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J
James
Deadline & Compliance Monitor

James caught a statute of limitations expiring next Tuesday that nobody had calendared, and sent the partner a Slack alert at 6:14 AM

Zero missed deadlines. 14-day advance warning on all filing dates. CLE tracking automated.

Replaces nobody, partners scramble todayDeploys in 4-6 weeks
THE PROBLEM

A single missed deadline can end a law firm. That is not hyperbole. A missed statute of limitations extinguishes a client's claim entirely: no motion, no appeal, no remedy. A missed filing deadline in active litigation can result in sanctions, adverse inferences, default judgments, or dismissed counterclaims. The malpractice exposure from one missed deadline routinely exceeds $500,000, and bar association data consistently shows that missed deadlines are among the top three causes of legal malpractice claims nationwide.

The challenge for mid-market firms is that deadline management is extraordinarily complex and almost entirely manual. A single litigation matter can involve dozens of deadlines: initial pleading responses, discovery cut-offs, deposition scheduling orders, motion-filing windows, pre-trial conference dates. Each deadline triggers subsidiary deadlines, a motion-filing date creates a brief-filing deadline, a response deadline, and a reply deadline, each calculated by jurisdiction-specific rules that vary between federal, state, and local courts.

Most firms rely on a patchwork system: Outlook calendars, Clio reminders, shared spreadsheets, and individual attorney memory. Deadlines entry is manual; a paralegal reads a court order, calculates the deadline using the applicable rules of procedure, and enters it into the calendar. When a paralegal is out sick, the institutional knowledge of pending deadlines can disappear with them.

James is your AI Deadline & Compliance Monitor. He ingests every new matter, every court order, every scheduling order, and automatically calculates all applicable deadlines using federal, state, and local rules of procedure, including subsidiary deadlines and judge-specific standing orders. He sends escalating reminders at 14, 7, 3, and 1 day before every hearing date. He tracks CLE requirements and regulatory compliance for every attorney. When James catches a statute of limitations nobody calendared, the cost of his entire annual deployment is justified in that single moment.

$500K+
Typical malpractice exposure from a single missed deadline, eliminated with zero missed deadlines.
That is why you need James.
HOW IT WORKS

How James works, step by step

Each step is automated. James only escalates when human judgment is required.

1

New matter, order, or scheduling order ingested

James ingests the matter details, identifies the jurisdiction, court, and case type, and calculates all applicable deadlines using the relevant federal, state, and local rules of procedure and judge-specific standing orders, including subsidiary deadlines (brief filing, response, reply) triggered by each primary deadline.

via Clio
2

Deadlines calculated for the matter

James cross-references calculated deadlines against court database records via CM/ECF and state e-filing portals to verify hearing dates, filing windows, and any amended scheduling orders, resolving discrepancies before calendar entry.

via Court systems
3

Preparation milestones approaching (14, 7, 3, 1 days before deadline)

James sends escalating Slack reminders to the assigned attorney and paralegal, including a status check on whether the required work product has been drafted, reviewed, and approved. Each reminder includes the specific deadline, the rule that created it, and the consequences of missing it.

If no activity is logged against a deadline within the 7-day warning window, James escalates to the supervising partner immediately.
via Slack
4

Court issues an amended scheduling order or deadline modification

James detects the change, recalculates all affected deadlines (including downstream subsidiary deadlines), updates Clio, and sends a Slack notification to all assigned personnel with a clear summary of what moved and by how much.

via Clio
5

Quarterly CLE and regulatory compliance check

James tracks continuing legal education requirements for every attorney by jurisdiction, flags attorneys approaching CLE deadlines with insufficient credits, monitors bar registration renewals, and sends compliance summaries to the firm administrator.

via Slack
6

Weekly firm-wide deadline audit

James generates a comprehensive deadline report for each practice group and the managing partner: all deadlines within 30, 60, and 90 days, matters with approaching deadlines showing no preparation activity, statute of limitations expirations in the next 6 months, and any discrepancies between Clio and court records.

Matters with deadlines in the next 7 days and no logged preparation activity are flagged as critical immediately.
via Slack

What James handles vs. what stays with you

Clear boundaries. James works autonomously within defined limits and escalates everything else.

James handles
Ingests every matter, order, and scheduling order, and calculates all applicable deadlines by jurisdiction rules
Cross-references calculated deadlines against court database records via CM/ECF and state e-filing portals
Sends escalating 14/7/3/1-day reminders to the assigned attorney and paralegal with the rule and consequence
Detects amended scheduling orders, recalculates all affected downstream deadlines, and updates Clio automatically
Your team handles
James does not file documents with any court; all filings are prepared and submitted by attorneys or authorized staff
Deadline calculations for unusual procedural situations (tolling agreements, bankruptcy stays, interlocutory appeals) are flagged for attorney resolution
James does not make strategic decisions about whether to seek deadline extensions; that judgment belongs to the attorney
Calendar entries created by James can be modified by authorized firm personnel; James logs all modifications for audit
James does not assess the quality of work product prepared for a deadline; he tracks whether activity occurred, not whether the work is sufficient
INTEGRATIONS

Works inside your existing tools

James connects to the platforms you already use. No new software to learn.

Clio
Reads & writes
Court systems
Reads from
Slack
Writes to
IMPLEMENTATION

From zero to James

James is deployed gradually, with measurable checkpoints at every stage.

DEPLOY TIME
4-6 weeks

Monitoring mode first, then a gradual rollout.

DATA REQUIRED
Clio matter data (case types, jurisdictions, courts, assigned attorneys, and existing deadline entries)
Court-database API access for applicable jurisdictions (federal PACER, state e-filing systems)
Judge-specific standing orders and scheduling preferences for frequently assigned judges
Attorney CLE tracking records and bar registration details by jurisdiction
PILOT PROCESS

Pilot launches on a single practice group's active caseload, the group with the highest volume of court-imposed deadlines. Weeks 1-2, James runs in parallel with the firm's existing deadline-tracking system, and a paralegal compares calculated deadlines against manual calculations for every active matter.

YOUR AI TEAM

Works alongside James

These AI employees share data and coordinate with James to cover your full legal operation.

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Deploy James for your
legal operations

Start with a 90-minute discovery session. We evaluate whether James is the right fit for your workflows and show you exactly what changes.