Notes on legal work, and how it is changing
Guides, product thinking, and the occasional strong opinion, from the team building the platform for legal work.
Context is everything in the age of legal AI
An answer is only as good as the context behind it - and that is as true of AI as it is of a lawyer in a hallway. On why the future of legal AI is engineered context, not better prompting.
ProductBuild a review playbook from contracts you have already signed
Your review standards already exist inside your executed agreements. Here is how PONS turns them into a playbook the whole team applies, the same way, every time.
PerspectiveWhy legal AI has to show its work
On legal work, an answer you cannot open and check is a liability. Here is why verification, not trust, is the whole design principle behind PONS.
Use caseGDPR gap analysis in hours, not weeks
Reviewing data processing agreements against GDPR used to be a two-week job for outside counsel. Here is how an in-house team can run it in an afternoon - every verdict sourced.
ProductMatter intelligence: from a folder of files to a structured matter
Drop a folder of files into PONS and get back a structured matter - parties, dates, facts, a questionnaire, and a task list. Here is what happens in between.
EngineeringGrounding is enforced, not requested: inside the PONS verification layers
An unverified citation is worse than none. Here is how PONS enforces grounding mechanically - a citation filter, verbatim-span contracts, and a weighted evaluation gate - instead of asking a model nicely.
EngineeringGrounding, not guessing: the retrieval stack behind every PONS answer
Parametric memory cannot cite, cannot date itself, and blends jurisdictions. Here is the actual machinery PONS runs instead - hybrid search, query classification, authority-weighted ranking, and token-budgeted context assembly.
AnnouncementsAutomatic Playbook Creation & Contract Reviews
PONS now generates contract review playbooks from your existing agreements, then runs incoming contracts against them in minutes. Here is how it works and what it changes for legal teams.
AnnouncementsRolling out PONS v2.0
Simplifying the PONS platform to move faster and stay competitive in legal tech.
AnnouncementsWe are rolling out in Germany: See you at Next Level Law!
We're happy to announce that PONS is launching in the German market, and we're kicking things off at the German Legal Tech Summit in Hannover on December 4, 2025.
AnnouncementsPONS Insight Agents: Practical Tools for Disputes
PONS Insight Agents are now available in gated previews
ResearchLarge Language Models and Context Engineering: Advancing Alternative Dispute Resolution
Alternative dispute resolution (ADR) includes methods like mediation, arbitration, and negotiation, providing efficient alternatives to traditional court proceedings. As of July 2025, the rise of artificial intelligence - especially large language models (LLMs) and the practice of context engineering - is transforming these processes.
AnnouncementsPONS at LegalTechTalk 2025
Leading AI Innovation in Dispute Resolution.
AnnouncementsPONS Joins Google for Startups
A Partnership That Powers Smarter, Faster Legal Workflows.
CustomersCriminal Case Analysis & Drafting
How a Criminal Lawyer in Marbella, Spain Automated Case Workflows with PONS
AnnouncementsPONS Achieves Enterprise-Grade Security Certifications
Proud to announce that our platform has successfully completed audits for ISO27001, SOC2, and GDPR compliance
AnnouncementsPONS Joins NVIDIA Inception
PONS has joined NVIDIA Inception, a program that nurtures start-ups revolutionizing industries with technological advancements.
ResearchThe Future of Law
Artificial Intelligence is changing the way legal matters are handled. Learn how PONS positions itself in this transformation.
AnnouncementsPartnership with Microsoft
Announcing Our Exciting Partnership with Microsoft through Microsoft Founders Hub