DROZlegal / Blog / Discovery & Settlement Tracking

Litigation Settlement Tracking and AI Discovery Review, Mapped Stage by Stage

You've got thirty days left on a limitation period, an open settlement offer sitting in your inbox, and four boxes of productions your associate still has to code before Friday's affidavit-of-documents deadline. Litigation settlement tracking software surfaces every open offer against its own deadline while an AI discovery-review agent proposes a first-pass coding pass on the productions — cutting into the document review that already eats more than 80% of litigation spending industry-wide, an estimated $42 billion a year. Neither one accepts the offer or files anything: a lawyer still decides what gets accepted, served, or filed, every time.

Disclosure: DROZlegal publishes this guide and builds the discovery_review and disclosure_review agents, and the litigation case-detail page's settlement-offers panel, described below as part of its practice-automation product for Ontario law firms. The eDiscovery cost figures cited are drawn directly from Everlaw's own published 2026 research, not ours. This article is general information about Ontario litigation workflow, not legal advice.

Two workflows, one collision point

Discovery review and settlement tracking usually live in separate places — a shared drive folder for productions, a spreadsheet or sticky note for offers — even though they're racing against the same clock on the same file.

A missed production deadline and a lapsed settlement window are both silent failures. Nothing crashes. No error message fires. The Friday production just doesn't go out, or the offer sits unanswered until it expires, and nobody notices until opposing counsel does.

That's the gap a single case record closes: discovery status, service records, and every open settlement offer sitting next to the same deadline clock — not a replacement for the lawyer's judgment on any of them, just one place where nothing quietly falls through. See the full Litigation module for how the rest of a case file is organized around it.

The discovery and disclosure pipeline, stage by stage

Every production or disclosure item that lands on a litigation file — civil or criminal — moves through the same five checkpoints before it becomes part of the record:

StageWhat happensWho or what does itWhere a lawyer signs off
1. IntakeProductions and disclosure materials land in the case's Documents tabCase file — one of eight tabs on the litigation case-detail page
2. First-pass reviewRelevance, privilege, or disclosure-category coding is proposeddiscovery_review agent (civil) or disclosure_review agent (criminal)Every proposal is reviewed before it's accepted into the file
3. Disclosure classificationCrown disclosure is sorted under the Stinchcombe / McNeil / O'Connor taxonomy; each job is silo-scoped to a single casedisclosure_review agent, criminal matters onlyClassification is a proposal, never a filed position
4. Service trackingWhat's been exchanged with the other side is logged against the fileThe case's service-records tabLawyer confirms service occurred as recorded
5. Deadline checkThe relevant clock — e.g., Rule 30.03's 10-day affidavit-of-documents window — is checked against the case timelineDeterministic, no-LLM deadline engineLawyer confirms anything novel the rule set hasn't already encoded
Document review consistently accounts for more than 80% of total litigation spending — an estimated $42 billion a year, per the American Bar Association's own tracking. Source: Everlaw, "eDiscovery Costs in 2026," published/updated January 22, 2026.

Both review agents are manual-dispatch and propose-only — two of the 17 (of 22 registered) agents on the AI Agents roster that never act on their own, only draft a proposal for a lawyer to accept, edit, or reject.

Settlement offers: tracked and surfaced, never finalized

The same case-detail page carries a dedicated offers tab, backed by DROZlegal's settlement-offer service. What it does, and what it deliberately never does:

The offers panel doesWhat always stays a lawyer's call
Surfaces every open offer on the case, next to the same timeline used for deadline trackingAccepting or rejecting an offer — settlement is one of DROZlegal's six permanent hard ceilings and always requires client authority
Keeps offer history visible alongside the undertakings and service-records tabs on the same caseCommunicating a decision to opposing counsel — no agent sends outbound correspondence on its own
Gives the file one place to check an offer against a limitation date, instead of a side spreadsheetFiling anything with the court — court filing is a separate, equally permanent ceiling

That split is deliberate, not a current limitation waiting on more autonomy. Settlement acceptance requires the client's informed authority, not a confidence score — the panel's job is to make sure the offer and its deadline stay visible, not to make the call.

Why this stays a checklist, not an autopilot

Seventeen of DROZlegal's 22 registered agents are propose-only by designdiscovery_review and disclosure_review among them — meaning a lawyer manually dispatches each job, and every output lands as a draft or a proposal reviewed before it becomes part of the file.

Two of the six permanent hard ceilings sit directly under the workflow this piece covers. Settlement requires client authority no matter how routine an offer looks. Court filing requires a lawyer's own submission, whether the underlying document came from a discovery review, a drafted pleading, or a form pulled from the registry. Neither ceiling moves as a firm earns more autonomy elsewhere — that's the point of calling it permanent, not the current setting.

For how the drafting side of the same file works — a Statement of Defence, a motion record — see our guide to AI document drafting for law firms. For the province's own 241-entry court-form registry and its deterministic deadline engine, see Law Firm Automation in Ontario: that piece covers drafting and filing infrastructure; this one covers what happens to a file's discovery and settlement side while that infrastructure runs underneath it. Both sit inside the same DROZlegal practice-automation platform.

Newsletter

Get the next issue. No spam, no fluff.

Practice-automation guides, trust-accounting compliance notes, and product news — sent when there's something worth reading.

Get started

See what stays on your desk before you commit to anything

Run the discovery-review agents and the settlement-offers panel on one real Ontario litigation file — see exactly what gets proposed, what gets tracked, and what still waits for your signature.