8 Best AI Legal Research Tools Like Casetext in 2026

8 Best AI Legal Research Tools Like Casetext in 2026

Casetext โ€” the AI legal research pioneer that launched CoCounsel in March 2023 โ€” was acquired by Thomson Reuters for $650M in August 2023 and folded into Westlaw Precision AI, leaving lawyers searching for a replacement or supplement in 2026. Harvey AI is the BigLaw and enterprise standard at a $3B valuation with AmLaw 100 customers, Spellbook is best-in-class for AI contract drafting inside Microsoft Word, Lexis+ AI and Westlaw Precision AI are the frictionless upgrades for firms already on those platforms, Paxton AI is the value pick for solos and small firms at $49/user/month, Claude excels at long-document analysis, ChatGPT covers brainstorming and drafting, and Perplexity Pro is the pick for cited public-web regulatory research. These eight tools like Casetext, split cleanly between specialist AI legal research and general-purpose assistants and ranked by use case with a per-seat pricing chart, capability matrix, decision tree, and migration playbook, cover every reason a Casetext user is searching for a new home in 2026.

๐Ÿ“… 7/12/2026๐Ÿ“– 4791 words ยท ~22 min read

Looking for the best tools like Casetext in 2026? You are in the right place. Casetext โ€” the AI legal research pioneer founded in 2013 by Jake Heller, Laura Safdie, and Pablo Arredondo that launched the industry-defining CoCounsel GPT-4-powered legal assistant in March 2023 โ€” was acquired by Thomson Reuters for $650 million in August 2023 in one of the fastest and largest exits in legal tech history. The standalone Casetext product still exists on paper, but the future belongs to CoCounsel-inside-Westlaw and the Thomson Reuters CoCounsel enterprise suite; pricing, packaging, and roadmap now sit inside Thomson Reuters' Westlaw Precision AI offering rather than the scrappy Casetext of 2022.

That leaves a lot of lawyers โ€” solos, small-firm partners, in-house counsel, and BigLaw associates โ€” searching for a replacement or a supplement that keeps the "one question, cited answer, drafted brief" feel Casetext popularized. This guide ranks the eight best tools like Casetext by use case in 2026, split between specialist AI legal research and drafting platforms and general-purpose AI assistants adaptable to legal work. Each pick gets a clear best-for, a current per-seat starting price, and an honest verdict. You also get a pricing chart, a 60-second decision tree, a capability matrix, a migration playbook, and an 8-question FAQ. By the end you will know exactly which tool to trial this week โ€” and which one your firm should standardize on for the next two years.

Charcoal editorial hero image with a fading legal research interface on the left dissolving into a bright grid of modern AI legal assistant UI tiles for contract review, case law search, and brief drafting on the right โ€” the best tools like Casetext in 2026

Why lawyers seek tools like Casetext

Casetext's standalone product still logs in, but the future is CoCounsel inside Thomson Reuters. Thomson Reuters closed the $650M acquisition in August 2023 and folded CoCounsel into Westlaw Precision AI. See our tools/casetext live status page for the full timeline.

  • Legal AI adoption is now mainstream. The 2024 ABA Legal Technology Survey reports more than 30% of firms use generative AI in some workflow, up from single digits in 2022. The "should we try this?" question has become "which one?"
  • Hallucinations are a career risk. The Mata v. Avianca sanctions โ€” a $5,000 fine against lawyers who filed a ChatGPT brief citing invented cases โ€” made citation validation a hard requirement, not a nice-to-have.
  • Contract work is the fastest AI win. Spellbook and other Word-native tools cut first-pass contract review time by 60% or more in published case studies, without the citation risk of case law generation.
  • BigLaw signed with Harvey. Harvey AI counts Allen & Overy, PwC, and dozens of AmLaw 100 firms as customers โ€” the enterprise AI legal category is real, growing, and well-funded.
  • Cost pressure is real for small firms. Casetext's standalone plans started at ~$85/user/month. In 2026 the alternatives range from $20/user/month (general-purpose assistants) to $130/user/month (Westlaw Precision AI) โ€” small firms can absolutely land under the old CoCounsel price.
  • Cited answers are table stakes. Perplexity Pro, Lexis+ AI, and Westlaw Precision AI all ship inline citations. Any Casetext replacement worth using in 2026 shows its work.

