstream precision cutting
- Vibration-resistant industrial enclosures protect equipment in harsh mining environments
Operational advantage: Uniformly sized and categorized stones streamline logistics, improve inventory management, and enhance downstream processing efficiency in cutting and polishing facilities.
Laser Engraving and Customization
Laser-based cutting and engraving systems have opened new frontiers in gemstone personalization and security marking. These non-contact tools use focused beams to etch intricate patterns, serial numbers, logos, or artistic designs onto the surface of even the hardest gemstones like diamonds.
- Femtosecond lasers create micro-engravings invisible to the naked eye for authentication and anti-counterfeiting
- High-precision galvanometer scanners enable detailed artwork on gemstone inlays for luxury phone cases, watches, and accessories
- Software-driven design integration allows real-time customization based on customer input
- Minimal heat-affected zones prevent cracking or discoloration during engraving
Innovation highlight: Laser engraving supports traceability in ethical sourcing by embedding unique identification codes directly into the stone.
Market Demand and Quality Assurance
As consumer expectations for gemstone quality rise, manufacturers rely on advanced cutting machines to meet stringent industry standards. Automated systems ensure every gem meets precise optical symmetry, proportion, and finish requirements that directly impact grading and value.
- Machine vision systems inspect cuts in real time, detecting deviations from ideal geometry
- Feedback loops adjust cutting parameters dynamically to maintain consistency
- Data logging enables full traceability from rough stone to finished product
- Consistent output supports branding and customer trust in premium jewelry lines
Quality impact: Precision-cut gemstones achieve higher certification grades (e.g., GIA Excellent cut), increasing market value and customer satisfaction.
Cost Efficiency and Operational Optimization
While the initial investment in gemstone cutting machinery can be significant, the long-term operational savings are substantial. Automation reduces dependency on highly specialized labor and minimizes costly mistakes associated with manual handling.
- Reduced labor costs due to fewer skilled artisans required per unit of output
- Faster processing times increase throughput—some machines cut multiple stones simultaneously
- Predictive maintenance systems reduce downtime and extend equipment lifespan
- Energy-efficient motors and cooling systems lower utility expenses
- Material utilization improves through optimized cutting paths and nesting algorithms
ROI insight: High-volume operations typically recoup machine investments within 12–18 months through increased yield and reduced waste.
Emerging Applications and Future Trends
Beyond traditional uses, gemstone cutting technology is expanding into high-tech industries where optical clarity and material durability are paramount.
- Synthetic sapphire cutting for smartphone camera lenses and protective covers
- Custom-shaped gemstones for aerospace sensors and laser components
- Nano-faceting for photonic devices and quantum computing applications
- AI-driven optimization of cut designs to maximize brilliance and carat retention
Future outlook: Integration with Industry 4.0 principles—such as IoT connectivity and cloud-based design sharing—is transforming gemstone manufacturing into a smart, responsive ecosystem.
Professional Insight: When selecting gemstone cutting equipment, consider not only current production needs but also scalability and software compatibility. Machines with open API access and modular design allow easier upgrades as technology evolves. Additionally, prioritize vendors offering comprehensive training and technical support to ensure smooth integration into existing workflows.
| Application Sector | Primary Machine Type | Key Benefits | Typical Output Improvement |
|---|---|---|---|
| Jewelry Manufacturing | CNC Faceting Machines, Laser Cutters | Precision, consistency, design flexibility | 40–60% faster than manual cutting |
| Mining & Primary Processing | Diamond Wire Saws, Hydraulic Splitters | Rapid bulk processing, reduced breakage | Up to 50% increase in usable yield |
| Customization & Engraving | Femtosecond Laser Systems | Micro-detailing, anti-counterfeiting | Near-zero material removal loss |
| Industrial & Tech Applications | Ultra-Precision CNC Lathes | Tolerance control, surface finish quality | Sub-micron accuracy achievable |
Additional Considerations for Industrial Implementation
- Safety Standards: Proper ventilation, dust extraction, and laser shielding are essential in industrial cutting environments
- Environmental Impact: Modern systems incorporate coolant recycling and diamond slurry recovery to minimize waste
- Training Requirements: Operators need technical training in both machinery operation and basic gemology
- Maintenance Protocols: Regular calibration and component inspection ensure sustained precision over time
- Regulatory Compliance: Equipment must meet ISO and OSHA standards, especially for laser and high-speed rotating components
How to Choose the Right Gemstone Cutting Machine: A Comprehensive Guide
Selecting the ideal gemstone cutting machine is a crucial decision that directly impacts your operation’s efficiency, product quality, and long-term profitability. With a wide variety of machines available—each designed for specific materials, volumes, and precision levels—it’s essential to evaluate key performance factors such as cutting speed, energy efficiency, batch capacity, technological sophistication, and maintenance needs. This guide will walk you through the most important considerations to help you make an informed investment tailored to your gemstone processing requirements.
