E-Discovery in Practice: Find the Documents That Decide Cases
Signature Course No. 490 — A Signature AI Socratic Coaching Course.
No experience needed — your coach starts where you are.
A New Kind of Learning
Socratic coaching, delivered by an agentic AI coach.
Not a course you watch. An AI coach you work with.
The Lighthouse Coach begins by discovering how you think about the subject, teaches what is missing, and gives you realistic practice before asking you to prove that you can use it. You may test out of concepts you already understand, while capstones turn the learning into a practical plan, decision, conversation, or other real-world result.
The curriculum is deliberately authored; the AI delivers it through coaching. It is not an AI randomly generating lessons.
A coach that teaches by asking — not by lecturing
The Lighthouse Coach is an AI Socratic coach built on Cognosco Learning's E-Discovery in Practice: Find the Documents That Decide Cases course, in the Frontline & Industry Leadership category. It does not play videos at you. It holds a conversation: it asks you a question, listens to your answer, names the misconception it hears, affirms what you got right, and asks the next question — the way a great coach works in the room.
Cases now turn on documents nobody printed. The record of a modern business decision is an email thread, a chat exchange, a shared spreadsheet with forty versions — and e-discovery is the disciplined process by which that record is preserved, collected, processed, searched, reviewed, protected, and produced, in an order that matters, because a defect early in the chain cannot be repaired by brilliance later. The course runs on one stipulated matter: the Tanneridge Fabrication dispute — $4,200,000 in controversy, fourteen custodians, 486 gigabytes collected across five source classes.
It starts with the modern record. What e-discovery is, why the industry lifecycle model is a shared map and not an authority a court enforces, and where the two seats sit on every page: counsel decides relevance, privilege, and the positions taken with the court, while the practitioner executes, documents, and flags — in writing, with numbers attached — wherever an instruction and the record diverge.
It works in two movements. First, Module 1 — Preserve, Collect, and Search — work through Concepts 1–9, finishing with The Preservation-and-Collection Plan; then, Module 2 — Review, Protect, Produce, Defend — work through Concepts 10–18, finishing with The Defensibility Dossier.
Both capstones produce real artifacts — a preservation-and-collection plan a counsel could act on Monday: the trigger and scope memorandum, the hold package, the custodian-and-source map and collection record, the search-design memo with its validation plan, and the flag memorandum that states where the record is thin; and a defensibility dossier: the ESI protocol as formalized, the review quality record, the privilege-log sample and protection record, the production record reconciled, and the process narrative with its annexes.
The honesty standard is part of the course. This course teaches workflow and configuration judgment — never a platform's screens, click-paths, or search syntax, none of which survives a platform change and none of which is the judgment a court will ask about. It does not teach practicing law: relevance strategy, privilege determinations, and representations to a court belong to counsel. And it promises no certification, no job, and no outcome in any matter — only a process run deliberately, documented as it goes, and explainable afterward without flinching.
The course is self-paced and always on — roughly 30 minutes per concept, about 9 hours in full, taken in as many sittings as you like. You can type your answers, or talk out loud: the Voice Coach speaks its questions and listens to your spoken replies. Learners who already know the material can test out concept by concept.
E-Discovery in Practice: Find the Documents That Decide Cases is part of The Lighthouse Signature Series — the online counterpart to the one-day, in-person learning Cognosco Learning delivers.
Course Facts
One full concept, coached end to end — free: verify your email and we’ll send you a link to start.
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Diagnose → Learn & Practice → Prove → Capstone
Every learner moves through the same discipline a Cognosco instructor would insist on in the room.
Diagnose
The Coach starts where the course starts: with the lifecycle. State which stage the matter nearest you is in, and what the previous stage handed to it; say whether you described your work as a tool or as a process the last time someone outside the field asked; and classify the numbers attached to your matter — which are measured facts, which are stipulated estimates, and which are rules. Every concept opens with three questions that locate where you actually stand, and your answers shape how deeply the Coach works the concept with you. Everyone begins with Module 1 — no skipping the foundations you only think you have.
Learn & Practice
Work each concept in conversation with the Coach — spoken or written — then practice it against realistic situations until it holds up.
Prove
Every concept ends in proof: answer the check cold and demonstrate the skill. Know it already? Test out and take credit immediately.
Capstone
Finish with two capstones — The Preservation-and-Collection Plan for Module 1 and The Defensibility Dossier for Module 2 — that pull the whole course together, and earn the certificate.
What You'll Learn
Preserve, collect, search, review, protect, produce — in that order, every time. Each stage's output is the next stage's input: you cannot review what you failed to collect, and you cannot collect what you failed to preserve. And every consequential decision is made for a stated reason and written down at the time it is made — judgment recorded — so the record at the end is a by-product of the work, not a reconstruction assembled when a challenge arrives.
