AI-native product studio

We build software,
then we run it.

SoftStackers is a studio building a portfolio of AI-native products. Software we design, ship, and operate ourselves. Different markets, one operating engine: small senior teams, AI at the core, built to last on our own infrastructure.

3
products live
AI-native
from day one
Agents · RAG
in production
2019
founded
§ 01Portfolio· what we've built
01Consumer safety · AI

HaloSilver

Catches scams before they cost someone you love.

Runs quietly on a parent's or loved one's computer, reads what's on screen for scam signals with AI, and sends the family a calm heads-up: romance grooming, gift-card pressure, fake tech-support, remote-access. You see the alert, never their screen.

ALL CLEARhalosilver.app
The light is on.
Mom is safe.
Romance groomingwatching
Gift-card pressurewatching
Fake tech-supportwatching
02Consumer · Creative AI

SonicStacker

Custom AI songs for the moments that matter.

Tell it the story (the dog's name, the inside joke) and it writes and produces an original song in about ninety seconds. Birthdays, weddings, memorials, just because. Every track original, never trained on protected works.

NOW PLAYING~90s · sonicstacker.com
“Happy Birthday, Annie” · indie-folk
BirthdayWeddingMemorialJust for fun
03B2B · Healthcare ops

PolicyChanges

AI policy-change monitoring for billing teams.

Sweeps every payer (UnitedHealthcare, Aetna, CMS, BCBS and more) every 24 hours, then uses AI to surface each change with its impact level, affected billing codes, effective dates, and the exact action a practice needs to take. Before it hits revenue.

DAILY SWEEPpolicychanges.app
UnitedHealthcare
PA change · 83701
HIGH
CMS / Medicare
LCD update · G0463
MED
Aetna
webinar notice
LOW
BCBS Texas
policy review · 10/1
MED
§ 02How we operate· the connective tissue
01

AI-native, not AI-added

Every product starts with the model at the center: agents, retrieval, and tuned models doing real work. Not a chat box bolted onto old software.

02

We operate what we ship

We don't hand off and walk away. We run our products in production on our own AWS infrastructure, and keep improving them for years.

03

Small, senior, fast

No layers, no handoffs. The people who design a product are the people who build and run it. That's how a whole portfolio comes from one small team.

§ 03AI engineering· what we actually do with models

The AI work behind the products.

We are not consultants writing about AI. Every capability below is running in production in something you can go use today.

01

Agentic systems

Multi-step agents that plan, call tools, and recover when a step fails. Guardrails, retries, and human handoff where the stakes are real.

SHIPPED IN · PolicyChanges
02

Retrieval (RAG)

Hybrid search, deliberate chunking, reranking, and grounded answers with citations. Tuned against real user queries, not a demo corpus.

SHIPPED IN · PolicyChanges
03

Model tuning

Fine-tuning and preference tuning on domain data. Distillation to bring latency and cost down far enough to ship to consumers.

SHIPPED IN · SonicStacker
04

Evals and observability

Golden datasets, offline eval suites, and regression gates before release. Every production model call traced and reviewable.

SHIPPED IN · Every product
05

Workflow automation

AI that removes whole steps from an operation rather than sitting beside it. Measured by work eliminated, not messages sent.

SHIPPED IN · PolicyChanges
06

Vision and audio

On-screen understanding, generative audio, and realtime pipelines that hold up outside a notebook.

SHIPPED IN · HaloSilver · SonicStacker
§ 04 · COMPANY

A product company with years of shipping behind it.

SoftStackers has built and operated production software since 2019. Founded by Ben Rodrigue, we spent years shipping and running systems for other companies. That engineering depth now goes into a portfolio of our own AI-native products.

We also take on a small number of applied-AI engagements each year for select partners, and remain an AWS Select Tier Partner. Talk to us →

Founded2019
FocusApplied AI products
Products live3 (and counting)
ModelBuild · ship · operate
§ 05 · CAREERS

Builders who want to own the whole thing.

We're a small senior team shipping real products to real users. If you want range (design, build, and operate AI-native software end to end) we're always talking to exceptional people.

get_in_touch →
▸ let's_talk

Using a product, hiring us, or looking to invest?

Product support lives on each product's own site. For partnerships, press, careers, or investment, reach the studio directly.

contact@softstackers.com