ReEntraRequest a demo
For reentry programs, nonprofits, organizations, and agencies

Better reentry outcomes for the people you serve. More capacity for your team.

ReEntra gives every participant in your program personalized guidance, 24/7, from meeting immediate needs to finding work or continuing their education.

Your staff spend less time on repeat questions and more on the relationships that matter, with data-driven insights into who needs help and what’s working, so your organization can achieve its mission.

Better outcomesLess administrationData you can act on
Why ReEntra

Reentry is complicated. ReEntra makes it manageable.

The problem

Returning home means navigating services, applications, and requirements that can vary from one community to another. Information sits in silos, so participants are left to connect the pieces themselves, and your staff end up answering the same questions again and again. Finding information is only the beginning. Knowing what to do next is the harder part.

The solution

ReEntra uses AI to extend your program’s reach, bringing the right resources to the right person at the right time. Participants get clear options and manageable next steps, 24/7, based on where they live and what they need. Coaches see who needs help and why, so they can step in sooner. Administrators get one shared view of progress across the program, without adding to staff workload.

So much to navigate.Today, each person works through these alone.
Legal SupportMental HealthRecoveryEmploymentEducationTechnologyHousingTransportationHealth & BenefitsFinancesRelationshipsProbation & Parole
  • Resources live in different places, each with its own process
  • Requirements and processes can be difficult to access and understand
  • Staff answer the same questions again and again
  • No shared view of progress
  • AI tools are scattered and often introduced without training, so there’s no way to know participants are getting accurate, safe guidance
  • Many people are still building comfort with technology, and support for learning it is uneven
One place to start.Support for the everyday steps of life after incarceration, 24/7.
Jason
How do I get my driver’s license back?
GuideAITransportationYou’ll go through the Tennessee Department of Safety for reinstatement.
Driver’s license reinstatementTN Dept. of Safety
View steps
Jason
Got turned down for another job today because of my record. Not sure why I keep trying.
GuideAIEmploymentSupportI’m sorry, Jason. That’s discouraging, and it makes sense to feel that way. This isn’t an emergency, but I’ve let Coach Jordan know so they can check in with you.Coach Jordan notified· Not urgent
The Guide responds with care. People step in when it matters most.
How it works

ReEntra connects your participants to real outcomes, one step at a time.

We pair your program’s resources with an AI guide to support each participant’s transition home. Your team stays in the loop, and built-in analytics show what’s working and where people need more support.

9:41
Jason’s pathTuesday, Nov 3Let’s get you settled and stable. You’ll focus on learning and workforce preparations.
Day 246 of 14 steps done
Working on
Get a state IDDue Fri, Nov 6
Computer basicsCourse
Up next
Build a résuméAbout 30 minutes
Start your job searchWith your GuideAI
The human touch

Personalized guidance. Human connection. Stronger together.

ReEntra helps participants navigate barriers, explore opportunities, and turn their goals into clear next steps. Its guidance understands each person’s circumstances and communicates with empathy, but it isn’t a person, and it’s never left to work on its own. Coaches and staff bring personal relationships, lived experience, and hands-on support. Together, they help people move forward—with a connection to human help when more support is needed.

Participants, coaches, program admins, and the AI Guide overlapping, with ReEntra at the centerParticipantsCoachesGuide (AI)AdminsReEntra
Features

Built for connection.

Pathway to a new career

Every step from coming home to a lasting career in one plan: tasks, deadlines, and milestones, with calendar integration to keep it all on track.

Humanistic support

Guidance that is contextual - understands each person’s situation, speaks their language, and responds with care, built around them and their goals.

Connectivity

Connects people with employers, education programs, and support services, bringing opportunities and the people who can help within reach.

Access to real people

When someone needs a real conversation, the guide connects them with their coach or another member of their team.

Staff portal with data-driven insights

A clear view of the people staff support: needs, goals, progress, next steps, and escalations, all in one place.

