2. How Is Data Secured? End-to-End Protection with No Weak Links
Data security is more than preventing unauthorized access. True protection spans the entire lifecycle — from ingestion and transmission to storage, usage, and eventual destruction. GeekDance’s approach is simple: control every stage, leave no gap for risk.
1. Triple-Layer Protection: Secure in Transit, at Rest, and in Use
Enterprise data is treated as a critical asset, protected across three layers:
- In transit: All data is encrypted during transmission. Even if intercepted, the content remains unreadable.
- At rest: Data is stored in encrypted form, accessible only to authorized parties. Encryption keys are jointly managed and rotated regularly to minimize exposure.
- In use: Model computation and data access occur within isolated secure environments, preventing direct access to raw data.
At the storage level, GeekDance uses AES-256 encryption — a widely recognized industry-standard — to ensure robust protection against unauthorized access.
2. Compliance Built In, Not Added Later
Compliance requirements vary by industry and region. Addressing them after deployment increases cost and risk. GeekDance therefore adopts a “compliance-first” strategy:
- Domestic projects: Built-in compliance frameworks with strict access control and full audit logs.
- Cross-border projects: Local regulatory requirements — such as data localization or traceable access — are incorporated from the design phase.
- Regulatory updates: Systems are adjusted proactively as policies evolve, without requiring additional client intervention.
One cross-border healthcare client previously faced app takedowns due to compliance issues. After working with GeekDance and implementing localized compliance from the outset, the app passed regulatory review smoothly and earned endorsements from local medical institutions.
3. Recoverable When Needed, Erasable When Required
Enterprises typically worry about two extremes: irreversible data loss and incomplete data deletion. GeekDance addresses both:
- Resilience: Critical data is stored across geographically separated data centers with incremental backups every 15 minutes. In the event of a failure, recovery can be completed within 30 minutes.
- Complete deletion: Upon verified deletion requests, data is securely overwritten multiple times to ensure no residual traces remain. A formal destruction report is issued for audit purposes.
3. The Real Value: Confident Results, Worry-Free Security
For enterprises, accurate models translate directly into faster decisions, higher efficiency, and measurable cost savings. Robust data security minimizes compliance risk and protects core assets. GeekDance does not position itself as a mere technology provider — but as a long-term partner that helps you apply AI correctly, safely, and sustainably.
3. Business Outcome–Driven Acceptance, Not Abstract Metrics
Accuracy only matters if it translates into real business value. From the outset of each project, GeekDance defines measurable business goals and uses them as acceptance criteria:
- Avoiding vague claims like “95% accuracy,” and instead setting concrete targets such as “60% faster customer service response” or “false alarm rate below 5% for fault prediction.”
- If targets are not met, optimization and adjustment are provided at no additional cost until business objectives are achieved.
For GeekDance, technical value is validated only through tangible improvements in efficiency, cost reduction, and decision quality.
2. How Is Data Secured? End-to-End Protection with No Weak Links
Data security is more than preventing unauthorized access. True protection spans the entire lifecycle — from ingestion and transmission to storage, usage, and eventual destruction. GeekDance’s approach is simple: control every stage, leave no gap for risk.
1. Triple-Layer Protection: Secure in Transit, at Rest, and in Use
Enterprise data is treated as a critical asset, protected across three layers:
- In transit: All data is encrypted during transmission. Even if intercepted, the content remains unreadable.
- At rest: Data is stored in encrypted form, accessible only to authorized parties. Encryption keys are jointly managed and rotated regularly to minimize exposure.
- In use: Model computation and data access occur within isolated secure environments, preventing direct access to raw data.
At the storage level, GeekDance uses AES-256 encryption — a widely recognized industry-standard — to ensure robust protection against unauthorized access.
2. Compliance Built In, Not Added Later
Compliance requirements vary by industry and region. Addressing them after deployment increases cost and risk. GeekDance therefore adopts a “compliance-first” strategy:
- Domestic projects: Built-in compliance frameworks with strict access control and full audit logs.
- Cross-border projects: Local regulatory requirements — such as data localization or traceable access — are incorporated from the design phase.
- Regulatory updates: Systems are adjusted proactively as policies evolve, without requiring additional client intervention.
One cross-border healthcare client previously faced app takedowns due to compliance issues. After working with GeekDance and implementing localized compliance from the outset, the app passed regulatory review smoothly and earned endorsements from local medical institutions.