If any of that describes your practice, the picks below cover the swap. For wider context, see our tools/casetext live profile and the comparisons hub.

Pricing at a glance

The chart below ranks per-seat starting pricing for the top AI legal research tools like Casetext with the features that matter โ€” case law search, citation validation, contract review, brief drafting, jurisdiction breadth, and firm-system integrations. Two caveats. First, enterprise tools like Harvey AI and Westlaw Precision AI quote per-firm rather than per-seat; the number shown is the smallest published or credibly reported starting per-user rate for small teams. Second, general-purpose assistants (ChatGPT, Claude, Perplexity Pro) are cheaper but do not ship legal-specific citation validation โ€” they belong in a legal stack, not as its only pillar.

Tools Like Casetext โ€” Starter Monthly Cost per User (USD / month) Bar chart comparing entry-level per-seat monthly costs for the top eight AI legal research tools like Casetext in 2026. Starter Monthly Cost โ€” Tools Like Casetext Lower bars cost less. Prices are per user per month on the smallest paid plan, billed annually, Q1 2026. Harvey AI$100/moSpellbook$89/moLexis+ AI$125/moWestlaw Precision AI$130/moPaxton AI$49/moChatGPT (Legal)$20/moClaude$20/moPerplexity Pro$20/mo Source: Vendor pricing pages, Q1 2026. Casetext was acquired by Thomson Reuters for $650M in August 2023 and lives on inside Westlaw Precision.
Starter per-seat monthly cost for the top AI legal research tools like Casetext in 2026.

A few notes. Westlaw Precision AI at ~$130/user/month is the most expensive and the most complete for firms already on Westlaw. Lexis+ AI at ~$125/user/month is the direct competitor from the LexisNexis side. Harvey AI at ~$100/user/month reported starting is the BigLaw pick โ€” enterprise-only in practice. Spellbook at ~$89/user/month is the contract-drafting standard. Paxton AI at ~$49/user/month is the aggressive value pick with a full-stack feature set. The three general-purpose assistants โ€” ChatGPT Plus, Claude Pro, and Perplexity Pro โ€” all sit at $20/user/month and belong as complements, not primary tools, in a serious practice.

Here are the eight platforms we rank as the best Casetext alternatives. Each pick has a use case, a current per-seat starting price, and a quick take on what makes it stand out. We split the list โ€” the first five are specialist AI legal research and drafting tools; the last three are general-purpose assistants that earn a place in a modern legal stack.

1. Harvey AI โ€” best for BigLaw and enterprise firms

Harvey AI is the pick for AmLaw 100 firms and large in-house legal departments that need a firm-wide AI platform. Founded by Winston Weinberg and Gabe Pereyra in 2022, Harvey raised at a $3 billion valuation in mid-2024 and counts Allen & Overy, PwC, O'Melveny, and dozens of AmLaw 100 firms among its customers. Harvey ships a custom-trained legal LLM, workflow automation, secure firm-data grounding, and jurisdiction-aware drafting. Pricing is enterprise; credible reports put it near $100/user/month at scale. See our tools/harvey-ai profile.

Harvey beats Casetext-era CoCounsel on firm-scale workflow โ€” matter-scoped assistants, precedent libraries, and role-based access controls purpose-built for BigLaw. It also beats it on partnerships โ€” Harvey works alongside Lexis+ AI as a citation grounding layer at several firms. Where Harvey loses: it is not for solos or five-lawyer firms; the sales cycle and price floor rule out small practices. For any firm above ~50 lawyers, Harvey is the serious enterprise pick.

