Legal-specific · Contract review and CLM · Medium confidence

ThoughtRiver (Lexible)

ThoughtRiver Limited · ThoughtRiver SaaS under the public Terms, DPA and Privacy (ThoughtRiver Limited). Professional vs Enterprise (SSO, dedicated CS). Clause 11.3 Licensed Data / ML-training licence is on by default — negotiate off. Azure UK.

UK contract-review platform for in-house teams: playbook risk spotting, auto-redline and Word add-in, using a proprietary model (Lexible) hosted in Azure UK.

Opens a private software assessment of ThoughtRiver (Lexible) for one task, with this profile’s questions to hand.

Contract review and redliningClause libraries and playbooksDocument summarisationKnowledge search
Published facts
DeploymentSaaS
Hosting regionsUnited Kingdom
Australian regionNo
Model providersLexible (proprietary LLM), unspecified additional models
AssuranceISO/IEC 27001
Training on customer contentYes
Retention summaryPrivacy: retain only as long as necessary; numbered periods via DPO. DPA: on termination delete or return Personal Data unless backed up or law requires retention. Terms: destroy Customer Data on exit unless the customer pays for return; Licensed Data under clause 11.3 survives. Free-trial uploads permanently deleted if the customer terminates during the trial.
IntegrationsMicrosoft 365 (Word, Outlook, Teams), iManage, HighQ, Power BI, Open API
Pricing summaryProfessional from USD 20,000/year (under 50 contracts/month); Enterprise from USD 35,000/year (over 50). Both list unlimited users, private database instance, Word add-in and Lexible Assistant. SSO, dedicated CS and professional services are Enterprise-only. The same page also shows USD 6/14/49 monthly Starter/Pro cards with generic project-management features that do not match the legal product — treat those as unusable template copy. 28-day free trial. Terms: GBP unless the Order says otherwise.
Legal content coverageCustomer contracts plus ThoughtRiver out-of-the-box playbooks/concepts. No licensed Australian primary-law citator described.
Australian presenceUnknown — HQ Cambridge, UK (ThoughtRiver Limited, company 10007469; ICO ZA221094). Azure hosting listed as UK. No Australian region or named AU customer found. FAQ logos include Shoosmiths, Foley & Lardner and Foster + Partners among others.

Product and intended use

Define the configuration, people, information and tasks being assessed.

Plan, contracting entity and modules

Public claim only

ThoughtRiver Limited (England and Wales 10007469; Cambridge Research Park). Public Terms plus DPA and Privacy. Products: Lexible review, playbooks, Lexible Assistant auto-redline, Word add-in. Professional vs Enterprise on the pricing page. 28-day free trial. Terms links for AUP, Back-up Policy and Privacy and Security Policy did not resolve to separate URLs in the scrape.

Ask: Confirm the Order is ThoughtRiver Limited, which SKU (Professional/Enterprise) and modules (Assistant, Word, SSO, iManage) are in scope, and that the public Terms are the contract.

Deployment model

Public claim only

SaaS at <region>.thoughtriver.review. Security: data in Azure data centres in a single specified region; DPA names Microsoft Azure / UK for infrastructure including uploaded contracts. Professional and Enterprise both advertise a private database instance. No on-premises option found.

Ask: Confirm our tenancy is Azure UK (or name the region), whether the private database instance is a dedicated Azure subscription, and whether any other region is available.

Product features in scope

Public claim only

Upload via email, drag-and-drop or Word add-in; playbook risk flags; auto-redline (Lexible Assistant); collaboration in Word/Outlook/Teams; custom AI playbooks. Home: 5,250+ pre-trained concepts; platform page: 4,150+ lawyer-built concepts. FAQ: proprietary LLM plus multiple AI models; generative editing that mimics drafting style.

Ask: Which of Assistant, custom playbooks, Word add-in and generative editing are on our Order, and which concept-count figure applies?

Adoption and implementation

Record the practical work needed to introduce and maintain the software.

Licence, term and price

Public claim only

Professional from USD 20,000/year; Enterprise from USD 35,000/year. Terms: Fees in GBP unless the Order says otherwise; auto-renew unless 45 days' written notice; ThoughtRiver may update Fees before renewal. Same pricing page also shows USD 6/14/49 monthly Starter/Pro cards with generic project-management features — do not treat those as ThoughtRiver SKUs.

Ask: Quote our user/volume band in AUD or GBP, confirm Professional vs Enterprise, renewal notice, and that the USD 6/14/49 cards are not the contract.

Word, DMS and identity integration

Public claim only

Microsoft 365 (Word/Outlook/Teams), iManage, HighQ, Power BI, Open API. SSO is listed on Enterprise and marked absent on Professional. Security page: Auth0 for SSO/MFA (email only). DPA: Okta, Inc (EU) as authentication gateway. Those identity products conflict.

Ask: Demonstrate Word and iManage on our plan, and say whether SSO is Auth0 or Okta and whether it is included on Professional.

