3-year product planBiannual releasesSafety-first AI

Roadmap: product growth over the next 3 years

Dwelluno is building a “claims-ready” home system of record: inventory, documents, warranties, and maintenance in one place. This roadmap shows the direction we’re targeting—starting with rock-solid core workflows, then layering in intelligence carefully (guardrails first).

Forward-looking roadmap disclaimer (safe harbor)

This roadmap contains forward-looking statements about potential product features, timelines, and integrations. These plans are provided for informational purposes only and are subject to change based on user feedback, technical feasibility, compliance, security, privacy considerations, and business priorities. Nothing on this page is a commitment to deliver any specific feature by a specific date, and features may be modified, delayed, or discontinued.

Subject to change

For AI features: recommendations are intended to assist—not replace— professional judgment. Users remain in control via review-and-apply flows where applicable, and we prioritize safety guardrails, clear disclosure, and cost controls.

Product north star

Become the trusted home system of record: every asset has durable proof (receipts, warranties, manuals, photos), every maintenance action is remembered, and the homeowner can export “claims-ready” evidence in minutes.

Core workflow (must be excellent)

This is the foundation that drives retention.

  • Property → rooms → assets organized cleanly
  • Documents attached to every asset (receipts/warranties/manuals/photos/links)
  • Maintenance logs + reminders that stay consistent
  • Exports for insurance, resale, renovations, and rentals

Speed of capture

Reduce setup friction so people actually finish onboarding.

  • Barcode-assisted entry + product lookup
  • Smart defaults (category, manufacturer, model hints)
  • Bulk add / bulk edit for power users and multi-property
  • Quick-fix flows for missing serial/room/value

Trust & durability

Privacy and reliability are not optional for this category.

  • Clear privacy posture and data deletion controls
  • Upload and storage guardrails (size, type, limits)
  • Auditability (history, timestamps, and change tracking)
  • Resilient performance for large inventories

Three-year plan

We ship on a biannual cadence using an inventor-themed naming scheme. Archimedes is Version A. Bell is Version B. The plan below describes the functional growth we’re targeting across the next ~3 years.

Year 1 — Archimedes (Version A): foundation + trust

Make the core workflow obvious, fast, and reliable. Prove retention and repeat use.

Active

A1: MVP core (shipping & hardening)

  • Rock-solid inventory + documents + maintenance loop
  • Clear exports for insurance/resale/renovations
  • Onboarding polish + faster time-to-first-value
  • Quality fixes: duplicates, missing serial/room, value hints

A2: power-user + multi-property

  • Bulk edit (rooms/coverage/value) + saved views/filters
  • CSV export and clean import paths (where appropriate)
  • Performance guardrails for large inventories
  • Maintenance polish: templates, snooze, severity tags

AI in Year 1 (low-risk wins)

We start with assistive intelligence that is easy to validate and safe to ship.

  • AI readiness + guardrails (feature flags, audit logging, rate/cost controls)
  • Smart maintenance suggestions (rules + light model) with clear disclaimers
  • Natural-language search mapped to filters (no vector DB required)
  • Simple rule-based risk tiers (category + age + usage signals)

Year 2 — Bell (Version B): automation + intelligence

Reduce manual work. Add smarter capture, smarter organization, and better confidence for claims/coverage.

Planned

B1: capture acceleration

  • Faster barcode/product flows with caching + reliability UX
  • Document intake upgrades (better linking, tagging, and retrieval)
  • Improved duplicate detection + merge flows
  • Better “snapshots” for annual insurance review

B2: coverage + value intelligence

  • Coverage status per-property vs total asset value
  • Under/over-insurance hints (informational, not advice)
  • Warranty timeline clarity + expiration risk cues
  • Stronger exports and sharing controls

AI in Year 2 (document intelligence)

Shift from suggestions to extraction—always with review-and-apply.

  • Document AI v1: OCR + extraction of model/SN/purchase date/warranty terms
  • Review & apply UI: user confirms before data is written
  • Barcode/label OCR fallback when barcode scan fails
  • Evaluation loop: accuracy KPIs + acceptance rates + cost reporting

Year 3 — Next releases (Version C and beyond): proactive + platform

Move from tracking to proactive protection: smarter planning, fewer surprises, higher-leverage workflows.

Exploring

C1: proactive home operations

  • Predictive maintenance v2 (AI-enhanced) with explainable risk drivers
  • Proactive alerts (warranty risk, maintenance slippage, anomaly flags)
  • Stronger household collaboration and roles (where useful)
  • Inventory PDF + richer “proof packs” for claims events

C2: higher leverage ingestion

  • Email ingestion of receipts/warranties → auto-attach + parse (opt-in)
  • Improved multi-property workflows and delegation
  • Marketplace-ready data structure (future partnerships)
  • Optional integrations where they reduce friction (not add it)

AI in Year 3 (big bets, staged)

These are higher complexity, higher risk, and will ship only when accuracy + safety + cost controls meet standards.

  • AI repair estimator (photo + context → parts/labor bands) with strong disclaimers
  • Image-based asset identification (brand/model family)
  • How-to answers with citations (manuals + curated sources), safety-filtered
  • Cohort-based insights (anomaly detection vs peer cohort) with opt-in privacy controls

Platform & delivery (supporting)

These items aren’t the “product roadmap,” but they matter for reliability and distribution.

Mobile distribution

Beta → stable store releases

  • Android internal testing → staged rollout
  • iOS/TestFlight distribution once verified
  • Clear known-issues + tester scripts + support workflows

Web presence

Trust, conversion, and support

  • Polished marketing pages + waitlist
  • Support, privacy, terms, and delete-account clarity
  • Release notes and predictable update cadence

Reliability posture

Operational confidence

  • Monitoring/health checks + backups
  • Security basics and rate limits where needed
  • Performance guardrails and cost controls for AI features

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