Situation

Our client runs a mediation platform for people in high-conflict situations, such as divorced parents co-parenting a child, where communication is legally required but often difficult. The platform monitors and moderates every message and video call to keep communication safe, structured, and civil — a lower-cost alternative to traditional mediation involving legal professionals. It’s built on Knack, a no-code platform for rapid custom business apps.

Complication

Managing complex workflows manually was no longer sustainable. Tasks such as manually reviewing communication logs, generating compliance reports, and sending notifications required significant time and effort, leading to delays and errors.

Key challenges:

• Database optimization — design, manage, and maintain a scalable database to handle growing user demands.
• AI integration — introduce AI tools to assist reviewers in moderating communications more effectively.
• Automated reporting — generate PDF transcripts and CSV reports for compliance and court-ready documentation.
• User notifications — automate SMS and email alerts to keep users informed in real time.
• Bulk updates — enable front-end tools to perform bulk updates, saving time and reducing errors.
• Time zone management — implement a timezone-aware system to display records accurately for each user.
• Workflow automation — schedule tasks hourly, daily, and monthly to limit communication hours, reset credits, and more.
• Scalability — ensure the platform can handle user growth effectively.

Resolution

Custom automation tools and scalable workflows were implemented to address each challenge:

Database administration automation

• Automated backups, migrations, and optimizations to streamline performance.
• Scheduled tasks to run hourly, daily, and monthly, ensuring consistent maintenance.
• Implemented bulk update functionality to modify multiple records simultaneously.

Document generation

• Automated PDF and CSV generation for compliance and courtroom-ready documentation.
• One-click reporting for faster delivery of structured data.

AI-driven moderation tools

• Integrated AI tools to assist manual reviewers in evaluating written communications quickly and accurately.
• AI flagged potentially problematic messages for faster review, allowing human moderators to focus on critical cases and improve response times.
• Reduced workload, improved review consistency, increased speed of review, and ensured compliance.

SMS/email notifications

• Automated alerts and reminders to ensure timely updates without manual intervention.
• Timezone-sensitive messaging restricted to 8 AM–8 PM in the recipient’s local timezone.

Scalable infrastructure

• Designed workflows and database structures to support future growth without performance degradation.
• Prepared systems to scale seamlessly with increasing user demands.

Results

The implemented solutions delivered measurable improvements across key areas.

• 80% time savings — automated workflows and AI tools drastically reduced the time spent on manual tasks. Scheduled tasks and bulk updates streamlined operational efficiency.
• Improved accuracy — automation eliminated manual data entry errors. Compliance-ready documentation ensured precise and reliable reporting.
• Increased client satisfaction — faster reporting and timely notifications enhanced user experience. Timezone-sensitive communication scheduling ensured clear and structured messaging.
• Scalability ready — scalable infrastructure and AI-assisted workflows allowed the platform to grow seamlessly with user demand.

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