Use Case · Legal & Tax
Deadline Management
& Diarising
AI agent monitors deadlines across all matters, identifies dependencies and escalates automatically. No missed deadline through human oversight.
Why Deadline Management Is a Lever
The most expensive mistake a firm can make
A missed deadline is the most expensive mistake a law firm can make. Not a wrong clause, not a calculation error, but a forgotten date. A limitation period that expires. A submission that arrives one day late. An appeal that is not filed in time.
In a firm with 200+ active matters, hundreds of deadlines are running simultaneously: court deadlines, regulatory deadlines, contractual deadlines, internal deadlines. They sit in the matter management system, in Outlook calendars, in spreadsheets, on sticky notes. Some are recorded twice, some not at all. Some depend on each other, but only the responsible lawyer knows that, and they are on holiday.
The system works as long as people pay attention. But people fall ill, go on holiday, get distracted, forget. A single missed deadline can cost a firm six figures in liability, in lost clients and in insurance premiums.
How the Process Changes
Before / After
for deadline monitoring and diarising
The Solution in Detail
How We Automate Deadline Management
01
Automatic Deadline Recognition
The AI agent recognises deadlines automatically from incoming documents: court orders, notices, pleadings, contracts. It extracts the date, deadline type, reference matter and assigns the deadline to the correct file. Works with scanned documents, PDFs and emails.
ABBYY Document Intelligence for document analysis. Custom NLP models for legal deadline recognition (limitation periods, appeal deadlines, submission dates, response deadlines). Automatic assignment by case reference.
02
Deadline Calculation & Dependencies
Automatic calculation of all relevant dates: deadline start, deadline end, pre-deadline reminders, extensions, taking into account bank holidays, weekends and jurisdiction-specific rules. Dependent deadlines are automatically linked.
Rule-based calculation following CPR, statutory rules and further procedural rules. Bank holiday calendar by jurisdiction. Dependency graph between linked deadlines.
03
Dashboard & Monitoring
Real-time dashboard with traffic-light status across all current deadlines. Filter by lawyer, client, deadline type, urgency. Immediately visible: what is due? What is at risk of expiring? Where is an assignment missing?
04
Escalation & Cover
Automatic escalation when overdue, tiered: first a reminder to the responsible lawyer, then to their cover, then to the partner. When a lawyer is absent, the stored cover arrangement is automatically activated.
Escalation rules configurable per deadline type and urgency. Integration with Outlook/Exchange for absence detection. Push, email and Teams notification.
Results
What Deadline Management Automation Typically Delivers
90%
Less manual
effort
100%
all deadlines
Auto
cover arrangements
<4 Mo.
& integration
The real value lies in risk mitigation. A single avoided missed deadline justifies the investment for years.
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Ready?
How many active matters are running in your firm in parallel?
Let us look in 30 minutes at how automated deadline management could work in your firm, with a real-time dashboard, automatic escalation and the certainty that no deadline slips through.
No sales pitch. Just an honest assessment.
120+ Clients. 100% Satisfaction. 7 months to Profitability.
WHAT YOU GET IN THE DISCOVERY CALL
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Calculate concrete ROI
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Define timeline and next steps
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