Your Fractional Chief Legal AI Officer

You have the stack. We deploy the connectors.

A consultancy for in-house legal teams. We help you make your stack work together with AI.

Talk to us See our approach

The gap

You've bought the stack. We deploy what it doesn't cover.

Your stack already covers

CLM › contract lifecycle & repository
Spellbook / DraftWise › redlines inbound contracts
Brightflag › outside counsel spend
Harvey / Legora / GC AI › research questions
OneTrust / DataGrail › privacy workflow

What still sucks your team's time

Intake. Contracts, privacy, subpoenas.
Cross-system reporting your CLM can't produce.
Daily regulatory awareness.
Board meeting prep.
AI tooling and vendor review.

AbundanceAI is the fractional executive who helps you fill that gap. We deploy custom Skills and AI agents for the workflows your existing stack doesn't handle, coach your team on Claude, and act as your trusted advisor on every AI decision in front of you (including what to buy and what to avoid).

Getting the technology right is only one part of navigating the transition to an AI-enabled legal team. We help your team realize the full potential of AI.

Example use cases

What the work looks like in practice.

Contract intake in Slack

Sales posts in #legal-help. Our agent classifies the request, threads an intake form, routes to the right person, and creates a ticket.

Daily regulatory tracker

A 5-item digest in Slack every weekday morning, tailored to your products and footprint. Replaces 30 minutes of every GC's morning at 1/10th the cost of Bloomberg Law.

Weekly legal ops digest

Live cross-system dashboard the GC can open on Monday morning. Pulls from CLM, matter tracker, spend system, and intake queues. Built for the weekly exec team meeting.

Who it's for

In-house teams that have invested in a real stack.

In-house legal teams at late-stage private, venture-backed, PE-owned, and innovative public companies. Teams of about 5 to 50 lawyers, most of whom have already invested in a legal-tech stack. We help you make that stack work together with AI.

About

Tyler Finn, Principal.

I've spent my whole career working for and with General Counsels and CLOs at fast-growing tech companies. I led privacy, compliance, and policy at Factual and Foursquare. Founded a boutique privacy consultancy. Helped build the L-Suite from the ground up. Led community at SpotDraft and helped grow their US and European business.

50+ conversations with GCs and their teams informed the AbundanceAI consulting model. I believe the most valuable task in front of legal teams right now is not buying another tool. It's implementing AI into your daily routines and workflows. I'm an expert on AI use cases for legal and will help you deploy AI in ways that actually drive ROI.

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