Tarification

Automatically clean your Celonis EMS process data with AI

Swiftask integrates with Celonis EMS to automate the cleaning and preparation of your process data. Eliminate errors and boost reliability.

Resultat:

Turn raw data into actionable insights instantly. Reduce preparation cycles by 80%.

Manual data prep is slowing down your Celonis analysis

Process mining demands flawless data. Yet, data extracted from ERPs is often inconsistent, incomplete, or poorly formatted. This manual cleaning step is time-consuming and error-prone, delaying critical strategic decisions.

Les principaux impacts négatifs :

Unusable data: Inconsistent logs lead to erroneous process analyses, distorting your understanding of operational reality.
IT bottlenecks: Relying on data teams to transform files overloads IT departments and slows down time-to-insight.
High maintenance costs: Custom cleaning scripts are fragile and require constant maintenance whenever source systems evolve.

Swiftask deploys specialized AI agents that clean, normalize, and structure your process data in real-time before injection into Celonis EMS.

AVANT / APRÈS

Ce qui change avec Swiftask

The traditional process

Analysts extract raw logs, spend hours in Excel or Python correcting formats, managing missing values, and reconciling IDs. If data changes, the work starts over.

The Swiftask approach

Your Swiftask AI agent ingests raw data, applies intelligent cleaning rules, detects anomalies, and prepares a clean, ready-to-use dataset for Celonis EMS, automatically.

Deploying your cleaning agent in 4 steps

ÉTAPE 1 : Define cleaning rules

Configure your agent's directives: date formats, null handling, entity reconciliation, deduplication.

ÉTAPE 2 : Connect data sources

Swiftask connects to your ERPs or data lakes via secure connectors to pull raw process data.

ÉTAPE 3 : AI engine execution

The agent analyzes and cleans data according to your rules, flagging complex anomalies for human review.

ÉTAPE 4 : Export to Celonis EMS

Purified data is automatically pushed to Celonis EMS, ready for your process mining analysis.

Intelligent cleaning capabilities

The agent evaluates temporal consistency, format validity, and case attribute completeness.

Connecteur cible : L'agent exécute les bonnes actions dans celonis ems selon le contexte de l'événement.
Actions automatisées : Normalization of heterogeneous formats. Intelligent imputation of missing values. Detection and removal of duplicates. Standardization of activity labels. Validation of complex business rules.
Gouvernance native : Swiftask maintains a complete audit log of every transformation performed to ensure data transparency.

Chaque action est contextualisée et exécutée automatiquement au bon moment.

Chaque agent Swiftask utilise une identité dédiée (ex. agent-celonis-ems@swiftask.ai ). Vous gardez une visibilité complète sur chaque action et chaque message envoyé.

À retenir : L'agent automatise les décisions répétitives et laisse à vos équipes les actions à forte valeur.

Benefits for your data team

1. Analysis accuracy

Clean data ensures a faithful representation of your business processes.

2. Increased agility

Adapt your cleaning rules in seconds without writing a line of code.

3. Operational time savings

Automate repetitive prep tasks to free up your experts.

4. Total scalability

Handle growing data volumes without proportional workload increases.

5. Guaranteed compliance

Ensure traceability of your data in line with governance requirements.

Data security and governance

Swiftask applique des standards de sécurité enterprise pour vos automatisations celonis ems.

End-to-end encryption: All processed data is encrypted at rest and in transit.
Controlled access: Granular permission management for sensitive data access.
Immutable audit logs: Full traceability of transformations for internal audits.
GDPR compliance: Cleaning processes that respect data protection standards.

Pour aller plus loin sur la conformité, consultez la page gouvernance Swiftask et ses détails d'architecture de sécurité.

RÉSULTATS

Impact on your data operations

Métrique	Avant	Après
Preparation time	Days per cycle	Minutes in real-time
Error rate	High (manual)	Minimal (AI)
Maintenance cost	High (dedicated scripts)	Reduced (no-code)
Insight reliability	Variable	Guaranteed

Passez à l'action avec celonis ems

Turn raw data into actionable insights instantly. Reduce preparation cycles by 80%.

Anticipez vos résultats avec la puissance de Celonis EMS et Swiftask

Cas d'usage suivant.