Prepared for Atlantic Music Group · Confidential

You went lean. PureBrain makes lean punch above its weight.

An AI workforce for the modern label. A team of agents that do the operational grind, the A&R signal scouting, the rights and royalty admin, the document and release ops, so a leaner crew can run at major-label scale.

From: Melanie Salvador & Jared Sanborn Pure Technology · PureBrain Operator to operator
The moment

Lean, agile, fiercely creative. The ambition stayed.

The 2024 restructure reshaped Atlantic to move like the indie houses you built from the basement. Around 150 roles came out. A&R Research, A&R Admin, and Marketing Ops got consolidated. The catalog did not shrink. The release calendar did not slow down. The output expectations did not move. That space between a leaner team and the same volume of work is exactly where we live.

The cut

A leaner house

Around 150 roles out in the 2024 reorg, functions consolidated, built to move with indie speed. The structure got lighter on purpose.

The constant

Same volume, same bar

A&R research still has to happen. Rights and royalties still have to reconcile. Releases still have to ship. None of that got smaller.

The opening

The throughput gap

Fewer hands carrying the same load. That gap is not a hiring problem. It is exactly the kind of work an AI agent team backfills.

The proof is upstairs

Warner already proved this works. At the corporate level.

In its most recent quarterly results, Warner Music credited AI with real operating leverage in process automation, forecasting, and reporting, and folded business and market intelligence under a leaner executive structure. This is not an untested idea we are asking you to bet on. It is the playbook your parent company is already running. PureBrain brings that same leverage down to the label floor, where the lean teams actually do the work.

At the top

Already in the numbers

Warner is publicly crediting AI for automation, forecasting, and reporting gains, and consolidating intelligence functions under a tighter structure. The corporate case is made.

On the floor

Where PureBrain lives

The same operating leverage, applied to the day-to-day of running a label: A&R research, rights, documents, releases. The place a leaner team feels the load first.

What PureBrain does for a label

Not a chatbot. An ops team that never sleeps.

PureBrain is a workforce of named, persistent AI agents that hold context and coordinate with each other. They do the recurring operational work that quietly eats a label's hours. Humans stay the closers and the taste.

Priority one

A&R signal & scouting at scale

Think of it as a tireless analyst sitting beside your A&R team. Agents ingest TikTok velocity, Spotify save-to-stream ratios, and playlist adds, then surface ranked, explained leads with the reasoning attached, so nothing slips past while the team is heads-down. The instinct, the taste, the signing call stay entirely human. The agents just make sure your people see everything worth seeing.

Agent: Scouting
Priority two

Catalog, rights & royalty admin

Warner's new generative-AI licensing deals with Suno, Udio, Stability AI, and Klay each carry per-artist opt-in controls over name, image, likeness, and voice. Reconciling that across six labels (Atlantic, 300, Elektra, Fueled By Ramen, Roadrunner, 10K) is exactly what reconciliation agents are built for: they track the splits, honor the opt-ins, and flag every discrepancy. Your team adjudicates the calls that matter.

Agent: Rights
Priority three

Contract & document ops

Artist deals, sync agreements, licensing paperwork: triaged, summarized, and redlined against your standard terms. The pile that buries Legal and Business Affairs gets cleared and surfaced, with the changes that need a human eye flagged up top.

Agent: Documents
Priority four

Release & marketing-ops automation

The new FADER Label partnership and expanded distribution added a growing indie roster to coordinate overnight. Agents orchestrate the release workflow and the distribution and campaign handoffs across all of it, so the checklist work runs itself. You call yourselves the best at the internet, fighting a battle for attention. This frees your people to spend their hours winning it, not managing it.

Agent: Release
SIGNALS IN Streaming & social velocity Contracts & deal docs Catalog, splits & rights Release & campaign tasks PureBrain agent workforce WORK OUT Ranked signings shortlist Clean rights & royalties Ready-to-ship releases
The money, not just the motion

This is a revenue and margin story.

Time saved is the obvious part. The real prize is what that time unlocks: more winners signed earlier, royalties recovered that you are already owed, more shipped without hiring, and a lean structure turned into a margin engine. Every capability above maps to a way the label makes or keeps money.

01

Win more, and win earlier

In music, being a week early on the right signing is the whole game. Agents surface rising signals before competitors and before they get expensive, so you capture more breaks and sign them at better economics. More hits, signed cheaper. More revenue, better deal terms

02

Stop the leak

Labels leave real money on the table in mis-tracked splits, unclaimed usage, and now the new gen-AI royalty streams (Suno, Udio, Stability, Klay) with per-artist opt-in terms across six labels. Reconciliation agents surface what is under-collected and misattributed. This is found money: revenue you are already owed. Recovered royalties

03

Ship more with the same team

More releases and campaigns out the door per quarter, without adding headcount, is straight revenue throughput. And the new FADER distribution business scales as a margin line when agents run the ops, instead of scaling linearly with every new hire. Throughput without headcount

04

Operating leverage equals margin

A lean team plus an AI agent workforce is the textbook definition of margin expansion: more output per dollar of overhead. Warner is already posting strong margin and OIBDA growth while leaning on AI for automation. PureBrain turns your lean reorg from a cost cut into a margin engine. Margin expansion

This is not a cost-savings story. It is a revenue and margin story: sign more winners earlier, recover royalties you are already owed, ship more without hiring, and turn lean into high-margin.

Where we draw the line

PureBrain is the operational and scouting layer. It is not synthetic artists, and it is not AI-generated music.

Your AI stance is clear, and we share it: enhance, do not replace, with artists at the center. We are not in the business of manufacturing tracks or standing in for talent. We are in the business of clearing the back office and surfacing the signal, so your people spend their hours on the music and the relationships. Humans make the music and the taste calls. Agents do the grind.

What PureBrain is

An AI ops and scouting team. Signal at scale, clean rights, cleared paperwork, smoother releases. The unglamorous work, handled, so the humans are freed up for the calls only they can make.

What PureBrain is not

Not a synthetic-artist factory. Not AI-generated music. Not a replacement for A&R judgment or creative taste. The artists, the signings, and the sound stay entirely yours.

Why now

Indie-basement speed. Major-label scale.

You already proved a lean, fiercely creative team can outrun a bigger one. The reorg doubled down on that instinct. An AI workforce is the multiplier the basement never had: it lets a small team carry a major catalog's volume without rehiring back into the weight you just shed. Lean stops being a tradeoff and starts being an advantage.

Lean, agile team + AI agent workforce = Indie speed at major-label scale
Operator to operator

Worth 20 minutes to compare notes?

Not a pitch, and no deck. Just operators comparing notes on where the work piles up faster than the team can clear it. We are not asking you to build internal tooling, we are a platform you can partner with, as a design partner if it earns it. We would value your read on whether this is real or noise. If it lands, we go from there.

Let's find 20 minutes →
Melanie Salvador & Jared Sanborn Pure Technology · PureBrain