Module 1 runs the front half of the lifecycle. What e-discovery is; the duty to preserve and how it is triggered; the hold in practice — notice, interviews, and verified suspension; custodians and sources mapped; collection that preserves; processing judgment; search design in two halves — keywords as tested hypotheses, then sampling, validation, and technology-assisted review; and privilege protection designed in advance.
Module 2 runs the back half. Review workflow and coding decisions that hold together; the privilege log as a document that must defend itself; production in negotiated formats, checked the way an opponent will check it; the discovery conference and the ESI protocol; failure — lost information — analyzed through Rule 37(e)'s own framework, gate by gate; costs and proportionality argued from arithmetic; tools and vendors chosen defensibly; and the defensibility file.
And it holds its boundary throughout. The paralegal and legal-support role itself is taught in its own neighboring course, No. 489. This course owns the ESI process that role sometimes serves — and keeps the two seats separate on every page: counsel's seat holds the legal determinations, and the practitioner's seat holds execution, documentation, and the duty to flag.
What you will learn
- State what e-discovery is, walk the lifecycle in order, and place any task at its correct stage
- Judge when the duty to preserve is triggered, and run a litigation hold whose suspension is verified, not assumed
- Map custodians and sources with their preservation risks, collect without altering, and document custody per source
- Make processing decisions as recorded judgments, and design searches as tested hypotheses
- Validate a search by sampling and report honest quality numbers — precision, elusion, and estimated recall
- Run a review with tiers, batches, a coding manual, and quality-control sampling wired to consequences
- Build a privilege log whose entries defend themselves, and protect privilege by design under FRE 502 before production
- Produce in negotiated formats after the opponent's check, argue proportionality from arithmetic, and assemble the defensibility file
Everything in the course
- All 18 concepts of E-Discovery in Practice: Find the Documents That Decide Cases, in 2 modules
- A starting-point check first — the Coach finds where you actually stand before teaching
- Learn, Practice, Prove for every concept — no passive video watching
- A test-out on every concept: prove you know it and move on
- The Voice Coach: talk with the Coach out loud — it speaks, listens, and replies
- A personal Learner Record of your work across the course
- Two capstone exercises: The Preservation-and-Collection Plan and The Defensibility Dossier
- A printable session summary whenever you pause
- The Lighthouse Coach completion certificate (Signature Series)
- Your progress is saved as you go — stop anytime, resume where you left off
Built for the people who run the process
Litigation-support and e-discovery practitioners — in firms, in-house departments, and service providers — who run or will run the ESI process on live matters under counsel's direction.
Paralegals and legal-support professionals — who completed No. 489 and want the process depth that book deliberately pointed to rather than taught.
Project managers at providers — who must translate between counsel's instructions and a platform's possibilities, and who need to know which translations are judgment and which are mere settings. The course assumes you can work carefully with documents and deadlines; it assumes no particular platform, no law degree, and no prior e-discovery matter — the running matter supplies the experience in order.
Prefer to learn live and in person? The same material anchors Cognosco's one-day programs — browse the in-person catalog.
Start with What E-Discovery Is
$195 — introductory price. One payment. No subscription, no password to manage.
Here is exactly what happens when you enroll:
- Pay securely with Stripe — you are taken straight into the course
- Create your learner profile and begin the Module 1 starting-point check
- Save the access key you are given — it restores your enrollment on any device
- Learn at your pace; your progress is stored in your browser on your device
For the full voice experience, use Chrome and allow the microphone when asked. Typing your answers works everywhere, all the time. Questions before you enroll? Email hello@cognoscolearning.com.
Before you enroll
What is a Socratic coaching session?
A conversation, not a video. Your coach asks a question; you answer — out loud by voice, or by typing — and the coach responds to what you said: naming the misconception it hears, affirming what you got right, and asking the next question. You advance only when you have mastered each concept, so a finished course means the learning held.
How long does it take — and how long do I have?
About 30 minutes per concept. Learn in sittings of any length; your progress is saved as you go. You have a full year from purchase to finish, and you can revisit and retake within that year.
What does the certificate verify?
That you completed every concept and both capstones of this course. Anyone can confirm a Cognosco certificate online — enter its certificate ID on our verification page.
What if it isn't for me — what are the refunds?
If you have not started, cancel for a full refund within seven days of purchase. Once you have started, there is no cash refund — stop before finishing and we credit the full amount you paid toward any other course in the library (credit valid one year from your original purchase). Once you complete the course, no refund or credit applies.
More Signature Courses are coming
E-Discovery in Practice: Find the Documents That Decide Cases is Signature Course No. 490. Leave your email and we'll send you news of future Signature Courses and Lighthouse updates as they are announced — nothing else.