2. Spellbook โ€” best AI contract drafting in Microsoft Word

Spellbook is the pick if your day is contracts, not case law. Built by Rally and led by Scott Stevenson, Spellbook is a Microsoft Word add-in that drafts, reviews, and redlines contracts in place โ€” no separate portal, no copy-paste. It ships clause suggestions, playbook enforcement, benchmarking against a corpus of tens of millions of contracts, and issue-spotting tuned for transactional practice. Spellbook pricing starts at ~$89/user/month for the Associate plan.

Spellbook beats Casetext for anyone doing transactional work โ€” contracts are Spellbook's entire product, not a side feature. It also beats Harvey on time-to-value โ€” an associate is productive in day one because the tool lives inside Word. Where Spellbook loses: it does not do case law research, and citation-heavy litigation is not its lane. For contract-heavy corporate, in-house, and small-firm transactional practices, Spellbook is the pick.

3. Lexis+ AI โ€” best case law and AI research combo

Lexis+ AI is the pick if you already rely on LexisNexis for case law and want AI drafting, summarization, and Q&A stitched into the same surface. Launched in mid-2023 and expanded through 2024, Lexis+ AI ships conversational search over Lexis's full case law and secondary sources, inline citation of authoritative Lexis documents, brief drafting, and document upload with in-context AI. Lexis+ AI pricing starts around $125/user/month for firm plans.

Lexis+ AI beats Casetext on jurisdictional breadth โ€” LexisNexis's underlying corpus covers every US state, federal circuit, and dozens of international jurisdictions in depth. It also beats it on secondary sources โ€” Matthew Bender treatises are inside the same AI layer. Where Lexis+ AI loses to Westlaw Precision on shepardizing history and to Harvey on firm workflow. For firms already on Lexis, upgrading to Lexis+ AI is the near-frictionless swap.

4. Westlaw Precision AI (with CoCounsel) โ€” best trusted citations at scale

Westlaw Precision AI is where Casetext actually lives in 2026. After Thomson Reuters bought Casetext for $650M in August 2023, CoCounsel was folded into Westlaw as the AI layer on top of the KeyCite citator and Westlaw's case law corpus. Westlaw Precision AI ships Q&A over Westlaw's full library, cite-check with KeyCite validation, brief drafting, memo generation, and matter-scoped workspaces. Westlaw Precision pricing starts around $130/user/month for small-firm plans.

Westlaw Precision AI beats every pick on citation trust โ€” KeyCite is the gold standard for whether a case is still good law, and it now runs under the AI layer automatically. It also beats Casetext on continuity โ€” this is the direct product line inherited from CoCounsel, with the same core team. Where it loses: it is expensive, and firms not already on Westlaw pay for the underlying platform on top of the AI. For firms already on Westlaw, Precision AI is the near-mandatory upgrade.

Paxton AI is the pick for solos and small firms who want a full-stack AI legal platform without an enterprise contract. Founded in 2023 by Tanguy Chau and Michael Ulin, Paxton ships case law search across all US state and federal jurisdictions, citation-grounded answers, contract review, drafting, and document Q&A. It has become a favorite in solo and small-firm communities on Reddit's r/Lawyertalk and legal-tech blogs. Paxton AI pricing starts around $49/user/month for Professional.

Paxton beats every other specialist pick on price-to-capability โ€” you get case law, cite-checking, and drafting for less than half of Casetext-era CoCounsel. It also beats Harvey on availability โ€” anyone with a credit card can start today. Where Paxton loses: it is newer, so the depth of firm-workflow features and integrations does not yet match Harvey or Westlaw. For solos and firms under ~15 lawyers, Paxton is the value pick.

6. ChatGPT โ€” best generalist brainstorming and drafting

ChatGPT with ChatGPT Plus at $20/month remains the default general-purpose assistant, and used correctly it earns a slot in a legal stack. With custom GPTs, Projects, and file upload, lawyers use ChatGPT for outline drafts, deposition prep questions, plain-English client emails, and first-pass memos โ€” never for cite-checked case law. The Mata v. Avianca sanctions taught the profession where ChatGPT stops. See our tools/chatgpt profile and best-tools-like-chatgpt for narrower picks.

