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DESIGN / TECHNOLOGY / AMBITION

AI engineering & automation

Practical AI, connected to a clear business need.

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Built around your business.

For businesses with a focused question-answering or repetitive-work problem. FVST scopes AI assistants, knowledge systems, and automation around the content and tools your team uses, with human review where the workflow needs it.

What we can build

  • Focused AI assistants for customers or internal teams
  • Knowledge systems grounded in supplied business content
  • Workflow automation and CRM integrations
  • Human review workspaces and usage analytics as optional scope

From the first conversation to launch.

  1. Identify a specific use case, source content, and the boundaries of the system.
  2. Define expected answers or actions, escalation paths, and review needs.
  3. Implement the integration and assess representative tasks before deployment.

A clear starting point.

From $3,500 USD

The estimator’s base scope includes:

  • Use-case discovery & solution design
  • One focused AI or automation integration
  • Deployment & handover

Additional features change the estimate. This is an initial planning range, not a final proposal. Scope, timing, third-party services, and ongoing support are agreed before work begins.

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SELECTED WORK

See it in practice.

Questions, answered.

What is a sensible first AI project?

Start with one repeatable task and a clear way to judge the result: answering questions from an approved knowledge base or assisting a defined internal workflow. Broader automation can be scoped once the initial use case is understood.

Can AI use our business information?

A business knowledge base is an available scope option. The relevant content, access rules, data handling, and connected services need to be agreed during discovery.

Will every AI answer be correct?

No. AI output can be incomplete or incorrect. Define appropriate boundaries and human review for consequential actions; a human review workspace is an available scope option.

Where has FVST delivered AI work?

The Riverhead Financial Partners project includes an AI assistant in its custom website, alongside a broader client and operational platform. Its algorithmic lender matching is a separate capability; it is not presented as proof of AI accuracy.

One studio. Connected capabilities.