Telon is an AI-native services company. We embed lawyers and engineers directly into client teams to design, build and run AI-powered workflows, moving legal and operational work from manual process to intelligent automation. Our clients range from fast-growing businesses to general enterprises, and the work is delivered from hubs in the UK, US, South Africa and Argentina.
The role
Your core job is reading definitive agreements and judging what an AI model has made of them. On transfer and financing work, you go straight to the provisions that carry the risk and decide whether the model has read each one correctly: right, partially right or wrong, and why.
You are a qualified lawyer who knows what matters in a deal document and can hold a model to that standard across hundreds of agreements. You own the interpretation. You escalate the genuinely novel tax or regulatory questions and nothing else.
The first engagement is focussed on project finance and renewable energy, validating AI extraction across a large set of term sheets and definitive agreements.
The role grows from there into configuring and tuning the review itself, and into Telon's wider legal engineering work on legal AI and contract platforms.
What you will do
Read definitive agreements for the provisions that carry the risk in a transfer or financing: conditions precedent, indemnities and caps, survival, audit and information rights, change of control and termination triggers.
Decide whether the model's answer on each provision is right, partially right or wrong, and record why, so that every call is auditable.
Hold the line between interpretation and genuine novelty. You resolve the everyday judgment calls yourself and escalate only the new tax or regulatory questions.
Run exception review on the clauses the model flags as low confidence.
Configure and validate AI-assisted review-table extraction across large volumes of commercial agreements, and build and tune the clause-level pl
📌 Legal AI Engineer (Argentina)
🏢 Telon
📍 Argentina
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