Neighborhood DecisionOS™
From information and research to clarity, confidence, and action. DecisionOS™ blends your Genome™, Digital Twin™, forecasts, and personal priorities into an explainable Decision Score, tradeoffs, pathways, and an AI Decision Coach who helps you decide calmly.
The Decision Score™
Raleigh, NC scores 85/100 with high confidence. Strengths: data fit, family fit. Watch: School boundary updates. Primary tradeoff: Higher housing costs.
Naples, FL scores 79/100 with high confidence. Strengths: lifestyle fit, data fit. Watch: Climate / insurance exposure. Primary tradeoff: Higher cost of living.
Austin, TX scores 80/100 with high confidence. Strengths: data fit, opportunity fit. Watch: Affordability drift. Primary tradeoff: Less stability today.
Tampa, FL scores 81/100 with high confidence. Strengths: opportunity fit, data fit. Watch: Insurance exposure. Primary tradeoff: Less stability today.
Six dimensions of fit
How completely we can describe this place from public data.
Match against daily-life preferences, amenities, and pace.
Affordability, taxes, insurance, and total cost of living.
Schools, safety, household structure, child-friendly amenities.
Resilience, stability, and durability over 5–10 years.
Career, growth, investment, and emerging upside.
Decision Confidence engine
How many signals are populated and recent.
How specific the user's priorities and constraints are.
Stability of historical trend + model agreement.
How many comparable locations support the recommendation.
Tradeoff intelligence
Decision pathways
- Lock in current pricing
- Start new lifestyle sooner
- Avoid waiting-period uncertainty
- Less time to plan
- Possible short-term affordability stretch
- Forecast confidence is moderate
- More savings runway
- Watch market direction
- Allow forecast confidence to strengthen
- Prices may rise
- Inventory may tighten
- Opportunity cost on lifestyle change
- Test the neighborhood
- Stay flexible
- Reduce mistake risk
- No equity build-up
- Two moves instead of one
- Rent may rise
- Start equity
- Lock housing cost
- Fewer disruptions
- Less certainty about fit
- Transaction costs
- Sensitive to rate changes
- Aligns with healthcare access
- Tax-advantaged regions
- Lifestyle fit
- Family distance
- Climate adjustment
- Healthcare network change
- Higher disposable income
- Broader geography
- Lifestyle upgrade
- Employer policy risk
- Time-zone friction
- Travel cost to HQ
- Better schools / safety
- Larger living space
- Stronger long-term fit
- Disruptive for kids
- Career impact
- Higher total cost
Decision workspaces
Decision timelines
- W1Shortlist + budget lockLock target neighborhoods, confirm affordability bands.
- W2Schools + commute auditValidate school assignment and weekly commute reality.
- W3Housing offer / leaseSubmit offer or sign lease; verify insurance and utilities.
- W4Move + settleCoordinate movers, schools, and address changes.
- W2Scout tripVisit top 2–3 neighborhoods; validate Digital Twin observations.
- W5Financial alignmentPre-approval, debt review, insurance quotes.
- W8Offer / leaseNegotiate, inspect, and sign.
- W12Move + onboardSchools, employer, healthcare network onboarded.
- W4Research + prioritiesDecide must-have vs nice-to-have factors.
- W16ShortlistNarrow to 3–5 candidate places with Digital Twin tracking.
- W28Scout tripVisit and validate.
- W44Financial decisionBuy, rent, hold.
- W52MoveExecute and settle.
- W6Lifestyle visionClimate, healthcare, community, family proximity.
- W20Financial planWithdrawal strategy, tax positioning.
- W40Place selectionValidate against Genome + Digital Twin.
- W60Move + integrateHealthcare onboarding, community connection.
Life Fit profiles
Scenario modeling
- Re-rank candidates by affordability
- Shift to renting first if downside
- Expand search radius if upside
- Watchlist re-ranking
- Pathway shift: buy vs wait
- Tradeoff weights update
- Forecast confidence revised
- Inventory window changes
- Pricing band updated
- Higher negotiation leverage
- Opportunity fit increases
- Long-term fit stable
- School weighting increases
- Space + safety re-weighted
- Healthcare proximity matters more
AI Decision Coach
Calm, supportive, and practical. The Coach explains options, surfaces tradeoffs, recommends next best actions, and helps reduce overwhelm — always grounded in the data behind the recommendation.
Schools, housing, budget, safety, lifestyle — composed into a family-grade decision report.
Affordability, healthcare, lifestyle, long-term stability, and climate fit.
Growth, affordability trends, momentum, risk indicators, and opportunity signals.
What's included by tier
- Decision Score (preview)
- Top 1 tradeoff
- Single pathway suggestion
- Full Decision Score + drivers
- Confidence band + reasons
- All tradeoffs
- Scenario modeling
- Decision narratives
- Long-term planning timelines
- Predictive guidance
- Emerging opportunity scans
- Family / Retirement / Investment decision reports
Decision guides
Trust and transparency
- Recommendations are interpretive, confidence-banded, and grounded in public data.
- We always show what drives a score and what it sacrifices.
- Water quality is mapped to the nearest available water system — and labeled as such.
- We never claim certainty about future events; we communicate ranges and confidence.
- Decision narratives are explainable, never manipulative, and avoid steering protected-class decisions.