Important Note: The hardness and type of gemstones you plan to cut (e.g., diamonds, sapphires, emeralds, or softer stones like opals) significantly influence machine selection. Always match your equipment to the Mohs hardness scale of your materials to avoid premature wear or damage.
Key Factors in Choosing a Gemstone Cutting Machine
- Efficiency and Cutting Speed
- Prioritize machines that offer high throughput without compromising cut quality.
- Compare cutting cycles per hour across models—faster machines increase productivity for high-volume operations.
- Consult industry benchmarks for cutting times based on stone type and size to ensure the machine meets your production goals.
- Look for dual-head or multi-spindle systems that allow simultaneous cutting of multiple stones.
- Energy Efficiency and Operating Costs
- Evaluate the machine’s power consumption (measured in kW/h) and compare it with output capacity.
- Opt for energy-efficient motors and variable speed drives that reduce electricity usage during idle or low-load periods.
- Lower power consumption translates to reduced operational costs over time, especially in large-scale facilities.
- Consider machines with automatic shut-off or sleep modes to conserve energy when not in active use.
- Batch Processing and Capacity
- For commercial or industrial applications, select machines capable of handling large batches of gemstones at once.
- Bulk loading trays or automated feed systems can significantly reduce labor costs and increase consistency.
- High-capacity machines are ideal for meeting peak market demand and scaling your business efficiently.
- Over time, larger throughput reduces the per-unit cutting cost, improving overall profitability.
- Precision and Technological Features
- Accuracy is paramount in gemstone cutting—look for machines with advanced CNC (Computer Numerical Control) systems.
- CNC-controlled cutters ensure consistent, repeatable results and minimize material waste.
- Optical alignment systems, laser guides, and digital calipers enhance precision during setup and cutting.
- Computerized controls reduce human error and allow for complex facet patterns and custom designs with minimal rework.
- Power and Durability for Hard Gemstones
- Diamonds, rubies, and sapphires require high-powered machines with robust motors and durable diamond-impregnated blades or laps.
- Ensure the machine has sufficient torque and spindle strength to handle hard materials without overheating or vibration.
- Harder stones cause more wear on components—choose models with wear-resistant bearings, seals, and cutting surfaces.
- Consider water-cooling systems to prevent thermal damage to both the stone and machine during prolonged cutting sessions.
- Maintenance and Operational Reliability
- Select machines designed for easy maintenance with accessible components and clear service intervals.
- Low-maintenance models reduce downtime and keep your production line running smoothly.
- Look for self-lubricating parts, sealed bearings, and tool-free access to critical areas like blades and motors.
- Regular maintenance extends machine lifespan and ensures consistent cutting performance over time.
- Stay Updated with Technological Advancements
- Modern gem cutting machines integrate automation, AI-assisted design software, and IoT-enabled monitoring systems.
- Automated polishing and shaping functions reduce manual labor and improve finish quality.
- Some advanced systems use 3D scanning to optimize stone yield and suggest ideal cut patterns before processing begins.
- Investing in upgradable machines ensures your operation remains competitive as technology evolves.
| Machine Feature | Best For | Avoid If | Recommended Use Case |
|---|---|---|---|
| High-Speed CNC Cutters | Precise faceting, custom designs | Low budget, infrequent use | Jewelry manufacturers, custom gem cutters |
| Bulk Batch Cutters | Mass production, standard shapes | Small-scale or artisan operations | Wholesale gem suppliers, industrial cutting |
| Diamond-Blade Saws | Hard stones (diamond, corundum) | Cutting soft or brittle stones | Hard gemstone processing |
| Manual or Semi-Automatic Laps | Artisan cutting, small workshops | High-volume production needs | Independent lapidaries, hobbyists |
| Water-Cooled Systems | Extended cutting sessions, heat-sensitive stones | Water-restricted environments | Professional studios, large-scale operations |
Expert Tip: Before purchasing, request a live demonstration or sample cut using your specific type of rough gemstone. This allows you to evaluate the machine’s precision, noise level, ease of use, and finish quality under real-world conditions.
Additional Selection Recommendations
- Always verify warranty coverage and availability of technical support or spare parts.
- Train operators thoroughly—well-maintained machines operated by skilled personnel deliver the best results.
- Consider future scalability—choose a machine that can grow with your business through add-ons or upgrades.
- Compare total cost of ownership (TCO), including energy, consumables, maintenance, and labor—not just the initial purchase price.
- Join gemology forums or trade associations to stay informed about new equipment and user reviews.
