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Automate document data extraction with Nyckel

Swiftask connects your workflows to Nyckel to transform unstructured documents into actionable data instantly.

Result:

Save valuable time by eliminating manual data entry and drastically reduce your error rate.

Manual data entry holds back your growth

Manually processing invoices, contracts, or forms is a major source of inefficiency. Between typing errors, processing delays, and repetitive workload, your operational teams lose precious time.

Main negative impacts:

  • Costly human errors: Manual data transcription increases error risks, impacting your database quality.
  • Excessive processing delays: The volume of documents processed manually slows down your billing and approval cycles.
  • High operational costs: Allocating human resources to low-value data entry tasks impacts your bottom line.

The Swiftask + Nyckel integration allows you to automate the analysis and extraction of key data from any document, directly into your business processes.

BEFORE / AFTER

What changes with Swiftask

Traditional manual processing

An employee receives a document, reads it, manually types every field into your business software, and verifies the data. This takes several minutes per document and is prone to fatigue.

Swiftask intelligent automation

The document is uploaded, the Swiftask agent sends it to Nyckel for instant analysis, and the extracted data is automatically injected into your database. Zero human intervention.

Deploying your extraction pipeline

STEP 1 : Nyckel model configuration

Train your Nyckel classifier or extractor on your specific document types in just a few clicks.

STEP 2 : Connect via Swiftask

Link your Nyckel model to Swiftask to create a seamless automation workflow.

STEP 3 : Define business rules

Configure post-extraction actions: database logging, email alerts, or CRM updates.

STEP 4 : Go live

Your documents are processed in real-time as soon as they are received.

Advanced extraction capabilities

The AI analyzes structure, text, and specific fields within your documents for precise extraction.

  • Target connector: The agent performs the right actions in nyckel based on event context.
  • Automated actions: Key field extraction (names, dates, amounts), automatic document classification, API tool integration, multi-format support.
  • Native governance: Extraction accuracy improves over time thanks to Nyckel's machine learning capabilities.

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

Each Swiftask agent uses a dedicated identity (e.g. agent-nyckel@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.

Strategic benefits for your business

1. Boosted productivity

Free your teams from tedious data entry tasks.

2. Increased accuracy

Reduce errors to near 0% with AI.

3. Faster turnaround

Process your documents in seconds.

4. Unlimited scalability

Handle growing document volumes without adding headcount.

5. Seamless integration

Connect extracted data to your entire tech stack.

Security and compliance

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

  • Encrypted data: All data in transit between Nyckel and Swiftask is fully secured.
  • Access control: Fine-grained permission management within your Swiftask workspace.
  • Full audit trail: Complete traceability for every processed document.
  • GDPR compliant: Adhering to the strictest standards for your sensitive data.

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

RESULTS

Measurable impact on your operations

MetricBeforeAfter
Processing time10-15 mins/doc< 5 secs/doc
Error rate5-10%< 0.5%
Cost per documentHigh (labor)Reduced by 80%

Take action with nyckel

Save valuable time by eliminating manual data entry and drastically reduce your error rate.

Automate content moderation with Nyckel and Swiftask

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