ChatGPT beats every specialist on cost and speed for anything that is not filed. It also beats them on ecosystem โ€” plugins, custom GPTs, and API access unlock automation the specialists do not offer. Where ChatGPT loses is the exact thing that matters most in law: verifiable citations. It will invent cases with high confidence. For brainstorming, drafting, and language work โ€” never for citation-critical output โ€” ChatGPT is the pick.

7. Claude โ€” best for long-document analysis

Claude from Anthropic at $20/month for Claude Pro is the pick when the day is reading a 400-page contract, a deposition transcript, or a merger data-room folder. Claude's 200K-token context window and steady long-form reasoning make it the general-purpose model most trusted by legal teams for document review. Anthropic's Constitutional AI approach also tends to refuse rather than fabricate on legal edge cases โ€” a plus for risk-averse work. See our tools/claude profile and best-tools-like-claude for narrower picks.

Claude beats ChatGPT on long-document analysis โ€” the context window means you can drop the entire contract or transcript in one paste. It also beats Perplexity on nuance โ€” Claude's writing quality and structured summarization are best-in-class among the general models. Where Claude loses: no case law citation grounding, no legal integrations. For heavy document work at $20/user/month, Claude is the pick alongside a specialist for filed work.

Perplexity Pro at $20/user/month is the pick for cited answers on the open web โ€” regulations, statutes on state legislature sites, agency guidance, SEC filings, news, and secondary sources like SSRN papers. Perplexity ships inline citations to real URLs, image and PDF answers, and Pro Search that plans multi-step research. It is the general-purpose closest to the "ask a question, get a cited answer" feel Casetext popularized โ€” for public information. See our tools/perplexity-ai profile.

Perplexity beats ChatGPT on citations for anything on the public web โ€” every claim links to a source. It also beats Claude on live-web freshness. Where Perplexity loses: it does not index Westlaw or Lexis, so paywalled case law is out of scope. For regulatory, statutory, and public-source research at $20/user/month, Perplexity is the pick.

Capability matrix โ€” what each tool ships

Use this matrix to filter by capability before pricing. The capabilities below are the ones Casetext users most often want to match on a replacement.

Feature Matrix โ€” Tools Like Casetext Capability matrix comparing case law search, citation validation, contract review, brief drafting, jurisdiction breadth, and integrations across the top eight tools like Casetext. Feature Matrix โ€” Tools Like Casetext Green dot = supported, gray dot = limited, beta, or missing. Case lawCite checkContractsDraftingJurisdictionsIntegrationsHarvey AISpellbookLexis+ AIWestlaw Precision AIPaxton AIChatGPT (Legal)ClaudePerplexity Pro Source: Vendor docs, Q1 2026. Confirm on the live product before relying on any tool for filed work โ€” hallucinations remain a real risk.
Capability matrix for the top tools like Casetext.

A few things this matrix hides. "Case law" means the tool indexes and searches a real case law corpus โ€” not the open web. "Cite check" means it validates citations against a citator like KeyCite or Shepard's, not just retrieval. "Contracts" means dedicated contract review, drafting, and clause libraries. "Drafting" means brief, memo, or clause generation grounded in supplied context. "Jurisdictions" means depth of US state and federal coverage, plus international where relevant. "Integrations" means firm-system connectors โ€” iManage, NetDocuments, Word, Outlook, CLM systems. Pick on the capability that actually breaks your workflow, not the longest checkmark row.

Decision tree โ€” pick in 60 seconds

If the matrix did not narrow it down, follow the tree.

Which Tool Like Casetext Fits Your Practice? Decision tree mapping BigLaw versus solo practice versus in-house versus general research to the best Casetext alternative in 2026. Pick Your Casetext Alternative in 60 Seconds Start at the top. Follow the arrows. Land on a pick. What is your practice? BigLaw / enterprisePICKHarvey AIFirm-scale workflowsContract-heavyPICKSpellbookWord-native draftingSolo / small firmPICKPaxton AIAffordable + full-stackAd-hoc / researchPICKPerplexity + ClaudeCited web + long docs Tip: If you loved CoCounsel's brief drafting, Harvey AI (BigLaw) or Paxton AI (solo) is the near-drop-in replacement in 2026.
Decision tree to pick the right tool like Casetext.

