Venture & product development
We develop our own venture ideas and build client products across strategy, prototyping, full-stack engineering, launch, and production scale.
Explore venture building
Venture studio + AI operating partner
We build software businesses, put AI to work, and run a publishing company.
SaaS Factory creates technology businesses, helps established companies run on AVOS, and operates the affiliate publisher Preferred Solutions.
Experienced product buildersAI developers + operatorsPublishing operations
Operating model / 03Active
SaaS FactoryBuild
Operate
Publish
Operate
Publish
01 · ThesisVenture ideas
02 · ProductSoftware + AI
03 · OperationsAVOS + people
04 · MarketLive distribution
AI systems supervised by people who own the result
One company. Three capabilities.
We work on the product, the operating system, and the path to market.
We help create the business, improve how it runs, and apply lessons from operating ventures of our own.
AI enablement with AVOS
We pair the licensed AVOS platform with experienced AI developers and operators who redesign workflows, connect systems, deploy agents, and improve them over time.
Explore AI operationsPreferred Solutions
Preferred Solutions, the affiliate publishing business we operate, creates transparent decision content and brand-safe demand for companies that value audience trust.
Explore publishing
Why SaaS Factory
One team stays with the work.
Our teams remain involved through strategy, deployment, and day-to-day operations, keeping the work tied to the business result.
01
Builders with commercial context
We connect product decisions to customer value, economics, distribution, and the operating reality around the software.
02
Operators with accountability
AI systems need ownership, exception handling, measurement, and ongoing optimization. Our work continues after launch.
03
Experience earned in production
We build for clients and operate businesses ourselves. Our recommendations reflect what we see working in production.
Selected work
Work running in production.
A sample of the platforms, AI workflows, and data systems our team has built across insurance and healthcare.
Home inventories from photos and video.
ClaimTally AI turns visual evidence into structured insurance-loss inventories, then finds current replacement-cost matches.
A production 340B platform.
SaaS Factory stepped in to build the data platform when the original delivery path stalled.
TimeDoc / Operations data science
1%
Productivity models predicted performance within 1% of actual while forecasting staffing needs up to six months ahead.
Operational foresight at healthcare scale.
Models and analysis tools helped forecast care-team productivity and resource needs across tens of thousands of Medicare patients.
Ways to engage
Choose the outcome, then shape the engagement.
Build something new
Turn an opportunity into a product, rescue a stalled build, or add senior delivery capacity where it matters most.
AI-enable what already works
Redesign an existing business around agentic workflows, connected data, human oversight, and measurable improvements in cost, speed, or quality.
Partner on distribution
Work with Preferred Solutions on transparent affiliate publishing and high-intent, brand-safe customer acquisition.
Bring us the opportunity or the bottleneck.
Tell us what you are trying to build, automate, rescue, or grow. We will give you a direct assessment of the fit and a practical way to proceed.