Support channels and hours

Public claim only

Security: 24x7 security operations centre. Enterprise: dedicated customer success and professional services; Professional does not list those. Terms: SLA as notified from time to time; sole remedy for support breach is best endeavours to restore availability. No AEST coverage hours. Support tickets may go to Zoho Desk (EU) per the DPA, including personal data in uploaded contracts.

Ask: Provide the SLA (severity, response in AEST) for our SKU, and confirm whether support tickets containing contracts go to Zoho.

Quality and human effort

Compare complete work at the required quality, including checking and correction.

Measured quality and hallucination evidence

Public claim only

Accuracy page: F1 score; training examples verified by an in-house legal team; millions of hand-labelled concepts. Home testimonial: one supply-agreement review in under 3 minutes at >90% accuracy vs lawyers 4 hours at 86% — unnamed customer, not an independent benchmark. Terms 8.1.3: mistakes will occur; no warranty or liability for them. No Vals/Stanford study found.

Ask: Share current F1/precision-recall by clause type on our contract set, and known failure modes for generative redlines.

Task fit for Australian legal work

Public claim only

Fit is in-house playbook review and auto-redline of commercial contracts. Hosting is Azure UK, not Australia. Clause 11.3 licensed-data use is a governance bar for privileged AU matter files unless contracted off. Not a licensed Australian research product.

Ask: Can clause 11.3 and DPA 'ML training' be deleted for our tenancy, and is the product intended for law-firm client-matter work or only in-house?

Data, controls and requirements

Compare the actual configuration with firm, client and jurisdiction requirements, supported by evidence.

Who is controller, and client-matter authority

Public claim only

Privacy: ThoughtRiver is controller of customer/prospect data and processor of data processed through the service for a customer. DPA: Customer is controller; ThoughtRiver is processor. Terms 10.1: Customer owns Customer Data. Licence allows use as an integrated component of managed services to the Customer's legal-services clients.

Ask: Confirm the DPA is incorporated, we remain controller of uploaded contracts, and managed-services use is allowed if we are a law firm.

Foundation-model provider

Public claim only

FAQ/pricing: proprietary LLM branded Lexible; also 'combining multiple AI models' without naming them. Abbyy Vantage (EU) converts PDFs/scans to DOCX and may see personal data in uploaded contracts. No OpenAI/Anthropic/Google name on the pages read. Customer cannot pick the model.

Ask: Name every model that will see our contracts (Lexible and any third-party LLM), their regions, and whether Abbyy OCR is in or out.

Subprocessors and subprocessors list

Not confirmed

DPA table: Azure (UK, including uploaded contracts); Twilio/SendGrid (US, name/email for password reset); Okta (EU, login/MFA); Abbyy Vantage (EU, contract contents for OCR); Zoho Desk (EU, support, may include contract data). Security page: 'We do not use external processors for your data.' Those statements cannot both be true for Abbyy/Zoho. No 30-day objection process was found.

Ask: Reconcile 'no external processors' with the DPA table, confirm Auth0 vs Okta, and give 30-day objection plus a current dated list.

Training and secondary use of customer content

Public claim only

Terms 11.3: Customer is deemed to grant an irrevocable, perpetual, worldwide, royalty-free licence over Licensed Data (Training Data and anonymised contract text, excluding customer risk policies) for ThoughtRiver and all customers for platform usage, review, analysis and benchmarking. DPA annex: processing includes ML training and feature enhancement. FAQ: patented anonymisation before any model. Exit (15.4.3) is subject to 11.3 — Licensed Data is not destroyed with Customer Data.

Ask: Delete or narrow clause 11.3 and the DPA ML-training purpose so our contracts (even anonymised) are not used to train shared models or for cross-customer benchmarking.

Feedback and evaluation use

Public claim only

ThoughtRiver Processing Data is statistical, textual correlative and activity-based data used to improve intuition, accuracy and sophistication of the Platform, and is excluded from Customer Data. Labelled Training Data may be labelled by ThoughtRiver and/or the Customer; IP in it sits with ThoughtRiver. Terms 16.7: ThoughtRiver may refer to the Customer's usage on its website and in marketing.

Ask: Can Processing Data, labelling by ThoughtRiver staff, and public customer-name rights be contracted off for our account?

Retention of prompts, documents and logs

Public claim only

Privacy: retain only as long as necessary; ask DPO@thoughtriver.com for periods. No public day-count for contracts, prompts or backups. Back-Up Policy is referenced but was not a separate readable URL. Licensed Data under 11.3 is perpetual.

Ask: State retention for contracts, redlines, prompts, Processing Data, Abbyy/Zoho copies and backups, and confirm Licensed Data is not retained if we strike 11.3.

Deletion and certified erasure

Public claim only

Trial: if the customer terminates during the free trial, uploaded Customer Data is permanently deleted at trial end. Paid: on expiry ThoughtRiver shall destroy Customer Data unless the customer pays for return; 11.3 rights survive. DPA: delete or return Personal Data unless backed up or law requires retention — backups are an explicit carve-out. No certificate-of-deletion clause.

