Saabsa · Austin HQ, US delivery
AI production readiness, with a written go/no-go
Readiness is not a maturity poster. It is a decision: build, narrow the scope, or stop. Saabsa’s AI Production Sprint is that assessment—two weeks, fixed fee, artifacts you keep even if we never build together.
Teams call a demo “ready” because it impressed a meeting
A readiness assessment that only interviews stakeholders will rediscover the slide deck you already have. Technical buyers want the data behind the claim: baseline, architecture, security boundary, evaluation plan, and the conditions under which the number would not hold.
The sprint is built for that reader. It is a working engagement with a named lead, not a workshop. It requires a real workflow or a prototype. If the problem is not ready, we will say so before you buy the build.
Use-case score
Owner, frequency, cost of the manual path, and what happens if the model is wrong.
Architecture note
Data flow, hosting, integrations, and the thin slice that would prove production.
Security note
Classification, access, retention, and human approval. Detail lives on the security page.
ROI and quote
A range tied to the baseline, plus a fixed next-step price—or a recommendation not to proceed.
A checklist we actually fill in
Named workflow and owner. Baseline metric and how it is counted. Data sources and what is out of bounds. Evaluation set, including failures. Threat model and access path. Integration map with read versus write. Cost ceiling. Human review points. Rollback. Written go or no-go.
That list is the product of the AI Production Sprint. Evaluation and governance are sections of the same package, not separate retainers you must buy first. Implementation starts only after the memo says go.
Questions buyers ask
Before you book the sprint
Is this an AI readiness assessment for companies that have not started?
Only if there is a workflow to instrument. We do not sell a general “are you ready for AI” survey.
How is this different from the sprint page?
The sprint page is the offer: duration, fit, and what you buy. This page is the decision the offer is for.
Will you guarantee ROI?
No. We estimate from your baseline and state what would falsify the estimate.
Who should read the memo?
The operator who owns the metric, the engineer who would maintain it, and the security or finance partner who can block it.
Related
The rest of the implementation map
AI implementation
Part of the same prototype-to-production path.
Prototype to production
Part of the same prototype-to-production path.
Enterprise deployment
Part of the same prototype-to-production path.
AI agents
Part of the same prototype-to-production path.
RAG development
Part of the same prototype-to-production path.
Enterprise generative AI
Part of the same prototype-to-production path.
Evaluation
Part of the same prototype-to-production path.
Security and governance
Part of the same prototype-to-production path.
Healthcare AI
Part of the same prototype-to-production path.
AI Production Sprint
Part of the same prototype-to-production path.
Bring the prototype, not a wishlist.
The AI Production Sprint is two weeks and fixed fee. You leave with a go/no-go, architecture and security notes, and a next-step quote you can decline.