3. Recoverable When Needed, Erasable When Required
Enterprises typically worry about two extremes: irreversible data loss and incomplete data deletion. GeekDance addresses both:
- Resilience: Critical data is stored across geographically separated data centers with incremental backups every 15 minutes. In the event of a failure, recovery can be completed within 30 minutes.
- Complete deletion: Upon verified deletion requests, data is securely overwritten multiple times to ensure no residual traces remain. A formal destruction report is issued for audit purposes.
3. The Real Value: Confident Results, Worry-Free Security
For enterprises, accurate models translate directly into faster decisions, higher efficiency, and measurable cost savings. Robust data security minimizes compliance risk and protects core assets. GeekDance does not position itself as a mere technology provider — but as a long-term partner that helps you apply AI correctly, safely, and sustainably.
2. Modular Responsibilities with Cross-Validation
Relying on a single model to handle all tasks increases the risk of errors — much like asking one person to both calculate and audit financials. GeekDance decomposes complex requirements into specialized model modules, each responsible for a single function, and then validates results across modules.
The workflow works as follows: complex tasks are broken down into sub-functions such as parameter calculation, rule matching, and result generation. Each module operates within a clearly defined boundary — for example, calculation modules focus solely on equipment and cost data, while rule modules track policies and standards. A dedicated validation module cross-checks outputs, triggering recalculation if inconsistencies are detected.
This modular validation approach minimizes single-point errors and significantly improves reliability. In one new energy enterprise, report rework rates dropped from 60% to zero after adopting this architecture.
3. Business Outcome–Driven Acceptance, Not Abstract Metrics
Accuracy only matters if it translates into real business value. From the outset of each project, GeekDance defines measurable business goals and uses them as acceptance criteria:
- Avoiding vague claims like “95% accuracy,” and instead setting concrete targets such as “60% faster customer service response” or “false alarm rate below 5% for fault prediction.”
- If targets are not met, optimization and adjustment are provided at no additional cost until business objectives are achieved.
For GeekDance, technical value is validated only through tangible improvements in efficiency, cost reduction, and decision quality.
2. How Is Data Secured? End-to-End Protection with No Weak Links
Data security is more than preventing unauthorized access. True protection spans the entire lifecycle — from ingestion and transmission to storage, usage, and eventual destruction. GeekDance’s approach is simple: control every stage, leave no gap for risk.
1. Triple-Layer Protection: Secure in Transit, at Rest, and in Use
Enterprise data is treated as a critical asset, protected across three layers:
- In transit: All data is encrypted during transmission. Even if intercepted, the content remains unreadable.
- At rest: Data is stored in encrypted form, accessible only to authorized parties. Encryption keys are jointly managed and rotated regularly to minimize exposure.
- In use: Model computation and data access occur within isolated secure environments, preventing direct access to raw data.
At the storage level, GeekDance uses AES-256 encryption — a widely recognized industry-standard — to ensure robust protection against unauthorized access.
2. Compliance Built In, Not Added Later
Compliance requirements vary by industry and region. Addressing them after deployment increases cost and risk. GeekDance therefore adopts a “compliance-first” strategy:
- Domestic projects: Built-in compliance frameworks with strict access control and full audit logs.
- Cross-border projects: Local regulatory requirements — such as data localization or traceable access — are incorporated from the design phase.
- Regulatory updates: Systems are adjusted proactively as policies evolve, without requiring additional client intervention.
One cross-border healthcare client previously faced app takedowns due to compliance issues. After working with GeekDance and implementing localized compliance from the outset, the app passed regulatory review smoothly and earned endorsements from local medical institutions.
3. Recoverable When Needed, Erasable When Required
Enterprises typically worry about two extremes: irreversible data loss and incomplete data deletion. GeekDance addresses both:
- Resilience: Critical data is stored across geographically separated data centers with incremental backups every 15 minutes. In the event of a failure, recovery can be completed within 30 minutes.
- Complete deletion: Upon verified deletion requests, data is securely overwritten multiple times to ensure no residual traces remain. A formal destruction report is issued for audit purposes.
3. The Real Value: Confident Results, Worry-Free Security
For enterprises, accurate models translate directly into faster decisions, higher efficiency, and measurable cost savings. Robust data security minimizes compliance risk and protects core assets. GeekDance does not position itself as a mere technology provider — but as a long-term partner that helps you apply AI correctly, safely, and sustainably.
1. How Do We Ensure Accuracy? No Generic Templates — Models Built Around Your Business
General-purpose models may handle basic scenarios, but they often overlook industry-specific rules and constraints, leading to biased or impractical outputs. GeekDance’s core principle is simple yet critical: adapt the model to your business, not your business to the model.