Ask: What is the maximum time to delete including backups and Abbyy/Zoho copies, and will you issue a deletion certificate that includes Licensed Data if 11.3 is off?

Vendor staff access to matter data

Public claim only

DPA: authorised persons committed to confidentiality; processing includes customer support. Zoho Desk may receive personal data in uploaded contracts. Professional Services are a dedicated legal-content and workflow team configuring the Platform. Cambridge HQ. No ticket-only/MFA staff-access description.

Ask: Is staff access MFA-gated, ticketed and logged, which countries' staff can see contracts, and can Zoho support access be limited to metadata?

Encryption in transit and at rest

Public claim only

Security: encrypted at rest with a unique key per account; TLS 1.2 in transit (internet and internal); WAF. Algorithm (e.g. AES-256) not named. Not in the Terms body.

Ask: Confirm TLS 1.2+ in production, at-rest algorithm, key custody in Azure UK, and whether customer-managed keys are available on Enterprise.

Contract, DPA, liability and indemnity

Public claim only

Public Terms: as-is; no warranty that output is accurate (8.1.3); liability cap = Fees during the Order Term (£1,000 in trial), excluding profits/data loss; IP indemnity for copyright in the Platform only. England and Wales. DPA is short (no 72-hour number; ML training in scope). Order Form prevails on conflict. Variation requires signed writing (16.2) but several policies are 'as amended from time to time'.

Ask: Negotiate: strike 11.3, raise the cap, add an accuracy/IP indemnity for AI output, 72-hour breach notice, and freeze policies except on 30 days' notice.

Cross-border transfers and residency

Public claim only

Azure UK for contracts. DPA allows transfer/storage outside the EEA with safeguards. SendGrid/Twilio US for name/email on password reset (EU SCCs and UK Addendum). Abbyy and Zoho in the EU. Okta listed as EU. Security 'single specified region' vs these extra-UK processors. No Australian region. Privacy Act 1988 is not named in the DPA's Data Protection Law list.

Ask: Map every flow of contract text (Azure region, Abbyy, Zoho, any LLM) and add APP 8 wording if we proceed from Australia.

Breach notification

Public claim only

DPA §3: notify without undue delay of a Personal Data Breach affecting the Customer's data; cooperate on mitigation at the Customer's reasonable cost. No 72-hour number. Security: coordinated incident management; 24x7 SOC. Unsuccessful-attempt carve-out is not defined.

Ask: Write a 72-hour (or faster) customer-notice SLA, including the notification email, and confirm it covers contract-content incidents not only GDPR Personal Data.

Unilateral term and product changes

Public claim only

Terms 16.2: variation of the Agreement needs signed writing. AUP, Back-up Policy, DPA, Privacy and Security Policy and SLA are each 'as amended from time to time'. Fees may be updated before renewal. No 30-day subprocessor-objection right.

Ask: Will material AI-provider, hosting-region, 11.3 or liability changes require 30 days' written notice and a right to terminate without penalty?

Export, termination and lock-in

Public claim only

Access ends immediately. ThoughtRiver destroys Customer Data unless the customer gives written notice to return a copy and pays reasonable expenses. 11.3 Licensed Data is carved out of destruction. Open API may help export during the Term. No format or day-count for return. Auto-renew unless 45 days' notice.

Ask: On termination, in what formats and within how many days can we export contracts, playbooks and redlines, at what cost, and is Licensed Data excluded from that export/destruction?

PMS, DMS and agent connectors

Public claim only

iManage, HighQ, Microsoft 365, Power BI, Open API. Email ingest. No MCP/ChatGPT connector found. Lexible Assistant applies playbook redlines inside the product.

Ask: Which connectors are on our Order, and can Assistant send a redlined draft to a counterparty without a further click?

Open-web search and browsing

Not confirmed

No page in this pass described Lexible browsing the open web. Review is of uploaded contracts against playbooks/concepts.

Ask: Does any generative feature send matter text to an open-web search index, and can that be disabled?

What the tool may do without a click

Public claim only

Auto-redline and playbook application are the main automated actions. Terms 9.1: customer is solely responsible for results and for decisions taken (automated or not). No MCP described.

Ask: Which Assistant actions require in-product confirmation before a markup is treated as the firm's position or sent onward?

Required lawyer review before client use

Public claim only

Terms 8.1.3 and 9.1: predictive technology will make mistakes; customer assumes sole responsibility for results and decisions; no warranty that output meets requirements. No clause requiring a lawyer to approve redlines before counterparty send.

Ask: Contract that Lexible/Assistant output is not legal advice and must be lawyer-reviewed before a counterparty or client receives a mark-up.

Sources

Official pages reviewed for this profile, last reviewed 2026-09-21.

Related tasks

Related tools

Add this product to your toolset for a particular task, or use it with a practice-area checklist. Add to your toolset Practice areas Best AI contract review and clm tools Australia