Prepared for the Electric Power Research Institute · Confidential
PureBrain for EPRI

Turn the world's most rigorous energy research into knowledge that moves as fast as the industry does.

EPRI produces the technical baseline the entire electricity industry trusts. PureBrain lets you monetize that research many times over, make membership instantly usable by every role, and keep members current at industry speed, without ever risking the rigor that is your whole brand.

From: Melanie Salvador & Danielle Allen PureBrain · Naked Nuclear More revenue · More members · Faster updates
The opportunity

Your rigor is your strength. Today it is also your constraint.

EPRI is the member-funded R&D house for the electricity industry: more than 450 companies across 45 countries pool funding into shared research, and that rigor is the entire brand. Utilities, the NRC, the DOE, and vendors all treat EPRI's work as the technical baseline. The model has three structural frictions, and they are exactly the three things worth fixing.

Friction one

Monetized once

World-class research ships as a dense, specialist report. One report, one format, one buyer type. The value is captured once, narrowly, then sits in the archive.

Friction two

Hard to consume

A smaller co-op, a data-center entrant, or an SMR developer often cannot extract value from a PhD-grade report. The barrier to joining is not relevance, it is digestibility.

Friction three

Slower than the industry

The formal research cycle runs in months. The industry now moves in days: restarts, SMR announcements, NRC rulings, AI-demand deals. Members fall behind between reports.

PureBrain attacks all three at once, and does it without touching the thing EPRI cannot risk: its rigor. The verification and provenance layer means EPRI can move faster and reach more people while every output still traces to an authoritative, SME-approved source. Speed and trust usually trade off. PureBrain is how EPRI gets both.

Three outcomes, one engine

The same agent workforce drives all three goals.

PureBrain runs as a team of named, persistent AI agents with a verification and governance layer and human approval built in. Point it at EPRI's research and three things happen at once.

More revenue

One report becomes a family of role-based, multilingual products EPRI sells many times, to buyers the dense report never reached.

Monetize the rigor many times

More members

Digestibility lowers the barrier to join. An "Ask EPRI" assistant and usage analytics drive retention, referrals, and whole new member categories.

Acquire and retain

Faster updates

A real-time intelligence layer keeps members current at industry speed, every alert grounded in EPRI's research and approved by an EPRI expert before it ships.

Current at industry speed
Goal one

Make more money from research you already own.

The core move: monetize each piece of research many times, in many formats, to many buyers, instead of once. No new research spend. Same rigor, sold more ways.

Five new revenue lines

One report, a family of sellable assets

PureBrain turns a single EPRI report into role-based products and opens buyer segments the dense format never reached. EPRI sells the rigor once and the formats many times.

Role-based premium tiers

One report becomes an executive brief, a board risk brief, a field one-pager, a regulatory view, a training module. Sold as add-ons or higher membership tiers.

New buyer segments

The AI and data-center boom created buyers who want EPRI's knowledge but are not classic utilities: hyperscalers, SMR startups, investors, insurers, new-build developers.

Training as a profit center

The industry needs 750,000+ new power workers by 2030 as experts retire. PureBrain turns EPRI's research into scalable, multilingual courses and certifications. EPRI University becomes a recurring revenue line.

Localization, sold globally

Membership spans 45 countries. Verified multilingual translation lets EPRI sell localized content and training as a premium international-member service.

Real-time intelligence tier

The "EPRI Pulse" layer in Goal three is itself a product: a higher-priced "EPRI Intelligence" subscription for members who need to be current at industry speed. Recurring, high-margin, and sticky.

Goal two

Grow membership by making it usable for everyone.

The number-one reason a prospect does not renew or join is that the research feels too dense to use. When PureBrain makes EPRI knowledge usable by every role, membership becomes valuable to the CFO, the ops lead, the trainer, and the board, not just one engineer.

Acquire and retain

Lower the barrier, raise the value, prove the ROI

More value to more people per member org means an easier sell and a stronger renewal, plus member categories EPRI could not credibly serve before.

Lower consumption barrier

Make the research instantly usable by every role, not just the specialist who reads the full report. The value proposition rises for the whole member organization.

New member categories

Tailor content credibly for data-center operators, SMR developers, investors and lenders, supply-chain vendors, and international operators, each in the form they can act on.

An "Ask EPRI" assistant

Any member queries the full research corpus in plain language and gets a sourced, provenance-linked answer in seconds. This moves EPRI from "reports we file away" to "the tool we use every day."

ROI analytics drive retention

A member portal shows exactly what knowledge each member consumed and the value delivered. Renewal becomes an obvious yes, and under-engaged members get flagged before they churn.

And an inbound engine: PureBrain spins EPRI's back catalog into a steady stream of public thought leadership that showcases EPRI's authority and pulls prospects in. EPRI has the most credible content in the industry. This turns it into a membership funnel.

Goal three

"EPRI Pulse": update members as fast as the industry moves.

This is the highest-impact piece and the one EPRI cannot do today. A continuous intelligence layer closes the gap between "something just happened in nuclear" and "EPRI's members understand what it means for them."

How it works

Monitor, synthesize, draft, approve, deliver

Always-on, grounded in EPRI's corpus, and gated by an EPRI expert before anything ships. EPRI never trades accuracy for speed.

Step 1

Monitor

Continuously watch NRC actions, DOE announcements, restarts and new-builds, SMR developments, significant operating events, and EPRI's own research pipeline.