1. Industry-Specific Data, Not Generic Data Stacking
Model accuracy fundamentally depends on the quality of its training data. Generic datasets are like general textbooks — they lack the “special rules” unique to each industry. For example, subsidy validity periods in the energy sector or implicit customs requirements in cross-border trade are rarely captured in public datasets.
GeekDance works directly within your real business scenarios to extract these industry-specific signals. For energy-related models, we incorporate data such as regional subsidy cycles and equipment degradation patterns; for cross-border models, we整理 country-level customs nuances and compliance requirements. All data is sourced from real business operations, cleaned, validated, and continuously updated to prevent the model from relying on outdated information.
This business-aligned data strategy delivers accuracy far beyond that of generic models, ensuring outputs remain relevant and actionable.
2. Modular Responsibilities with Cross-Validation
Relying on a single model to handle all tasks increases the risk of errors — much like asking one person to both calculate and audit financials. GeekDance decomposes complex requirements into specialized model modules, each responsible for a single function, and then validates results across modules.
The workflow works as follows: complex tasks are broken down into sub-functions such as parameter calculation, rule matching, and result generation. Each module operates within a clearly defined boundary — for example, calculation modules focus solely on equipment and cost data, while rule modules track policies and standards. A dedicated validation module cross-checks outputs, triggering recalculation if inconsistencies are detected.
This modular validation approach minimizes single-point errors and significantly improves reliability. In one new energy enterprise, report rework rates dropped from 60% to zero after adopting this architecture.
3. Business Outcome–Driven Acceptance, Not Abstract Metrics
Accuracy only matters if it translates into real business value. From the outset of each project, GeekDance defines measurable business goals and uses them as acceptance criteria:
- Avoiding vague claims like “95% accuracy,” and instead setting concrete targets such as “60% faster customer service response” or “false alarm rate below 5% for fault prediction.”
- If targets are not met, optimization and adjustment are provided at no additional cost until business objectives are achieved.
For GeekDance, technical value is validated only through tangible improvements in efficiency, cost reduction, and decision quality.
2. How Is Data Secured? End-to-End Protection with No Weak Links
Data security is more than preventing unauthorized access. True protection spans the entire lifecycle — from ingestion and transmission to storage, usage, and eventual destruction. GeekDance’s approach is simple: control every stage, leave no gap for risk.
1. Triple-Layer Protection: Secure in Transit, at Rest, and in Use
Enterprise data is treated as a critical asset, protected across three layers:
- In transit: All data is encrypted during transmission. Even if intercepted, the content remains unreadable.
- At rest: Data is stored in encrypted form, accessible only to authorized parties. Encryption keys are jointly managed and rotated regularly to minimize exposure.
- In use: Model computation and data access occur within isolated secure environments, preventing direct access to raw data.
At the storage level, GeekDance uses AES-256 encryption — a widely recognized industry-standard — to ensure robust protection against unauthorized access.
2. Compliance Built In, Not Added Later
Compliance requirements vary by industry and region. Addressing them after deployment increases cost and risk. GeekDance therefore adopts a “compliance-first” strategy:
- Domestic projects: Built-in compliance frameworks with strict access control and full audit logs.
- Cross-border projects: Local regulatory requirements — such as data localization or traceable access — are incorporated from the design phase.
- Regulatory updates: Systems are adjusted proactively as policies evolve, without requiring additional client intervention.
One cross-border healthcare client previously faced app takedowns due to compliance issues. After working with GeekDance and implementing localized compliance from the outset, the app passed regulatory review smoothly and earned endorsements from local medical institutions.
3. Recoverable When Needed, Erasable When Required
Enterprises typically worry about two extremes: irreversible data loss and incomplete data deletion. GeekDance addresses both:
- Resilience: Critical data is stored across geographically separated data centers with incremental backups every 15 minutes. In the event of a failure, recovery can be completed within 30 minutes.
- Complete deletion: Upon verified deletion requests, data is securely overwritten multiple times to ensure no residual traces remain. A formal destruction report is issued for audit purposes.
3. The Real Value: Confident Results, Worry-Free Security
For enterprises, accurate models translate directly into faster decisions, higher efficiency, and measurable cost savings. Robust data security minimizes compliance risk and protects core assets. GeekDance does not position itself as a mere technology provider — but as a long-term partner that helps you apply AI correctly, safely, and sustainably.