Choosing the right gemstone cutting machine is more than just a financial decision—it’s an investment in quality, consistency, and long-term operational success. By carefully evaluating efficiency, precision, capacity, and technological features, you can select a machine that not only meets your current needs but also supports future growth. Whether you're running a small artisan workshop or a large commercial facility, the right equipment will enhance your craftsmanship and keep you competitive in the evolving world of gemstone manufacturing.
Frequently Asked Questions About Gemstone Cutting Machines
Diamonds, being the hardest natural material on Earth (rated 10 on the Mohs scale), require highly specialized equipment for cutting and shaping. The primary machine used is known as a diamond cutting lathe or bruting machine, which utilizes other diamonds to cut and shape the stone.
- How It Works: The machine holds a rotating diamond against another diamond (or diamond-coated wheel), grinding it into the desired shape through abrasive action. This process is called "bruting" when forming the round outline of a brilliant-cut diamond.
- Types of Cuts: These machines can produce various popular cuts including round brilliant, princess, emerald, cushion, oval, and pear shapes, each requiring precise angles and symmetry for optimal light reflection.
- Modern Technology: Today, many diamond cutting machines are computer-controlled (CNC), allowing for extreme precision and consistency in facet placement, depth, and polish—critical factors in determining a diamond’s brilliance and value.
The diamond cutting machine remains the cornerstone of the diamond jewelry industry, combining centuries-old craftsmanship with cutting-edge technology to transform rough stones into sparkling gems.
The art and science of cutting, shaping, faceting, and polishing gemstones—both precious (like diamonds, rubies, sapphires) and semi-precious (such as amethyst, topaz, garnet)—is known as lapidary.
- Historical Roots: Lapidary has been practiced for thousands of years, dating back to ancient civilizations such as Egypt, India, and Mesopotamia, where artisans shaped stones for jewelry, seals, and religious artifacts.
- Key Processes: Modern lapidary includes several stages: sawing, grinding (lapping), faceting, and polishing. Each step uses progressively finer abrasives to achieve a smooth, reflective surface.
- Faceting vs. Cabochon:
- Faceted cuts are used for transparent stones to maximize sparkle (e.g., diamonds, emeralds).
- Cabochons (smooth, domed surfaces without facets) are typically used for opaque or chatoyant stones like opals or star sapphires.
Lapidary is both a technical skill and an artistic craft, requiring knowledge of mineral properties, geometry, and optical physics to enhance a stone’s natural beauty.
Gemstone cutting machines are engineered for precision, durability, and vibration control. While the frame and structural components are typically constructed from high-grade steel or cast iron for stability, the actual cutting tools incorporate advanced materials designed to handle extreme hardness and heat.
- Blades and Wheels: Most cutting and grinding wheels are embedded with industrial-grade diamond abrasives, either as diamond dust coating or synthetic diamond segments. These are essential for cutting through hard materials like quartz, corundum (rubies/sapphires), and diamond itself.
- Abrasive Types:
- Diamond-coated wheels for hard stones (diamond, sapphire, topaz).
- Silicon carbide or aluminum oxide for softer stones (turquoise, opal, calcite).
- Cooling Systems: Machines often include water-cooling features to prevent overheating, reduce dust, and prolong tool life during prolonged use.
- Wear Resistance: Steel frames provide rigidity and shock absorption, while diamond-tipped components ensure long-lasting performance even under continuous operation.
The combination of robust metal construction and diamond-based cutting surfaces makes modern lapidary machines capable of handling a wide range of gem materials with high accuracy and minimal wear over time.
Lab-grown diamonds are created using advanced scientific methods that replicate the natural conditions under which diamonds form deep within the Earth. These synthetic diamonds are chemically, physically, and optically identical to mined diamonds. Two primary methods are used:
| Method | Process Overview | Key Features |
|---|---|---|
| HPHT (High Pressure, High Temperature) | Mimics the Earth’s natural diamond-forming environment. A small diamond seed is placed in a press with carbon source (usually graphite) and molten metal catalyst. Under pressures of around 5 GPa and temperatures of 1300–1600°C, the carbon dissolves and crystallizes onto the seed. |
|
| CVD (Chemical Vapor Deposition) | A diamond seed (usually a thin slice) is placed in a vacuum chamber filled with carbon-rich gas (like methane). The gas is ionized into plasma using microwaves, breaking down the molecules so carbon atoms deposit layer by layer onto the seed. |
|
After growth, both HPHT and CVD diamonds undergo the same cutting, polishing, and grading processes as natural diamonds. Lab-grown diamonds offer an ethical, sustainable, and often more affordable alternative without compromising on beauty or durability.








浙公网安备
33010002000092号
浙B2-20120091-4
Comments
No comments yet. Why don't you start the discussion?