An AI workforce for dental practices is a set of software agents that support different practice tasks. Savvy Agents organizes its offering around four roles: Ira for reception, Sia for clinical documentation, Milo for insurance coordination, and Novi for patient retention. The work each agent can complete depends on the selected product, available connections, and practice rules.
A practice does not need to start with every role. Identify the task that creates the most unfinished work, then test whether an agent reduces that work without creating more corrections. This guide is for practice owners, office managers, and DSO teams deciding which workflow to evaluate first.
Updated October 7, 2026. Savvy Agents publishes this guide and provides the products discussed. It describes a way to evaluate the workflows, not a claim that every practice needs all four agents.
Which dental AI agent should you evaluate first?
| Where work builds up | Role to evaluate | What to inspect in a demonstration | Human review to define |
|---|---|---|---|
| Unanswered calls and appointment requests | Ira, AI receptionist | The patient request, saved booking or staff task, and confirmation | Complex requests and scheduling exceptions |
| Unfinished clinical documentation | Sia, AI scribe | The draft note, corrections, and supported destination | Clinician review and approval |
| Incomplete insurance checks | Milo, AI insurance coordinator | Available benefit details, sources, missing fields, and follow-up | Unresolved payer or policy information |
| Overdue recall and follow-up work | Novi, AI retention manager | Audience selection, approved outreach, replies, and booking outcome | Patient preferences and exceptions |
What should you test for each role?
Ira: reception and appointment requests
Ira is Savvy Agents' AI receptionist. Start with the calls your staff struggles to cover. Ask for a demonstration of a new appointment request, a reschedule, and a call that needs a person. Inspect the record saved in your PMS or the task delivered to staff. Confirm which channels and actions your selected configuration supports.
Sia: clinical documentation
Sia is Savvy Agents' AI scribe. Test a draft note using a fictional visit. Have the clinician review the note for missing information and corrections before approval. Confirm where the draft and approved record are stored, which steps require staff action, and what happens if capture is incomplete. Measure editing effort as well as drafting time.
Milo: insurance coordination
Milo is Savvy Agents' AI insurance coordinator. Evaluate Milo using the payers and plans your practice sees. Inspect available benefits and missing information separately. Ask where results appear and how a coordinator resolves an incomplete check. Our dental insurance verification software comparison provides a checklist for comparing those outcomes.
Novi: retention and follow-up
Novi is Savvy Agents' AI retention manager. Ask how the outreach audience is selected, which information informs the message, and how patient preferences are respected. Follow a reply through to a booking or staff task. Count completed visits separately from messages sent or appointments requested.
How should the workflows connect?
Connected workflows need defined triggers and visible outcomes. Ask what starts the next task, which patient and appointment data it uses, and who handles a failed handoff. Do not assume that buying several agents establishes every connection automatically.
Use this fictional scenario in a demonstration: a patient requests an appointment, the selected reception workflow saves a booking, and an insurance check returns incomplete information. Ask the vendor to show the missing details and the staff task. Later, test a draft clinical note and a separately approved follow-up workflow. This is an evaluation scenario, not a reported customer result.
Use our PMS integration guide to check supported actions and saved records.
Is one agent or a broader rollout the better fit?
| Situation | Practical starting point | What to check before expanding |
|---|---|---|
| One clear bottleneck | Pilot the relevant role | Completed work, corrections, and staff effort |
| Several unfinished workflows | Sequence the roles by operational need | Handoffs, ownership, and training capacity |
| Multiple locations or PMS products | Test representative configurations | Differences in supported actions and location rules |
| An existing tool already works well | Evaluate the remaining gap | Whether a new tool duplicates work or improves the process |
What should a quote and implementation plan include?
Request a written scope for the agents, locations, channels, and usage you need. Ask which setup, integration, and ongoing support items are included. Confirm any usage limits and contract terms directly. Establish the rollout schedule after the vendor confirms prerequisites and your team completes acceptance checks.
Compare software and staff arrangements by the work they cover. An agent supporting a task is not equivalent to replacing a whole employee role.
How do you measure whether the rollout helps?
Record a baseline for the workflow before the pilot. Compare completed tasks, corrections, unresolved exceptions, and staff minutes using the same definitions. Track bookings separately from attended visits, and scheduled production separately from collected revenue.
For each claimed customer result, identify the source, reporting period, participating products, and attribution method. Do not attribute a practice-wide result to all four agents unless the evidence supports that conclusion.
Frequently asked questions
Do we need all four agents?
No. Start with a defined operational problem and evaluate the role that addresses it. Expand when the pilot shows useful results and the team can manage the additional workflow.
Will every agent work with our PMS?
Confirm the exact PMS product, version, hosting arrangement, and actions supported by each selected agent. Support for one workflow does not establish support for every workflow.
Can a practice use an agent alongside its existing tools?
Evaluate overlap and connection requirements before adding it. Identify which system owns each task and record so the team can avoid duplicate outreach, bookings, or documentation.
What happens when automation cannot finish a task?
The practice needs a visible exception and an assigned staff owner. Include failed connections, missing information, and ambiguous patient matches in the demonstration.
What should we bring to a demo?
Bring your PMS details, the workflow you want to improve, its current baseline, and a difficult fictional example. Book a workflow demo and ask to inspect the saved result and staff follow-up.
