Get a stalled AI initiative into production
RAG, agents, copilots, and document intelligence that already have a champion and a messy prototype.
- Evaluation, not just a demo
- APIs, identity, and cost controls
- Observability and a rollback path
The first purchase
Two weeks to a production go/no-go. Not a $200K leap.
Most AI programs stall after a demo. The Saabsa AI Production Sprint is a fixed-fee working engagement: we pick the use case worth shipping, map the architecture and risk, and hand you a package your CFO and security team can approve—or a written recommendation not to build.
Entry offer
AI Production Sprint
Built for mid-sized teams that already know they need AI in production and do not need another workshop. You keep every artifact even if Saabsa is not the builder.
- Score 2–3 candidate use cases on value, feasibility, data, and risk—and kill the weak ones
- Architecture for RAG, agents, APIs, and cloud that your security team can read
- ROI memo tied to hours, revenue, or cost—not model-accuracy theater
- Fixed next-step quote for a prototype or production build, or a written “don’t build yet”
We will not start a sprint to “explore AI.” Bring a stalled prototype, a workflow that burns hours, or a system of record we can inspect. If that is not ready, we will say so on the first call.
What you walk away with
A package operators can take internally. Not a deck of possibilities.
Yours to keep
Use-case scorecard
Two or three candidates ranked on money, data readiness, integration load, and compliance. Weak ideas get killed in week one.
Yours to keep
Architecture & threat notes
Target design for retrieval, agents, APIs, identity, logging, and cloud. Written so InfoSec can argue with it.
Yours to keep
ROI & go/no-go memo
The number the sponsor will watch, the staffing plan, and a yes/no on building now. Includes a fixed quote if the answer is yes.
The three jobs we sell
We do not sell “IT services.” We sell one of these.
Cloud, Kubernetes, and ETL are how we ship—not a third consulting practice. If your problem is not one of the three below, we will refer you.
Implement a system we already run
Patientree, DataXPipe, ForgeMeter, or Lease Exit patterns inside your stack—faster than a greenfield build.
- Clinic ops and no-show automation
- Pipeline catalog, lineage, quality
- AI-tool spend governance
- Document extraction and ranked decisions
Healthcare operations AI
HIPAA-aware architecture for clinics that need scheduling, intake, reminders, and EHR-safe assistants.
- BAA-minded delivery
- Front-desk hours recovered
- Not a science-project EHR rewrite
After the sprint
Only the programs that survive discovery get built.
Sprint
Two weeks. Scorecard, architecture, ROI, go/no-go. This is the only thing we ask a new buyer to purchase.
Prototype
A thin vertical slice in your environment: retrieval or agent, APIs, evaluation harness, and a real user path.
Production
Security, CI/CD, observability, cost caps, and the workflow change so people actually use it.
Operate
Optional retained squad for the second wave. We will not sell this until the first system is live.
Fit
This is a bad offer if…
You need a staff-aug team by Monday
We are a senior delivery partner, not a bench of interchangeable hours. If you need bodies on an existing Jira board, we are the wrong firm.
You want a generative-AI strategy workshop
We will not run a two-day ideation offsite. The sprint assumes a real workflow, a system of record, and a sponsor who owns a number.
Procurement requires a 200-page RFP first
We will answer a serious RFP. We will not pretend a sprint replaces your vendor process. If you already know the problem, the sprint is usually faster than writing the RFP.
You are a Fortune 50 with a two-year AI PMO
We can work inside large programs later. The first two or three Saabsa clients should be 50–400 person companies, clinics, or product teams that can sign a two-week SOW.
Bring the stalled initiative. Leave with a decision.
Tell us the workflow, the prototype, and the number that has to move. We will tell you whether a sprint is warranted before you pay for one.