AI-assisted eligibility
Caseworker copilots that summarize cases, flag missing documents and explain every determination in plain language.
- Explainable decisions
- Document intake and classification
- AI assists, caseworkers decide
PATHWIN Enterprise & Public SectorAI-driven engineering
Modernizing mission-critical public welfare and scaled digital systems.
We engineer resilient, AI-driven digital infrastructure: modernizing state health and human services programs, delivering enterprise software end to end, consulting growing Amazon FBA brands and building assistive software for neurodivergent families.
PATHWIN division matrix4 divisions
- 01 · Public Sector & HHSIntegrated eligibility & enrollment
- 02 · IT Consulting & QAAgile delivery, cloud engineering & testing
- 03 · Retail & Amazon FBASP-API automation & Buy Box defense
- 04 · Assistive NeuroTechAAC speech boards & visual schedules
Accessibility and security by designView standards →
AI-driven by design
AI in every division. People accountable for every decision.
We build machine learning and generative AI into the work itself, from reading legacy code to forecasting FBA demand, so teams move faster while humans stay in control.
AI-accelerated delivery
AI that maps legacy code, extracts business rules and generates test cases, so modernization starts with a clear picture.
- Legacy code and rules extraction
- AI-generated test coverage
- Faster, reviewed pull requests
Predictive FBA intelligence
Demand forecasting, restock recommendations and anomaly detection that spots fee errors and unclaimed reimbursements.
- Demand and restock forecasting
- Fee and reimbursement anomaly alerts
- Ad bid optimization
Adaptive learning & voice
Talking boards that suggest the next word, lessons that adjust to each child’s pace, and natural-sounding voices.
- Next-word prediction
- Adaptive difficulty
- On-device where possible
Human in the loopAI recommends; qualified people approve.
ExplainableEvery AI output can be traced and justified.
Secure & privateData stays governed, with no training on client data without consent.
Capabilities & specializations
Four disciplines. One high-impact engineering foundation.
PATHWIN connects public sector social infrastructure, enterprise software engineering, scalable commercial trade and assistive special-needs technology. Each one applies the same AI-driven foundation to a different mission. Pick a division to see how we work.
01 · Division
Public Sector & Health and Human Services
Transforming decades-old benefit systems into resilient, citizen-centered digital platforms: real-time eligibility, caseworker efficiency tools and seamless coexistence with state mainframes.
For · State HHS departments, workforce agencies and child welfare
Core capabilities
- Integrated Eligibility & Enrollment (IE&E)
- Medicaid & CHIP modernization
- SNAP & TANF benefit calculation
- CCWIS and DWS unemployment systems
02 · Division
Enterprise IT Consulting & Software Engineering
End-to-end digital engineering for enterprises and institutions: disciplined delivery (SAFe, PMP, Scrum) with modern cloud architecture, human-centered design and automated QA.
For · Private enterprises, healthcare networks and supply chain leaders
Core capabilities
- Agile project & program management
- Human-centered UX and design systems
- Cloud-native full-stack engineering
- Automated testing, CI/CD and DevSecOps
03 · Division
Retail Trade & Amazon FBA Seller Consulting
Advice drawn from our own retail operations. We help FBA sellers with SP-API integrations, Buy Box retention, catalog health, advertising efficiency and FBA fulfillment.
For · Growing FBA sellers, private-label brands and multi-channel retailers
Core capabilities
- Selling Partner API (SP-API) automation
- Buy Box defense and dynamic repricing
- ACoS & TACoS advertising optimization
- FBA forecasting and Brand Registry protection
04 · Division
Assistive Tech & Neurodivergent Children
Purpose-built apps designed with speech pathologists, occupational therapists and parents: calm visual schedules, AAC talking boards and engaging skill-building games.
For · Families, special education districts and speech-language pathologists
Core capabilities
- AAC speech boards with natural voice
- Visual first-then schedules and timers
- Sensory-calm learning games
- Caregiver and therapist collaboration
How we deliver
A modernization lifecycle built to avoid big-bang cutovers.
The same five phases guide every engagement, from a state eligibility system to an enterprise platform.
Products & engagements
Engineering resilience across government, families and commerce.
Annona Eligibility Cloud
- Challenge
- Legacy eligibility systems bury policy in code, can’t explain denials and make audits painful.
- Solution
- A policy-as-code rules engine with citizen, caseworker and auditor portals, a tamper-evident decision ledger, and AI that assists but never decides.
Amazon seller turnaround
- Challenge
- A small kids’ brand with good products and flat sales: suppressed listings, costly ads and fragile account health.
- Solution
- We cleared compliance flags, rebuilt top listings, restructured ads around profitable search terms and set up restock rules the owner runs alone.
OmniBridge
- Challenge
- Families juggle separate apps for schedules, learning and communication, and none of them talk to each other.
- Solution
- One iPad-first app that brings daily routines, game-based learning and a talking board that speaks for the child into a single calm screen.
Start a dialogue
Planning a modernization, a new platform or a marketplace turnaround?
A senior practice lead, not a sales rep, reviews every request.