Question 1

What does SHFA do?

Accepted Answer

SHFA builds and implements production AI systems for businesses. We handle the full lifecycle — scoping, engineering, deployment, and ongoing maintenance — so your team gets working AI, not a slide deck.

Question 2

What is an embedded AI engineer?

Accepted Answer

An embedded AI engineer is a senior engineer who joins your team directly. They attend your standups, work inside your codebase, and ship production code alongside your existing staff.

Question 3

How is SHFA different from a traditional AI consulting firm?

Accepted Answer

We don't consult. We build, advise, maintain, and scale. Traditional firms hand you a strategy document and walk away. SHFA engineers stay embedded until the system is live, adopted, and compounding. You get working software, not recommendations.

Question 4

What industries does SHFA serve?

Accepted Answer

Healthcare, real estate, financial services, law, accounting, and back-office operations. We also work with service businesses and trade businesses including plumbing, roofing, and other field service companies.

Question 5

How long does it take to go live?

Accepted Answer

First production workflow in 30 days. Not a prototype — a live system running in your environment.

Question 6

Who owns the code and systems after the engagement?

Accepted Answer

The client owns everything. All code, models, and documentation are transferred to the client. No vendor lock-in, no licensing fees.

Question 7

What kinds of AI systems does SHFA build?

Accepted Answer

Common builds include underwriting automation, anomaly detection, lease abstraction, contract review and redlining, client intake, clinical documentation, AP processing, and scheduling and dispatch automation for field service businesses.

Question 8

How do I know if my company is ready for AI implementation?

Accepted Answer

Schedule a call. If you're asking that question, you're ready.

The 9 Levels of AI Transformation