Product Objectives & Initiatives
Solving problems across these objectives drives adoption, retention, and growth. Every initiative maps to one or more objectives. Every problem within an initiative has a direct line to measurable impact. Nothing is built without a reason.
Product Objectives
How It Connects
Session Capture
This initiative covers the entire recording lifecycle: pre-session setup, in-session confidence, and post-session confirmation. The goal is to make every consultation captured, every time, with zero cognitive overhead for the clinician. This is the foundation — if capture fails, nothing downstream can deliver value.
Problems We're Tackling
Three documented product problems from our workshop and user research sit within this initiative's scope.
Initiative Scope
- Simplified mic setup — Dentist knows their audio is ready in seconds, not minutes wasted pairing and troubleshooting
- Pre-session audio check — Confirms the mic is detecting speech before recording starts, not just "connected"
- Mic status memory — System remembers which mic this dentist uses in this room and auto-selects it
- Wrong device warning — Flags if recording would use the laptop mic instead of the external mic before the session begins
- Session metadata capture — Collect key context before recording starts: consultation type (new patient, recall, treatment), which practice the patient is registered at, and other inputs that improve notes accuracy and reporting downstream. Values remembered and selectable so it's seconds, not data entry
- Persistent recording indicator — Visible across every screen in Chairsyde so the dentist always knows capture is working
- Live audio level feedback — Visual confirmation that speech is being picked up, not just that recording is "on"
- Recording interruption alert — Active, unmissable alert if audio drops or mic disconnects mid-session
- Local audio buffer — Audio cached locally so connectivity drops don't destroy the recording; syncs automatically when connection resumes
- Session state persistence — Laptop hibernation, tab closure, or page refresh doesn't kill the session
- Cross-tab recording control — When the dentist leaves the Chairsyde tab to work in Dentally or another system, a persistent picture-in-picture widget stays visible with recording status, audio level feedback, and pause/stop controls — so they always know it's working without switching back
- Capture confirmation — Immediate, unambiguous confirmation that the full session was captured with duration shown
- Failure notification with recovery — If capture failed, tell the dentist what happened and offer recovery from local backup
- Automatic retry and sync — Failed uploads retry automatically without requiring dentist action
- Direct failure alerting — If transcription or upload encounters errors, the dentist is notified immediately through an active alert (not buried in the UI) so they can take action while the consultation is still fresh, rather than discovering the failure hours later
Initiative Boundary
In Scope
- Session start workflow and UX
- Mic and audio device management
- Recording status and confidence indicators
- Connectivity resilience and local fail-safe
- Session capture confirmation
- Service recovery and error handling
- Chrome extension recording experience
Out of Scope
- Notes quality and clinical accuracy
- Template customisation and personalisation
- PMS note formatting and transfer
- Animation content discovery and playback
- Organisational accounts
- Patient follow-up and communication
Core Outcomes
Guided Setup
This initiative covers the first-run experience: collecting clinician context, recommending the right templates and content, and curating a personalised homepage. The goal is to get it right for 80% of users out of the box. The remaining 20% who need deeper customisation are handled by CWS/CSM — but the product does the heavy lifting, not people.
Problems We're Tackling
Five documented product problems sit within this initiative's scope.
Initiative Scope
- Specialism selection — Dentist identifies their focus so Chairsyde configures itself around how they actually work
- Consultation type preferences — Capture which appointment types they see most to prioritise the right templates
- PMS identification — Know which system they use so output formatting is relevant from day one
- Specialism-specific template recommendations — Pre-built templates matched to their specialism, ready to use immediately
- Animation and playlist curation — Recommend key videos and playlists for their specialism
- Guided template selection — Walk through choosing and previewing templates, with ability to refine later
- Quick-start content packages — Bundled sets per specialism that give a working setup in minutes
- Curated homepage — Reflects the dentist's specialism, preferred content, and recent activity
- Quick access to key actions — Start recording, access animations, view consultations from one place
- Progressive setup prompts — Guide through remaining steps without overwhelming on day one
Initiative Boundary
In Scope
- First-run onboarding flow
- Clinician profiling and specialism selection
- Specialism-specific template library
- Template and content recommendation
- Guided animation and playlist selection
- Personalised homepage redesign
- Progressive setup prompts
Out of Scope
- Template builder and deep customisation
- Notes generation quality
- Recording workflow and mic setup
- Organisational accounts
- PMS integration
- Ongoing personalisation over time
Core Outcomes
Platform Performance
This initiative covers the underlying infrastructure, speed, and resilience of the Chairsyde platform. If animations buffer, transcripts vanish, notes take too long, or the service drops without recovery, nothing else matters. The goal is a platform dentists can trust to work every time, without thinking about it.