The shortest version: Harvey AI is the pick for BigLaw and enterprise legal departments. Spellbook is the pick for contract-heavy transactional practices. Paxton AI is the pick for solos and small firms who want a full-stack platform for less. Lexis+ AI or Westlaw Precision AI is the pick for firms already on those platforms. Claude, ChatGPT, and Perplexity Pro round out the stack for document analysis, brainstorming, and public-web research at $20/user/month each.

Side-by-side โ€” at a glance

Tool Best for Starter price Case law Cite check Contracts
Harvey AI BigLaw & enterprise ~$100/mo Yes Yes Yes
Spellbook Contract drafting in Word $89/mo No Limited Yes
Lexis+ AI Case law + AI (Lexis) ~$125/mo Yes Yes Yes
Westlaw Precision AI Trusted citations at scale ~$130/mo Yes Yes Yes
Paxton AI Value full-stack legal AI $49/mo Yes Yes Yes
ChatGPT Generalist brainstorming $20/mo No No Limited
Claude Long-document analysis $20/mo No No Limited
Perplexity Pro Cited web research $20/mo Limited Limited No

Use this table as the final filter once you have a shortlist of two.

How to migrate off Casetext in 2026

Leaving Casetext โ€” or upgrading from the legacy standalone product to a Casetext successor โ€” is mostly about picking the right primary tool for your practice and doing the data and habit work to move over. The eight steps below cover a real switch end-to-end.

  1. Confirm your CoCounsel status. Casetext's legacy CoCounsel is being wound into Thomson Reuters CoCounsel inside Westlaw. Check with your Thomson Reuters rep whether your firm's contract has moved, is scheduled to move, or has a legacy Casetext SKU still active โ€” then plan the transition on that timeline.
  2. Export your saved research. Casetext lets you export saved searches, folders, and briefs. Do a full export while access is guaranteed. Save the archive somewhere durable โ€” iManage, NetDocuments, or a firm-wide Google Drive or SharePoint folder.
  3. Split your usage by mode. Look at the last 90 days of Casetext use and label each session: case law research, brief drafting, contract review, memo generation, or Q&A. Most firms over-index on one or two modes โ€” that mode picks the primary replacement.
  4. Pick one primary tool, not four. The temptation is to buy Harvey + Spellbook + Westlaw Precision + Paxton on day one. Do not. Pick the primary tool for your dominant use case, run it for 60 days, then layer a second only when a real gap appears.
  5. Trial with one practice group, not the firm. Pilot the replacement with three to five power users of Casetext for 60 days. They will find the sharp edges โ€” clause library quirks, jurisdictional gaps, integration issues โ€” long before a firm-wide rollout would.
  6. Rebuild playbooks and prompts. Casetext's CoCounsel had a stable set of "skills" โ€” memo, deposition prep, contract review, timeline. Rebuild each as a prompt or workflow in your new tool. Store them in a shared library so associates cannot silently reinvent them.
  7. Rewire citation and cite-check habits. Any answer that ends up in a filing must run through KeyCite or Shepard's. Write a one-pager, pin it in Slack or Teams, and put it in the associate onboarding.
  8. Monitor adoption and hallucination incidents. Track weekly active users, sessions per lawyer, and โ€” critically โ€” any citation error that reaches a partner or client. One Mata v. Avianca moment in your firm is one too many. Run a 60-day review.

Most firms leaving standalone Casetext in 2026 land on Westlaw Precision AI or Lexis+ AI as the primary research seat, Harvey AI or Paxton AI as the workflow layer, Spellbook for transactional work, and Claude or ChatGPT as the $20/seat general-purpose assistant for everything not going into a filing. That combination rebuilds everything Casetext did โ€” plus the specialization the standalone product did not.

Frequently asked questions

The questions below come up the most when Casetext users compare replacements in 2026. Each answer is short enough to act on.

