Breaking: Recidiviz named Fast Company Most Innovative 2026 ~19 state prison systems on the platform - red and blue Over 40,000 people released with its help AI Case Planning Assistant saves ~1 hour per assessment North Dakota cut prison population ~25% during COVID-19 Founded 2019 as a volunteer project at Google Open source - human-in-the-loop - nonprofit
Company Profile / Civic Tech

The boldest justice reform looks like clean data.

Recidiviz turns the tangled data trapped inside prison, parole and probation systems into tools that help people go home sooner.

Recidiviz logo and brand mark

THE MARK. Recidiviz - a name that borrows from "recidivism," the exact outcome the company is built to shrink. A nonprofit that ships software.

~19
State systems
40,000+
People released
2019
Founded
~1 hr
Saved / assessment
The Scene / Right Now

A case manager opens a laptop. The system finally makes sense.

Somewhere in a corrections office - Idaho, maybe Missouri, maybe Arizona - a case manager sits down to a screen that would have been impossible a few years ago. The numbers that used to live in a dozen incompatible databases now sit in one place. Who's eligible for release. Who's due for a check-in. Which returning citizen still needs housing lined up before Friday.

That quiet screen is the whole point of Recidiviz. Not a protest. Not a policy paper. A working tool. The San Francisco nonprofit built its reputation on an unglamorous premise: you cannot fix what you cannot see, and America's justice systems had made themselves nearly impossible to see. Data sat in silos that didn't talk to each other. Agencies couldn't answer basic questions about their own populations. Reform stalled at the same wall every time - "we don't have the data."

Recidiviz set out to remove that excuse. Its platform ingests information from fragmented corrections, parole and probation systems, links it, standardizes it, and hands it back as dashboards, alerts and analyses that staff actually use. The result is less a piece of software than a pair of glasses for an entire bureaucracy.

"We stitch together data from fragmented systems to give decision-makers the information they need to improve outcomes."

- Recidiviz, on its approach

Remove the excuse, and you find out who actually wanted to change.

During COVID-19, North Dakota - Recidiviz's first partner state - reduced its prison population by roughly 25%. Not with a new law. With better information about who could safely go home.

How It Works / The Plumbing

From messy silos to a decision, in four moves.

01

Ingest

Pull data from disconnected corrections, parole and probation systems.

02

Standardize

Link and clean it into one consistent, open-source model.

03

Surface

Flag people eligible for release, reduced supervision or programs.

04

Act

Staff review, keep the human in the loop, and make the call.

What You Can Do With It / Products

Four tools, one mission.

PLATFORM

Recidiviz Platform

An open-source data platform that ingests, links and standardizes justice data and exposes it as usable dashboards and analyses for government agencies.

AI

Case Planning Assistant

Combines state policy, case data and vetted community resources with large language models - and human oversight - to draft personalized reentry plans for treatment, housing and jobs.

WORKFLOWS

Opportunity Surfacing

Automatically identifies people eligible for early release or reduced supervision, so staff can act on policy in real time instead of by hand.

PUBLIC

Data Dashboards

Public-facing dashboards that increase transparency into how state systems function - including outcome trends and racial disparities.

The AI Bet / Human In The Loop

Everyone talks about AI in prisons. Most of it is fear.

Recidiviz took a different path. Its Case Planning Assistant drafts a reentry plan - the case manager always makes the final call. The tool clears the desk so human judgment has room to happen.

Early results: about an hour saved per initial assessment, and roughly 20 minutes per reassessment. That's time redirected from paperwork back to people. In March 2026, Fast Company named Recidiviz one of its Most Innovative Companies for exactly this work.

Time saved per case, with the Assistant

Reported averages - approximate
Initial assessment~60 min
Reassessment~20 min
Human final decisionAlways
The Builders / Founders

Empathy, engineering, and a personal stake.

Co-founder / CEO

Clementine Jacoby

A Stanford symbolic-systems grad who worked at Opower and Google - and once taught acrobatics to gang members in Brazil. A family member's time in the system made the mission personal. TIME100 Next, Forbes 30 Under 30, TED Fellow.

Co-founder / CTO

Joshua Essex

Previously a principal engineer at Opower. Helped turn an after-hours volunteer idea at Google into an open-source platform now used by corrections agencies across the political spectrum.

"The tools are built to keep the human in the loop - the case manager always makes the final call."

- Recidiviz, on its AI approach
The Arc / Timeline

Side project to standard-bearer.

2019
Spun out of a volunteer project at Google; joins Y Combinator's Summer 2019 batch as a nonprofit.
2020
North Dakota, its first partner, cuts prison population ~25% during COVID-19.
2021
Wave of philanthropic support, including a MacKenzie Scott grant; expands to more states.
2024-09
Iowa Department of Corrections partners to improve outcomes and public safety.
2025
Announces Data-Driven Corrections Awards; Arizona pilots the AI Case Planning Assistant.
2026-03
Named to Fast Company's Most Innovative Companies of 2026 (Not-for-Profit).
Backers / How It's Funded

Nonprofit money, product-company output.

Recidiviz runs on philanthropic grants plus contracts with state agencies - not profit. Its reported backers read like a who's-who that rarely shares a table: the Ford Foundation, the Schusterman Family Foundation, MacKenzie Scott, DRK Foundation, Blue Meridian Partners, and individual supporters including Jim Breyer, Vinod Khosla, Bill Ackman and Ashton Kutcher.

The old nonprofit model raises money to run campaigns. The Recidiviz model raises money to build tools people use every day. Guess which one moves the numbers.

Fun Facts / The Margins
  • The name is a play on "recidivism" - the outcome it exists to reduce.
  • It began as after-hours volunteer work inside Google.
  • The platform is open source, publicly inspectable on GitHub.
  • Its software runs in both deep-red and deep-blue states - a rare bipartisan foothold.
  • The founder's interest in justice traces partly to teaching acrobatics in Brazil.

Back to that quiet screen.

The case manager closes the laptop. A plan is set - housing, treatment, a check-in date - and one more person has a real shot at not coming back. No new statute passed today. Just information, finally legible, put in the hands of the person closest to the decision. That is the unshowy revolution Recidiviz is running: fix the plumbing, and the rest gets a lot cheaper.

Spread the word

// share this profile

Watch: search "Recidiviz" or "Clementine Jacoby TED" on YouTube for talks and product demos.