Problems We're Tackling
Initiative Scope
- Uptime monitoring and alerting — We detect outages before users report them
- Automatic service recovery — Failed pipelines retry and self-heal without manual intervention
- Incident visibility — Internal team has real-time platform health awareness
- Connectivity resilience — Platform degrades gracefully on poor Wi-Fi rather than failing silently
- Generation speed target — Notes within 30 seconds, measured and monitored
- Progress visibility — Dentist sees generation status rather than waiting blind
- Failure handling — If generation fails, immediate notification with retry option
- Content delivery optimisation — Animations load and play instantly, not buffer while the patient watches
Core Outcomes
Product Usability
This initiative owns the structural UX layer that every other initiative builds on: navigation, information architecture, design consistency, and learnability. Today, moving between features feels disjointed, content is hard to find, and dentists need months to learn. This initiative makes Chairsyde intuitive enough that learning time collapses and creates space for new capabilities without adding complexity.
Problems We're Tackling
Initiative Scope
- Coherent navigation structure — Moving between features follows a clear, predictable pattern
- Consistent layout and hierarchy — Every screen uses the same spatial logic so dentists build muscle memory
- Content discoverability — Animations, playlists, and templates findable through search and contextual surfacing
- Live content recommendations — Animations and playlists suggested in real-time based on the consultation transcript, so when the dentist is discussing teeth whitening the relevant playlist surfaces automatically
- Architectural space for growth — Navigation accommodates new capabilities without bolting them on
- Design system foundation — Unified component library so everything looks and behaves the same
- Visual consistency across features — Notes, animations, history, settings share the same design language
- Interaction patterns — Common actions work identically everywhere so learning transfers
- Contextual guidance — Tooltips and inline help at the point of action
- Progressive disclosure — New users see what they need now; advanced features reveal over time
- Product tours — Guided walkthroughs for key workflows that teach by doing
- Reduced cognitive load during consultations — Mid-consultation workflows require minimal attention
Core Outcomes
Provable ROI
This initiative makes Chairsyde's impact quantifiable rather than anecdotal. The product doesn't track time saved, consultations completed, or treatments accepted. Without data, every renewal is a leap of faith. This builds the evidence layer that turns belief into proof.
Problems We're Tackling
Initiative Scope
- Time saved per clinician — Calculate and display estimated time saved per day based on consultations recorded and editing time avoided
- Patient education impact — How many patients were shown educational content, which animations were used most, and how Chairsyde is helping them inform and educate their patients
- Case acceptance visibility — Surface how many consultations included animations and how that correlates with treatment uptake, so the dentist can see Chairsyde's role in helping patients say yes
- Usage tracking — Consultations recorded, notes generated, animations shown — visible to the dentist so they can see their own engagement over time
- Notes acceptance rate — Track how often notes are used without significant editing as a proxy for trust and quality
- Practice dashboard — Aggregated adoption, usage, and value across all clinicians
- Clinician adoption visibility — Who's using it, how often, how deeply
- Case acceptance correlation — Animations shown vs. treatments booked, at practice level
- Exportable ROI evidence pack — Downloadable summary for budget justification or DSO pitches covering time savings, patient education, and case acceptance
- Benchmark data — How does this practice compare to similar practices on Chairsyde
Core Outcomes
Notes Accuracy & Clinical Workflow
This initiative tackles the quality and fit of what Chairsyde produces. Notes sometimes hallucinate, merge multiple consultations, don't match the PMS format, and treat every session as if the patient is new. This introduces a patient entity, PMS-specific output, and consultation-aware notes generation.
Problems We're Tackling
Initiative Scope
- Persistent patient record — Each patient is a distinct entity with linked consultation history
- Consultation isolation — Each session generates notes from that session only, not merged with previous
- Patient context for notes — Can reference history without merging it. Continuity without contamination
- Hallucination reduction — Notes only contain content from the transcript, not fabricated information
- Clinical terminology accuracy — Tooth notation, procedures, drug names represented correctly
- Accuracy benchmarking — ≥95% target tracked per specialism with feedback loop
- Edit tracking — Monitor what dentists change to identify systematic gaps
- PMS-aware formatting — Notes structured to match Dentally, SOE, R4 conventions
- Field mapping — Output maps to specific PMS fields rather than producing a single text block
- One-click transfer — Formatted notes land in the right place in one action
Core Outcomes
Practice-Level Workflows
This is a discovery initiative, not a delivery initiative. We know Chairsyde serves the dentist in isolation. We don't yet understand the practice workflow well enough to design solutions. This initiative is about learning what the handoffs, visibility needs, and coordination gaps actually look like.
Problems That Point Here
What We Need to Learn
- What does the TCO need to see after a consultation to do their job?
- How does this handoff happen today without Chairsyde?
