Building PATHFINDER
One Module at a Time
An AI-powered operating layer that plugs into your vision — delivering working software fast, proving value with each piece, and growing into your full platform.
A Complete Reentry
Operating System
We've reviewed your full platform proposal. You're building two connected products that together transform how reentry works:
PATHFINDER — A free empowerment toolkit for returning citizens: jobs, skills, mental health, resources.
COMPASS — A paid compliance platform for agencies: caseload management, monitoring, reporting.
The vision is strong. The question is how to get there.
No integrated solution exists today. You're first to market.
Ship One Module.
Prove It. Repeat.
Platforms this ambitious fail when teams try to build everything at once. Compliance requirements, user research, and investor timelines all pull in different directions.
We propose a different path: five focused modules, each delivered as a standalone product that works on its own — and connects when the full platform comes together.
Each module gives you:
- Something to show investors
- Something to test with real users
- Something that works today, not someday
- Lower risk — validate before investing further
- Faster to market — working software in weeks
- Investor-ready — demos beat slide decks
- Real user feedback shapes the next module
- No compliance burden until you need it
- You're not buying five projects — you're building a system
- Each module adds capability to the whole
- AI judgment improves as user data grows
- Your LightForge grows with your platform
Five Modules. Five Working Products.
Each module stands alone. Together, they form the PATHFINDER + COMPASS platform.
AI Resume Builder
+ Interview Agent
A conversational AI conducts a guided interview, drawing out work experience, skills, and aspirations — then generates professional resumes optimized for real job applications.
Why start here:
- Highest immediate user value — tangible output on day one
- Zero compliance burden — no CJIS, no agency data
- Investor demo gold — live AI interaction is compelling
- Pilot-ready with any nonprofit partner
- Guided conversational interview (voice or text)
- Prison work → professional competency translation
- 3–5 resume versions per session
- ATS keyword optimization
- Job board API integration
- Interview prep coaching mode
- React Native mobile app (iOS + Android)
- LLM-powered interview engine
- Resume template system with PDF export
- Accessible UI for limited tech familiarity
An AI-Powered Layer
That Grows With You
ForgeWorks builds AI-powered operating layers that plug into your existing tools and workflows — automating the work that falls between systems, and building new capability when no off-the-shelf product fits.
You're not buying five projects. You're building a system that compounds. Each module adds capability. AI judgment improves as user data grows. Your platform becomes more valuable with every interaction.
Our process starts with deep discovery:
- Discovery — stakeholder interviews, workflow mapping
- Design — you see mockups before signing
- Build — 30-day delivery cycles
- Grow — each module strengthens the whole
The Resume Builder module isn't a chatbot wrapper. It's built on our five-plane architecture: AI judgment, deterministic execution, persistent memory, human governance, and clean integration.
- AI features built for reliability and cost control
- Human-in-the-loop where judgment matters
- Real testing with real users, not demo-ware
Your proposal correctly flags that users may have cognitive limitations, physical disabilities, or limited tech familiarity. We design for this from the start — not as an afterthought.
4 Sessions. No Contract Required. Then 30 Days to Working Software.
- Define the problem & urgency
- Target user personas
- Success metrics & pilot goals
- Map the interview-to-resume flow
- Identify AI vs. human touchpoints
- Document accessibility needs
- Live walkthrough of real needs
- Surface hidden barriers
- Tech comfort & language level
- Present synthesis & mockups
- Define scope boundaries
- Validate understanding
to work with you on pricing details
Let's Start With Module 1
A single discovery session will let us scope the AI Resume Builder precisely — timeline, investment, and deliverables. No obligation.