Productionize stalled AI
RAG, agents, copilots, and document intelligence that already have a champion—and a prototype that never made it past staging.
Austin HQ · Prototype to production · Four live products
AI & cloud engineering for companies stuck after the demo.
Saabsa Solutions is a delivery partner for mid-sized teams that already know they need AI in production. We handle RAG, agents, APIs, evaluation, security, and cloud—then prove it by running Patientree, DataXPipe, ForgeMeter, and Lease Exit ourselves.
Patientree AIClinic operations & no-show reduction
DataXPipeCatalog, lineage, quality checks
ForgeMeterAI engineering spend visibility
Lease ExitDocument AI & ranked decisions
What we sell
Three jobs. Not a menu of IT services.
Cloud, Kubernetes, and data pipelines are how we ship. They are not a third practice we pretend to staff like a systems integrator.
Implement what we already run
Patientree, DataXPipe, ForgeMeter, or Lease Exit patterns inside your environment instead of a two-year greenfield build.
Healthcare operations AI
HIPAA-aware scheduling, intake, reminders, and clinic assistants. The Patientree story, applied to your practices.
Business outcomes
We sell results operators can take to the board.
Every engagement is framed around hours recovered, revenue protected, risk reduced, or spend governed. The numbers below come from the product playbooks we already run.
0%Fewer missed visits with Patientree-style reminder and scheduling automation
0sLease Exit ranked options for a renter who previously faced weeks of guesswork
0 minForgeMeter connects official AI-tool APIs without intercepting developer traffic
1 APIDataXPipe catalog, lineage, run history, and quality in a single system of record
Where it shows up
Same three jobs. Different systems of record.
Healthcare was the proving ground. The delivery model maps to data platforms, engineering orgs, legal/proptech, finance, and operations-heavy SaaS—only when there is a stalled initiative or a playbook we already run.
Healthcare
Fill the schedule. Collect the dollar. Lower burnout.
Intake, reminders, prior auth, RCM, and EHR-safe copilots patterned on Patientree AI.
DataTrust every pipeline before the dashboard ships.
Catalog, lineage, quality, and spec-driven DAGs patterned on DataXPipe.
EngineeringProve AI coding ROI instead of defending the bill.
Spend, model routing, and governance patterned on ForgeMeter.
Legal & proptechTurn PDFs into decisions, letters, and cost models.
Extraction, ranking, and city-specific logic patterned on Lease Exit.
Financial servicesAutomate exceptions without breaking controls.
Ops copilots, reporting, and audit-ready workflow around existing cores.
Operations & SaaSCustom software with a product team’s instincts.
MVPs, integrations, and AI features for companies that need to ship this quarter.
How we engage
Buy a sprint first. Convert only if it deserves to ship.
AI Production Sprint
Two weeks. Score the use cases, write the architecture and security notes, estimate ROI, and return a go/no-go plus a fixed next-step quote.
Prototype
A thin slice in your stack: RAG or agent, APIs, evaluation, and a real user path. No “innovation lab” theater.
Production
Identity, observability, CI/CD, cost caps, and the workflow change so people actually use it.
Operate
Optional retained squad after the first win. We will not sell a retainer to start the relationship.
Proof we can build it
Four products. Four industries. One delivery culture.
Buyers trust firms that already operate software, not firms that only advise. These are live Saabsa products—and the playbooks we implement for clients.
Healthcare product
Fewer no-shows. Faster intake. EHR-connected operations.
- AI scheduling, SMS/email/phone reminders, and calendar sync
- AthenaHealth and other EHR integrations without a science project
- Patient communication that reduces front-desk load
- The same clinic playbook we implement as a custom program
Data product
A system of record for every pipeline.
- Catalog, owners, schedules, and environment tags in one API
- End-to-end lineage before you change a transform
- Quality checks tied to every run, with pass/fail history
- YAML/JSON specs that generate Airflow DAGs, SQL, and tests
DataXPipe
Data Pipeline Catalog, Lineage & Observability
ForgeMeter
AI engineering spend dashboard
Developer tools
One view of Cursor, Copilot, and Claude spend.
- Official API integrations—no request interception
- Per-developer, per-repo, per-model cost analytics
- Budget alerts, runaway-agent detection, model allowlists
- Board-ready proof that AI coding tools are paying for themselves
Consumer & document AI
Ranked decisions from messy contracts.
- 12-question advisor with costed exit options in about a minute
- Lease PDF extraction for buyouts, sublets, and fees
- Letters, checklists, and city-specific calculators
- The same document-AI pattern we apply to legal, HR, and ops packets
AI lease-exit advisor
Interactive ROI
Estimate what an automation program is worth this year.
Directional math using the same recovery rates we see in Patientree, DataXPipe, ForgeMeter, and Lease Exit implementations. We refine it on the strategy call.
Austin, Texas · United States
A national delivery firm that still answers the phone.
Headquartered in Austin, Saabsa runs implementation programs for organizations in New York, California, Texas, Florida, Illinois, and every market in between. You get Central Time overlap, US data-residency options, and a partner that already ships regulated software.
We are not a staff-aug mill and not a slide-only consultancy. You work with the same product-minded engineers who built Patientree, DataXPipe, ForgeMeter, and Lease Exit.
Typical first 30 days
- Working session with operators, not just IT
- Use-case scorecard: value, feasibility, risk
- Architecture, security posture, and integration list
- Fixed-price sprint or product implementation quote
- Named Austin lead through launch
FAQ
What buyers ask before they sign.
Do you only work in healthcare?
No. Healthcare is where we proved HIPAA-aware delivery with Patientree. DataXPipe, ForgeMeter, and Lease Exit extend the same methods into data platforms, engineering orgs, and document-heavy consumer/legal workflows. We take programs in any US industry where workflow AI, custom software, or data platforms create a board-visible outcome.
Can you implement your products inside our company, or only sell SaaS?
Both. Many clients start with a product (Patientree, DataXPipe, ForgeMeter, Lease Exit) and then hire us to integrate, customize, and operate it. Others need a fully custom system that borrows the same patterns.
How do we start without a giant SOW?
The first purchase is the AI Production Sprint: two weeks, fixed fee, artifacts you keep. Qualified calls typically happen within two business days. We will tell you not to buy a sprint if the problem is not ready.
How fast can a build start after the sprint?
Product implementations and custom builds can begin as soon as access, BAA/security review, and success metrics are agreed. The sprint is designed to produce that packet.
Are you affiliated with Saab AB?
No. Saabsa Solutions is an independent Austin technology company. We build AI software products and deliver consulting and implementation services.
Will you work with our existing vendors and cloud?
Yes. We integrate with EHRs, warehouses, identity providers, and AI tools via official APIs. ForgeMeter is a good example: official Cursor, Copilot, and provider APIs—no traffic interception.
Start with two weeks, not a leap of faith.
Bring the stalled prototype, the workflow, and the number that has to move. We will return a go/no-go package—or tell you not to spend the money yet.