Final verdict

There is no single best tool like Casetext in 2026 โ€” there is the best tool for what Casetext meant to your practice. For BigLaw and enterprise, Harvey AI at ~$100/user/month โ€” $3B valuation, AmLaw 100 customers, and firm-scale workflow. For contract-heavy transactional work, Spellbook at ~$89/user/month โ€” Word-native and fast. For firms already on Lexis, Lexis+ AI at ~$125/user/month. For firms already on Westlaw, Westlaw Precision AI at ~$130/user/month โ€” the direct heir to CoCounsel. For solos and small firms, Paxton AI at $49/user/month โ€” the value pick. For long-document work, Claude at $20/user/month. For brainstorming and drafting, ChatGPT at $20/user/month. For cited public-web research, Perplexity Pro at $20/user/month.

The honest answer for most firms leaving Casetext is one specialist (Westlaw Precision AI, Lexis+ AI, Harvey, or Paxton) plus one $20 general-purpose assistant (Claude or ChatGPT) โ€” the two together rebuild everything Casetext did, plus the drafting and analysis workflows the standalone product barely touched. Layer a third only for a real use case: Spellbook for contracts, Perplexity for regulatory research. For wider context, see our tools/casetext live profile, the comparisons hub, and the blog archive for more legal-tech deep dives.

Frequently Asked Questions

Is Casetext still available in 2026?

Technically yes, but the future is [Thomson Reuters CoCounsel](https://www.thomsonreuters.com/en/artificial-intelligence/cocounsel.html) inside [Westlaw Precision AI](https://legal.thomsonreuters.com/en/products/westlaw-precision). [Thomson Reuters acquired Casetext for $650M in August 2023](https://www.thomsonreuters.com/en/press-releases/2023/august/thomson-reuters-completes-acquisition-of-casetext.html) and has been consolidating the product line ever since. Legacy Casetext SKUs may still be active, but new pricing, features, and integrations flow through Westlaw. See our [tools/casetext](/tools/casetext) live status page for the full timeline.

What is the best alternative to Casetext in 2026?

It depends on your practice. For BigLaw, [Harvey AI](https://www.harvey.ai/) at ~$100/user/month is the enterprise standard. For contract work, [Spellbook](https://www.spellbook.legal/) at ~$89/user/month is best-in-class inside [Microsoft Word](https://www.microsoft.com/en-us/microsoft-365/word). For solos and small firms, [Paxton AI](https://www.paxton.ai/) at $49/user/month is the value pick. For firms already on Lexis or Westlaw, [Lexis+ AI](https://www.lexisnexis.com/en-us/products/lexis-plus-ai.page) or [Westlaw Precision AI](https://legal.thomsonreuters.com/en/products/westlaw-precision) is the frictionless upgrade. Most firms pair one specialist with a $20/month general-purpose assistant like [Claude](https://claude.ai/) or [ChatGPT](https://openai.com/chatgpt).

What happened to CoCounsel after Thomson Reuters bought Casetext?

CoCounsel is now the AI layer inside [Thomson Reuters CoCounsel](https://www.thomsonreuters.com/en/artificial-intelligence/cocounsel.html) and [Westlaw Precision AI](https://legal.thomsonreuters.com/en/products/westlaw-precision). [Thomson Reuters closed the $650M Casetext acquisition in August 2023](https://www.thomsonreuters.com/en/press-releases/2023/august/thomson-reuters-completes-acquisition-of-casetext.html), retained the core CoCounsel team, and folded the AI skills โ€” memo, deposition prep, contract review, timeline โ€” into the Westlaw platform grounded in [KeyCite](https://legal.thomsonreuters.com/en/products/keycite). Standalone CoCounsel functionality still exists, but new investment and roadmap live inside Westlaw.

Is there a free alternative to Casetext?

