Data & Process Automation
Data automation and process automation that eliminates manual data handling, reduces errors and frees teams from repetitive work — covering CRM automation, email sequences, bulk data processing, system synchronisation and alert-based reporting for German and European businesses.
CRM & lead automation
Keeping CRM records accurate and complete without manual data entry — automatically enriching lead records with company data, logging email and meeting activity, updating deal stages based on events and triggering follow-up tasks at the right time. Removes the admin burden that causes CRM adoption to fail.
- Auto-enrich new leads with LinkedIn, Clearbit or Hunter data
- Email thread logging to CRM contact and deal records
- Calendar event sync and meeting note creation
- Deal stage auto-update from email open, click and reply signals
- Inactivity alerts: deals with no activity for X days
- Duplicate detection and merge suggestions
- Custom field population from form and integration data
- Win/loss reason capture and pipeline health reporting
Email sequence automation
Triggered email sequences that follow up with leads, onboard new customers, re-engage dormant contacts and send the right message at the right point in the buyer journey — automatically. Each email sent at the optimal time based on behaviour, not a fixed schedule.
- Trigger-based sequence start: form submission, CRM stage change, event
- Behaviour-based timing: adjust next email based on opens and clicks
- Personalisation tokens: name, company, product, last activity
- A/B testing subject lines and send times
- Sequence pause on reply (stops automated emails on human response)
- Unsubscribe and GDPR opt-out handling
- Sequence performance reporting: open, click, reply rates per step
- Integration with Mailchimp, Brevo, HubSpot, ActiveCampaign or custom SMTP
Report & data aggregation
Automated aggregation of data from multiple systems into unified reports and dashboards — pulling from CRM, ERP, accounting, marketing and operations systems to give management a single view without manual export-and-paste processes.
- Multi-source data pull: APIs, databases, spreadsheets, SaaS exports
- Data normalisation and deduplication across sources
- Scheduled report generation: daily, weekly, monthly
- Email delivery to named recipients with PDF or Excel attachment
- Dashboard update automation from aggregated data
- Metric calculation: growth rates, conversion rates, margins
- Historical trend comparison across reporting periods
- Anomaly detection with alert when metric exceeds threshold
Scheduled batch processing
Automated batch jobs for large-scale data processing tasks that run on a defined schedule — nightly database updates, daily file imports, weekly reconciliations and monthly billing runs. Reliable, logged and alertable, replacing manual "run every Monday" processes.
- Cron scheduling with timezone and DST handling
- Bulk record processing with transaction batching
- Progress tracking for long-running jobs
- Retry logic with configurable backoff for transient failures
- Job history log: start time, duration, records processed, errors
- Alerting on failure with error detail and affected records
- Parallel processing for performance on large datasets
- Manual trigger option for reruns and backfill jobs
Data sync & deduplication
Keeping data consistent across multiple systems — CRM, ERP, e-commerce, support and marketing tools — so the same contact, order or product record does not diverge across platforms. Includes conflict resolution logic to handle cases where both systems have updated the same record.
- Bi-directional sync between two or more systems
- Field-level conflict resolution rules (which system wins per field)
- Duplicate detection using fuzzy matching on name, email and phone
- Merge logic for confirmed duplicates with source tracking
- Real-time sync via webhooks and event-driven triggers
- Scheduled reconciliation to catch missed real-time events
- Sync log with before/after values for each record change
- Dead-letter queue for records that fail sync validation
Alert & notification automation
Automated alerts and notifications that inform the right people of the right events at the right time — stock below reorder level, deal won or lost, payment overdue, SLA breach, system error, or any other business event that requires a human response.
- Rule-based alert configuration on any data source or system event
- Threshold monitoring with configurable upper and lower bounds
- Multi-channel delivery: email, Slack, Teams, SMS, push notification
- Alert routing by severity, team, department or on-call schedule
- Snooze and acknowledge workflow for actionable alerts
- Escalation on non-acknowledgment within SLA window
- Alert suppression during known maintenance windows
- Alert history and response time reporting