AI Systems
Human-first AI built for work that matters.
Unshaken Voice Productions designs practical AI systems for businesses, organizations, educators, founders, and teams. We connect research, workflow design, automation, software, and human oversight into systems shaped around the people who use them.
Human first
People remain responsible for consequential decisions. AI supports the work rather than replacing accountability.
Built around real work
Each system begins with a specific workflow, need, or operational problem instead of technology for its own sake.
Connected by design
We aim to work with useful systems you already rely on and add new capability without forcing unnecessary replacement.
Clear boundaries
Privacy, verification, access, escalation, and human review are designed into the system from the beginning.
What we can build
Eight starting points for practical AI work.
These examples show common ways organizations can begin. Each engagement is scoped around the actual workflow, people, information, and safeguards involved.
Custom AI Agents
A tailored assistant configured for one specific job — business operations, research, content, team workflows, or customer support.
- Who it’s for
- Businesses, founders, and teams with a repeatable task worth handing to a focused assistant.
- Example use case
- A service business builds an agent that drafts estimate responses from a fixed set of pricing rules, for a human to review and send.
- To scope this
- The task the agent should handle, the information it needs access to, and who approves its output before it goes out.
AI Workflow Design
Mapping repetitive tasks, approvals, instructions, handoffs, and review checkpoints into one documented flow.
- Who it’s for
- Teams with a process that works but lives only in someone’s head or a tangle of emails.
- Example use case
- Mapping how a lead moves from first contact to signed quote, marking exactly where AI drafts and where a human decides.
- To scope this
- A walkthrough of the current process, the tools already in use, and where it breaks down today.
AI Intake and Quote Systems
Customer intake, estimate support, lead qualification, and service request handling that arrives complete and organized.
- Who it’s for
- Businesses that lose time chasing missing details on inbound requests.
- Example use case
- A contractor gets structured, complete quote requests instead of a one-line text with half the job details missing.
- To scope this
- What information is needed to quote a job, and where completed requests should land (email, CRM, spreadsheet).
AI Knowledge Base / Research Assistant
Team knowledge search, document summarization, research workflows, and source discipline over your own material.
- Who it’s for
- Organizations whose answers are scattered across files, folders, and people’s memory.
- Example use case
- A nonprofit builds a searchable assistant over its program manuals so staff stop re-asking the same questions.
- To scope this
- What documents and sources should be searchable, and how current the information needs to stay.
AI SOP and Documentation Builder
Turning scattered, undocumented processes into reusable, written standard operating procedures.
- Who it’s for
- Teams that would struggle if the one person who knows a process took a week off.
- Example use case
- Turning a manager’s informal onboarding routine into a written SOP a new hire can follow independently.
- To scope this
- Which processes matter most, and access to whoever currently performs them.
AI Training Companion
Guided learning, staff onboarding, team education, and companion apps for structured practice.
- Who it’s for
- Teams, schools, and organizations that onboard or train people on a recurring basis.
- Example use case
- A companion app that walks new staff through a structured orientation with checkpoints a supervisor reviews.
- To scope this
- The material to be trained on and who signs off on a learner’s progress.
AI Follow-Up Assistant
Email drafts, review requests, appointment reminders, and customer follow-up flows.
- Who it’s for
- Businesses where follow-up is inconsistent because it depends on someone remembering.
- Example use case
- Drafting a review-request email three days after a completed job, queued for a human to send.
- To scope this
- The follow-up moments that matter most and the tone/timing that fits your customers.
AI Safety and Oversight Setup
Privacy rules, usage safeguards, AI-use standards, and human-approval checkpoints for AI already in use.
- Who it’s for
- Teams already using AI tools informally, without written rules for what is and isn’t safe to do with them.
- Example use case
- Writing a one-page AI-use policy and review checkpoint for a team that started using AI tools without clear guidelines.
- To scope this
- What AI tools are already in use, what data they touch, and who is accountable for reviewing output.
AI Finder
Find a practical starting point.
Answer a short set of questions to explore which kind of AI system or technology review may fit your organization.
AI Finder
What can AI do for you?
Answer a few questions and get suggestions for AI services UVP can build. This runs in your browser only — nothing is sent or stored. Looking for ready-made software instead of a custom system? See the Products page.
Answer each question to see suggestions.
The AI Finder is informational only. Suggestions are starting points for a conversation — not a binding quote, commitment, or guarantee of fit. Final scope and pricing are confirmed in writing.