There is no free equivalent of Casetext's specialist case law + AI product. The closest free-tier tools are [Google Scholar](https://scholar.google.com/) for case law (free, no AI), [ChatGPT free tier](https://chat.openai.com/) for general drafting (no legal citations, hallucination risk), and [CourtListener](https://www.courtlistener.com/) for public federal case law. For paid-but-affordable specialist AI, [Paxton AI](https://www.paxton.ai/) at $49/user/month is the entry point. Never rely on free general-purpose AI for citation-critical filings โ€” see [Mata v. Avianca](https://www.reuters.com/legal/transactional/us-judge-sanctions-lawyers-brief-written-by-ai-chatgpt-2023-06-22/) for the cautionary tale.

Which Casetext alternative is best for solo lawyers?

[Paxton AI](https://www.paxton.ai/) at $49/user/month is the near-universal answer for US-based solos and firms under ~15 lawyers. Paxton covers case law search across all US state and federal jurisdictions, cite-checking, contract review, drafting, and document Q&A on a single credit-card-friendly plan. For contract-heavy solos, [Spellbook](https://www.spellbook.legal/) at $89/user/month is the alternative. For solos who need trusted [KeyCite](https://legal.thomsonreuters.com/en/products/keycite) validation, staying on Westlaw and adding [Westlaw Precision AI](https://legal.thomsonreuters.com/en/products/westlaw-precision) is worth the higher spend.

Can I use ChatGPT or Claude for legal research instead of Casetext?

For citation-critical work, no. General-purpose assistants like [ChatGPT](https://openai.com/chatgpt) and [Claude](https://claude.ai/) do not index [Westlaw](https://legal.thomsonreuters.com/en/products/westlaw) or [Lexis](https://www.lexisnexis.com/) and will confidently invent cases โ€” the exact failure mode that produced the [Mata v. Avianca sanctions](https://www.reuters.com/legal/transactional/us-judge-sanctions-lawyers-brief-written-by-ai-chatgpt-2023-06-22/). Use them for brainstorming, outlining, drafting non-filed content, long-document analysis (Claude's 200K context excels here), and plain-English client comms. Pair them with a specialist tool like [Paxton AI](https://www.paxton.ai/) or [Westlaw Precision AI](https://legal.thomsonreuters.com/en/products/westlaw-precision) for anything cited.

How do Harvey AI and Casetext-era CoCounsel compare?

[Harvey AI](https://www.harvey.ai/) and CoCounsel targeted overlapping problems but different customers. CoCounsel started with a broad market โ€” solos through BigLaw โ€” and specialized in packaged "skills" like memo and deposition prep. Harvey went enterprise-first, custom-training on firm data and building matter-scoped workflow for AmLaw 100 firms. Since [Thomson Reuters acquired Casetext in August 2023](https://www.thomsonreuters.com/en/press-releases/2023/august/thomson-reuters-completes-acquisition-of-casetext.html), CoCounsel lives inside Westlaw for firms on that platform, while Harvey continues to grow independently at a [reported $3B valuation](https://www.reuters.com/technology/artificial-intelligence/legal-ai-startup-harvey-valued-3-billion-latest-funding-round-2024-07-23/) โ€” the two are increasingly complementary, not identical.

How do I avoid AI hallucinations when replacing Casetext?

Three rules. First, any citation that enters a filing must be verified through [KeyCite](https://legal.thomsonreuters.com/en/products/keycite) or [Shepard's](https://www.lexisnexis.com/en-us/products/shepards-citations-service.page) โ€” no exceptions. Second, prefer tools that ground answers in a specific corpus with inline links: [Westlaw Precision AI](https://legal.thomsonreuters.com/en/products/westlaw-precision), [Lexis+ AI](https://www.lexisnexis.com/en-us/products/lexis-plus-ai.page), [Paxton AI](https://www.paxton.ai/), or [Perplexity Pro](https://www.perplexity.ai/) for public sources. Third, keep general-purpose assistants like [ChatGPT](https://openai.com/chatgpt) and [Claude](https://claude.ai/) out of the citation loop entirely โ€” use them for language, structure, and analysis of documents you supply. [Mata v. Avianca](https://www.reuters.com/legal/transactional/us-judge-sanctions-lawyers-brief-written-by-ai-chatgpt-2023-06-22/) is the profession's warning shot.

Related

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