We delivered an AI Litigation Strategist that manages case timelines, discovery analysis, and multi-party coordination for a solo construction defect attorney

A solo attorney in Charleston handles construction defect cases — the kind where a homeowner sues the general contractor, who cross-claims against the roofer, who impleads the manufacturer, who blames the architect, and suddenly six parties are in litigation with overlapping discovery schedules, conflicting expert reports, and depositions that need to be coordinated across four law firms. She was managing eight active cases simultaneously with a single paralegal. Each case had thousands of pages of construction documents, inspection reports, weather logs, change orders, subcontractor agreements, daily site logs, and email chains between parties who never expected their messages to end up in discovery. She was spending her evenings re-reading deposition transcripts to find contradictions, her weekends organizing document productions, and her mornings in triage — figuring out which deadline was closest to disaster. She had missed a supplemental discovery response deadline by two days on one case, nearly failed to designate an expert before the cutoff on another, and realized during a mediation that opposing counsel had cited a document from her own production that she had never actually reviewed. We built her an AI Litigation Strategist that now functions as her senior associate. It ingested the complete file for all eight cases — every pleading, every discovery response, every deposition transcript, every expert report, every construction document, and every piece of correspondence. For deadline management it maintains a master calendar that tracks not just court-imposed deadlines but the cascading preparation windows behind each one — if expert reports are due in six weeks, it surfaces the need to schedule the expert's site inspection four weeks out, get the expert the relevant documents three weeks out, and review the draft report one week out. It knows which deadlines are hard and which have extension conventions, and it drafts stipulated extension requests when the calendar shows she cannot meet a deadline without sacrificing preparation quality on a more important one. For discovery analysis it reads every document production — incoming and outgoing — and builds a knowledge graph of who said what, when, about what issue. When opposing counsel takes a position in a motion, the AI searches its entire corpus and surfaces every document that supports or contradicts that position, ranked by relevance and credibility. Before depositions it produces a preparation memorandum that identifies every prior statement the witness has made across all documents, flags internal contradictions, and suggests examination sequences designed to expose inconsistencies. It caught that a general contractor's project manager had described the timeline of a waterproofing inspection differently in his deposition than in a daily log entry from the same week — a discrepancy no one else had noticed across twelve thousand pages of documents. For multi-party coordination it tracks each party's legal theory, identifies where theories conflict with each other, and maps the relationships between parties to find strategic opportunities — like when the manufacturer's expert report actually supports the homeowner's claim against the architect more than it supports the manufacturer's own defense. It produces weekly case assessments that tell her exactly where each case stands, what the next critical milestone is, and which cases need her direct attention versus which are on autopilot until a specific trigger date. She went from reactive crisis management to strategic case development. Her paralegal now handles document organization in half the time because the AI does first-pass categorization and privilege review flagging. She took on two new cases in the last month — something she would never have considered before — because the AI handles the cognitive load of keeping eight complex, multi-party disputes organized simultaneously. Her opposing counsel in one case asked during a break how she had found the contradicting daily log entry so quickly. She smiled and moved on to her next question.