- What's the cost of a failed handoff?
- What does the principal actually want to see?
- How do they assess whether Chairsyde is worth paying for?
- What governance requirements exist that we're not meeting?
- When a patient sees different clinicians, what continuity is expected?
- How do practices coordinate care communication today?
- What does "Chairsyde as a practice tool" look like?
Initial Hypotheses
Patient Packs
Patient Packs exist in the product today. They are supposed to deliver post-consultation summaries, education links, and follow-up communications. In practice, they're unusable. Rather than investing in making this feature work — a feature on the critical path between consultation and treatment acceptance — the business has deprioritised it. This document names that decision and quantifies what it's costing us.
What Patient Packs Should Deliver
The feature exists. The value proposition is clear. The execution is broken.
Why This Matters Strategically
- Clearest example of feature-first thinking — we built Patient Packs, shipped them, moved on without ensuring they work. The feature exists on a pricing page. It doesn't exist in a dentist's workflow.
- Strongest ROI argument left on the table — case acceptance is the number one commercial argument. Patient Packs close the loop. They're broken.
- No competitor does this well either — a working Patient Packs feature would be category-defining. We built it first and let it rot.
- Case acceptance stays anecdotal without follow-up — can't close the loop between animation shown and treatment booked
- Patient Packs are already in the sales pitch — selling a capability that doesn't deliver is worse than not having it
- Provable ROI depends on this — Patient Packs generate downstream data: open rates, click-throughs, bookings
Cost of Continued Neglect
What Would Need to Change
- Acknowledge shipping ≠ delivering value — Patient Packs exist. They don't work. That distinction matters.
- Dedicated investment in fixing, not building — Design, engineering, and content work to make Packs usable.
- Patient entity must work first — Initiative 05 (Notes Accuracy & Clinical Workflow) is a prerequisite.
- Patient-facing quality standard — Different standard of design, tone, and accuracy than clinician-facing tools.
- Integration into consultation workflow — Packs generated automatically, not requiring separate dentist effort.
Patient Packs are a built feature that doesn't deliver value. This document records that the business has chosen to deprioritise fixing them. The cost is measurable: broken case acceptance attribution, a capability we're selling but not delivering, and a pattern of shipping features without ensuring they work.
Self-Serve Individual Licences
As Chairsyde repositions to sell into practices and DSOs, individual licences (implantologists, cosmetic dentists, solo practitioners) remain a significant market segment. Today, every individual licence goes through the same expensive sales and onboarding process as a practice licence — personalised calls, CS hand-holding, manual setup — at a fraction of the revenue. The margins don't work. This initiative would introduce self-serve registration, payment, and onboarding for individual licences, allowing Chairsyde to serve the mass market without the cost structure that makes it unsustainable.
Why This Matters Strategically
- Individual licences consume disproportionate resource — Sales gives them dedicated calls, CS provides full onboarding, but the price point doesn't support that level of touch. Every individual licence sold at current cost-to-serve erodes margin.
- It blocks focus on the UCP — Time Sales and CS spend on individual licences is time not spent on practices and DSOs, which are the primary growth target. Individual licences are cannibalising capacity.
- Competitors own this space by default — Digital TCO, Kiroku, and other lower-priced tools win individual dentists because they're easy to start. Chairsyde requires a sales call for the same thing. We lose before we compete.
- Self-serve unlocks a volume channel — Individual dentists who would never book a sales call will sign up if they can do it themselves. This is incremental revenue that currently doesn't exist.
- Individual licences become a pipeline for practice sales — An implantologist who loves Chairsyde becomes an advocate inside their practice. Self-serve individual adoption seeds bottom-up practice adoption.
- It frees Sales and CS for high-value work — If individual licences are self-serve, the commercial team can focus entirely on practices and DSOs where the deal sizes justify the effort.
What This Would Require
Why It's Deferred
- The product experience isn't ready — Self-serve registration without self-serve onboarding just creates unsupported users who churn. Guided Setup, Product Usability, and Session Capture need to land first.
- Engineering capacity is committed — Building registration, payment, and licence management is significant scope. It can't be absorbed into current initiatives.
- It doesn't serve the primary growth target — The 2025 focus is practices and DSOs. Individual licences are important but secondary to the UCP.
- It becomes dramatically easier once other initiatives deliver — Flawless session capture + simplified usability + guided setup = a product that can survive self-serve. Without those, self-serve just accelerates churn.
Cost of Deferral
Self-serve individual licences are deferred because the product isn't ready to support them, not because they lack strategic value. As Initiatives 01, 02, 03, and 06 deliver, the prerequisites fall into place. This should be revisited once the core product experience is strong enough that a dentist can sign up, set up, and succeed without ever talking to us.