Improved communication

Helps people practice asking questions, advocating for themselves, using AI and responding with confidence at work, in class, and everyday situations.

Support that works their way.

Everyone communicates, learns, and processes information differently. ReEntra adapts to each person’s preferences, language, and comfort with technology, so they get support in a way that makes sense to them and no one is left behind. Along the way, participants learn how to use AI with confidence, asking good questions, checking answers, and putting it to work, skills they’ll carry into their jobs and everyday life.

Make it yours

Each person chooses their language and preferred voice, adjusts text size, and picks more visuals or more written detail.

Speak or listen

Participants can ask questions out loud in their own words, or have responses read aloud.

Guidance that adapts

ReEntra learns each person’s preferences and adjusts how it presents information, from simple step-by-step explanations to more detail. Preferences can be changed anytime.

Stay on track

Personalized to-do lists, reminders, and milestones help each person keep track of appointments, deadlines, and next steps toward their goals.

For your team

Built to lighten staff workload, not add to it.

ReEntra fits how your program already works. The Guide handles the everyday, and your team steps in with the context to help right away. And as staff use it, your whole organization builds practical, responsible AI skills, with a shared approach instead of everyone figuring it out on their own.

For organizations

More support for people. More room for your team.

For reentry programs, education partners, and community organizations, ReEntra is being designed to support the work you already do and make it easier for people to put guidance into action.

Keep everyday guidance within reach

Help people find answers and understand next steps between conversations with staff, so more of them reach real milestones, like a job, a driver’s license, a degree, or a stable home.

Make human follow-up easier

ReEntra handles routine questions and follow-up, and connects people to the right person when something needs more attention. Staff spend less time on admin and more on the relationships that change outcomes.

Build AI skills along the way

Participants and staff learn to use AI confidently and responsibly just by using ReEntra, skills that carry into work and everyday life.

Focus on your hardest problems

ReEntra is designed to solve the hardest problems your organization faces, and can be customized to focus where you need it most. Work with the Inkwell team to tailor it to your resources, program requirements, and the support you provide, and connect it to tools you already use, like Slack and Salesforce.

Turn data into better support

Usage and progress data can help staff understand common needs, see where people get stuck, and learn which resources people use. Within agreed consent and access settings, these insights can inform follow-up, strengthen programming, and guide improvements over time.

Learn what makes a difference

Begin with a pilot to test usefulness, learn from participants and staff, and lay the groundwork for rigorous evaluation.

Privacy and trust

Built with privacy at its core.

ReEntra is designed to protect participants’ information and be clear about how it’s used.

Only what’s neededWe collect only the information needed to support each participant through ReEntra.
Consent firstParticipants know what’s collected and agree to it up front.
Role-based accessProgram staff see only what their role requires.
Clear boundariesThe AI Guide works within guardrails your program sets, and participants are told clearly when something they share may go to their team.
About us

Built from experience. Shaped by the people it serves.

Inkwell Technology StudiosWe build the technology.

Founded by Oliver Luckett and Rob Maigret, Inkwell Technology Studios designs and builds AI products for organizations doing hard, human work. Our mission is to put powerful, responsible technology in the hands of the programs and people who need it most, and to build it with them, not just for them.

That’s why, in every field we work in, we partner with the best of the best: leaders who have spent their careers inside the systems we want to improve, and people who know the work firsthand. For ReEntra, that means reentry experts, educators, and people who have lived the journey home.

ReEntra Leadership TeamGuiding a broader team of engineers, designers, researchers, and advisors with lived experience.
Dr. Julie Doochin
Dr. Julie DoochinLead, ReEntra
Sydney Russakov
Sydney RussakovPrincipal Product Manager
Taravat Germchi
Taravat GermchiSenior Technical PM
Martin Piria
Martin PiriaHead of AI
Request a demo

Do you support justice-involved individuals?

Tell us about your program, and we'll show you how ReEntra can help your participants reach real outcomes.