RISEI Lab Innovation Portfolio AI Training · Nexellence · ARCHIE Lab · Evaluation Four innovation tracks Northwestern University RISEI Lab Innovation Portfolio AI Training · Nexellence · ARCHIE Lab · Evaluation Four innovation tracks Northwestern University
Innovation Portfolio

Four innovation tracks. One mission.

We build what's needed to make evaluation faster, training more useful, and opportunity reachable for the next generation. Innovation at RISEI runs on four parallel tracks — AI training for workforce partners, Nexellence Institute for youth researchers, ARCHIE Lab microgrants, and methodology innovation inside our own evaluation practice.

04
Active innovation tracks — training, youth research, microgrants, and evaluation methodology.
6+
AI tools in production
2
Nexellence summer cities
14–24
ARCHIE youth age range
$1K–$10K
ARCHIE microgrants
APF
Evaluation framework
§ 01  ·  FOUR PILLARS

How we innovate — from the curriculum to the code.

Four tracks, each with its own delivery model, audience, and deliverables. Everything is in production.

Innovation isn't a side project. It's how we make evaluation faster, cheaper, and more useful — and how we build the training, tools, and programs the work actually needs.
— RISEI innovation principle
Pillar 01 · AI Training in Deployment

AI training, written for case managers — not engineers.

Our AI training curriculum is built for the people who actually use the tools: agency staff, VR counselors, family-facing case managers, program officers. We translate AI capabilities into the workflow — intake, plan development, reporting — without jargon or hype.

The first full deployment was with Virginia DARS. The same curriculum pattern now adapts for other federal and state partners, and for graduate students and early-career researchers through RISEI workshops.

VR case managers Agency staff Grad researchers Program officers
Request training for your team →
§ 02  ·  NEXELLENCE INSTITUTE

Bringing youth into real research.

Summer programs at Northwestern and Beijing for motivated middle- and high-school students. Curiosity, creativity, and hands-on research that builds confidence and real-world skills.

Mission video

Our mission — inspiring the next generation of researchers

The why behind Nexellence. How we bring middle- and high-school students into research through curiosity, creativity, and hands-on learning.

ResearchCORE 2025

Summer program in action

High-schoolers running their own research projects during the ResearchCORE summer intensive, summer 2025.

Summer 2026

Two cities. One institute.

Nexellence runs two parallel summer sessions each year — one at Northwestern in Evanston, one in Beijing. Same research-first curriculum, different cultural contexts, shared alumni network.

Northwestern
Evanston, IL
Beijing
Summer 2026

Programs: ResearchCORE · PathQuest · Summit

Apply · nexellence.org →
§ 03  ·  ARCHIE & EVALUATION TOOLS

The rest of the innovation stack.

Youth-led microgrants on one side, AI-powered evaluation tools on the other — both in active production.

Pillar 03 · 501(c)(3)

ARCHIE Lab

Youth-focused research microgrants that fund original projects led by young people themselves. Applications welcome from ages 14 to 24, with mentorship and a youth advisory board to support the work from question to deliverable.

14–24
Age range
$1K–$10K
Grant range
Youth-led
Every project

Because the next generation of researchers doesn't need to wait for their PhD to do real work.

Learn & apply →
Pillar 04 · In-house

Six AI tools in production.

Custom-built to accelerate RISEI's own evaluation work — and adaptable for partner grants. Every tool ships with research-in-the-loop safeguards.

AI.01Admin-data linkage assistant
AI.02Open-response NLP coder
AI.03Fidelity dashboard engine
AI.04Proposal literature assistant
AI.05Compliance & reporting workflows
AI.06Adaptive Precision Framework

The Adaptive Precision Framework is the lab's signature methodology contribution — continuous recalibration of policy under evolving AI measurement. Companion to NBER WP #35110.

Read the APF brief
§ 04  ·  FOUNDATIONS

The papers behind the innovation.

Our innovation track rests on published methodology work. These are the foundational references.

Put our innovation on your grant

Scoping a grant where training, youth engagement, or AI tools should ship with the evaluation?

If your upcoming IES, NSF, DOL, or SEED proposal needs AI training for partner staff, a youth-research complement, or custom AI tooling — we'd like to be on the team. Bring us in at the proposal stage.

Start a partnership
Partnership inquiries
ARCHIE Lab