Step 2

Synthesize

When something material happens, interpret it against EPRI's existing research so the update is grounded in EPRI's authority, not generic news.

Step 3

Generate

Draft the timely brief in the formats members need: a one-line alert, a weekly digest, a "what this means for you" note per role.

Step 4 · Gate

SME approval

An EPRI subject-matter expert approves before anything goes out. Human-in-the-loop and verification keep every fast update at EPRI's rigor standard.

Step 5

Deliver & archive

Members get the update at industry speed, and it lands in a queryable knowledge base they can search anytime.

Why this is transformative: it converts EPRI from a periodic-report publisher into an always-current intelligence partner. Members stop falling behind between reports. And because it is gated by EPRI SMEs and fully sourced, it strengthens the brand instead of risking it.

The "aha"

One EPRI finding. Three roles. Each gets what they can act on.

This is the whole product in a single picture. Take one real EPRI finding and watch PureBrain reshape it for three very different people, every version traceable back to the same authoritative source.

The source finding (one EPRI report)

EPRI protection guidance for grids with high wind and solar. Inverter-based resources do not behave like traditional spinning generators during a fault. They contribute a weaker, different short-circuit current and much weaker negative-sequence current, so legacy protective relays can fail to detect or mis-clear a fault on a line dominated by inverter-based resources. The remedy: re-evaluate and re-coordinate relay settings, and in some cases change relay schemes, on high-inverter circuits.

PureBrain reshapes it, verified against the source  ↓
For the utility executive

A funding decision

High solar and wind on our lines weakens the electrical signal our protection relays rely on to detect faults. On affected circuits a fault could go undetected or clear incorrectly, a reliability and liability exposure. EPRI's guidance: re-coordinate relay settings on high-renewable circuits, with selective scheme upgrades. Recommendation: fund the protection review this cycle.

One paragraph. Risk, cost, decision. No equations.
For the field electrician / lineman

A behavior that keeps them safe

Heads-up on the high-solar feeders flagged on your work order. Protection here is being updated because solar and wind change how the system "sees" a fault. Until your circuit shows updated relay settings confirmed, do not assume the line trips as fast as usual. Treat it as live, follow full grounding and isolation. No relay-update tag on the panel? Call the protection desk first.

Short, hands-on. The one thing that changes the job, framed as safety.
For the safety officer

An enforceable control, cited

New hazard control for high-renewable circuits. Hazard: relays may detect faults more slowly or fail to clear them, because inverter-based resources produce a weaker fault signature. Control: flag affected feeders, require confirmed relay settings before trusting protection timing, enforce de-energize, isolate, ground and verify regardless, add a pre-job relay-tag check. Source: EPRI protection guidance.

Hazard, consequence, controls, citation. Ready for the toolbox talk.

The contrast is the point. The executive gets a funding decision, the lineman gets a behavior that keeps them alive, the safety officer gets an enforceable control with a citation. None of them read 80 pages, and all three trace back to the same authoritative source.

Why EPRI specifically needs PureBrain

Speed and trust. Not a trade-off.

Any AI tool can summarize or translate. The reason EPRI specifically needs PureBrain: EPRI's entire value is that people trust its rigor. A generic AI that misstates one finding would destroy the one asset EPRI cannot replace.

The risk without it

Speed at the cost of trust

A black-box tool that occasionally softens a safety setpoint or invents a number is not faster, it is a liability the moment a regulator or a field crew relies on the output.

The PureBrain way

Speed with provenance

Every simplified version, every translation, every fast alert traces back to an authoritative, SME-approved source. Click any number to the exact line it came from.

EPRI gets to move at industry speed and reach every role and language, while keeping the audit trail and accuracy its reputation depends on. That combination, not the summarizing and not the translating, is the whole pitch. The verification and provenance layer is the moat.

ONE EPRI SOURCE EPRI report authoritative, rigorous PureBrain verify · provenance SME-approved A FAMILY OF OUTPUTS Executive brief Engineer summary Lineman one-pager Multilingual SOP
The plan

Phased, so EPRI sees value fast and trust builds before scale.

We do not boil the ocean. We prove role-based transformation on one flagship program, then expand outward. PureBrain pays for itself many times over through the revenue and retained members it creates.

Phase 1 · Pilot

Prove it on one program

Stand up the verified knowledge base and prove role-based transformation on one flagship program, for example Materials Reliability or long-term operation. Show the multiplied-formats revenue case on real reports.

Phase 2 · Engage

Assistant + analytics

Launch the "Ask EPRI" member assistant and member usage analytics, the retention engine, plus the first new role-based premium products.

Phase 3 · Expand

Pulse + new segments

Launch "EPRI Pulse" real-time intelligence and multilingual offerings, and open new member categories: data-center, SMR, investor.

Phase 4 · Scale

Training + inbound

Scale training and certification as a profit center, and run the thought-leadership inbound engine that turns EPRI's back catalog into a membership funnel.

From PureBrain and Naked Nuclear to EPRI

The most rigorous research in energy, finally moving at industry speed.

EPRI produces the technical baseline the whole industry trusts. PureBrain turns each report into a family of products you can sell many times, makes membership usable for every role, and keeps members current as fast as nuclear moves, with every output traceable to an SME-approved source. The fastest way to see it is one flagship program. Let's pick it together.

Let's talk →
Melanie Salvador & Danielle Allen Melanie Salvador, Deputy CEO, Pure Technology · PureBrain
Danielle Allen, Naked Nuclear