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Secure anomaly detection for your sensitive data

Swiftask combines its AI agents with Evervault's encryption technology to analyze your critical data without ever exposing it.

Result:

Identify threats and irregularities immediately, while ensuring full compliance with your security standards.

The dilemma between AI analysis and data protection

To detect anomalies, AI tools have traditionally needed access to raw data. For companies handling sensitive information (PII, health, finance), this is a major security and compliance risk.

Main negative impacts:

  • Data exposure risk: Sending sensitive data to AI models increases the attack surface and the risk of information leaks.
  • Strict compliance constraints: Processing highly confidential data makes AI adoption complex and often blocked by IT teams.
  • Limited anomaly detection: Due to risk aversion, many companies avoid analyzing their most critical data, missing fraud or errors.

With Swiftask and Evervault, you encrypt your data before it reaches our AI agents. You benefit from intelligent anomaly detection without ever decrypting data outside your secure environment.

BEFORE / AFTER

What changes with Swiftask

The traditional approach

Data is transmitted in plain text to an analysis engine. In the event of a breach, sensitive data is exposed. Security departments impose strict restrictions, limiting AI tool effectiveness.

The Swiftask + Evervault secure approach

Data is encrypted via Evervault at the source. Swiftask processes encrypted data or uses secure enclaves. Only the analysis results (the anomaly) are returned, ensuring total confidentiality.

Implementing your secure detection pipeline

STEP 1 : Encrypt your streams with Evervault

Use Evervault tools to encrypt sensitive data upon capture or before any transfer to Swiftask.

STEP 2 : Configure your Swiftask AI agent

Create an agent dedicated to anomaly detection in Swiftask, configured to interact with your encrypted data.

STEP 3 : Define alert thresholds

Set criteria specific to your business: price deviations, unusual behavior, transaction inconsistencies.

STEP 4 : Automate the response

When an anomaly is detected, the agent triggers an immediate alert to your security or management tools.

Protected detection capabilities

Our agents analyze complex patterns while respecting Evervault's strict encryption policies, ensuring your data remains private.

  • Target connector: The agent performs the right actions in evervault based on event context.
  • Automated actions: Real-time analysis of encrypted data streams. Fraud, error, or internal threat detection. Automated alerts via secure channels. Detection history for compliance auditing.
  • Native governance: Security is natively integrated into every step of the agent's execution.

Each action is contextualized and executed automatically at the right time.

Each Swiftask agent uses a dedicated identity (e.g. agent-evervault@swiftask.ai ). You keep full visibility on every action and every sent message.

Key takeaway: The agent automates repetitive decisions and leaves high-value actions to your teams.

Why choose this duo for your security

1. Maximum confidentiality

Your sensitive data is never exposed in plain text during analysis.

2. Simplified compliance

Meet GDPR, HIPAA, or SOC2 requirements without sacrificing AI innovation.

3. Proactive detection

Identify anomalies before they become major crises.

4. Seamless integration

Evervault integrates easily into existing architectures without technical overhauls.

5. Reduced human risk

Automation eliminates errors associated with manual analysis of large data volumes.

Infrastructure you can trust

Swiftask applies enterprise-grade security standards for your evervault automations.

  • End-to-end encryption: Evervault ensures your data remains encrypted throughout the processing lifecycle.
  • Process isolation: Each analysis is isolated to prevent cross-contamination or unauthorized access.
  • Auditability: Every agent decision is logged to provide a clear audit trail if needed.

To learn more about compliance, visit the Swiftask governance page for detailed security architecture information.

RESULTS

Impact on your security posture

MetricBeforeAfter
Data exposure surfaceHigh (plain text)Zero (encrypted)
Detection timeSeveral daysReal time
Compliance riskHigh riskNative compliance

Take action with evervault

Identify threats and irregularities immediately, while ensuring full compliance with your security standards.