San Francisco Victorian Whole-Home Renovation — Balloon Framing, Knob-and-Tube, Planning Review
San Francisco Victorian renovation. Balloon framing, knob-and-tube rewire, lead paint RRP, seismic cripple-wall + chimney retrofit, SF Planning discretionary review, CSLB B. $350K-$1.2M.
If you just closed on a Painted Lady in Alamo Square, an Edwardian flat in the Inner Richmond, or a stick-Eastlake two-unit in the Mission, you are about to discover something every San Francisco homeowner eventually learns the hard way: nothing in the house behaves the way modern construction behaves. The framing is different. The wiring is different. The plumbing has a hidden age clock. The plaster walls have lead under the current latex. The chimney is unreinforced masonry from before seismic code existed. And on top of every one of those material realities, the City and County of San Francisco has wrapped a regulatory layer — Planning discretionary review, DBI permitting, the Rent Ordinance, tenant relocation — that most contractors outside SF have never touched.
This guide is the honest version of what a whole-home Victorian renovation in San Francisco actually looks like in 2026. Not the Instagram tour of the finished painted exterior. The plan sets, the permit counts, the abatement line items, and the cost bands that show up on a real HCD-lender draw schedule.
What a San Francisco Victorian actually is — 1850-1914 stock
San Francisco's housing stock is roughly 70% pre-1940, and the subset most people colloquially call "Victorian" is really five distinct architectural eras stacked on top of each other.
True Victorians run from about 1850 to 1900 and include Italianate (1850s-1870s — flat facades, bracketed cornices, tall narrow windows), Stick-Eastlake (1870s-1890s — vertical board trim, incised ornament, the style most associated with the Haight and the Western Addition), and Queen Anne (1880s-1905 — asymmetric turrets, wrap-around porches, the "Postcard Row" on Steiner). Shingle-style Victorians overlap with Queen Anne but lean on wood shingles over the elaborate millwork.
Edwardians run roughly 1901-1914 and are technically post-Victorian — flatter facades, less millwork, more classical proportioning. The Richmond and the Sunset are heavily Edwardian. They are frequently lumped in with "Victorian" in listings and conversations, and they share most of the same retrofit realities.
The 1906 earthquake and fire destroyed the eastern half of the city, which is why the densest surviving Victorian stock sits in the Western Addition, Pacific Heights, the Mission west of Valencia, Noe Valley, and the Haight — neighborhoods the fire did not reach. Everything east of Van Ness tends to be 1907-1914 rebuild Edwardian or later.
Why this matters for a renovation: each era has slightly different framing conventions, wall assemblies, and ornament requirements. A contractor who has done two Edwardian flats in the Sunset is not automatically qualified for an 1880s Italianate in the Mission with original redwood trim and a three-story bay window. Baily flags the era match before any introduction.
Balloon framing — why pre-1920 walls behave differently
The single biggest structural fact about a pre-1920 San Francisco Victorian is that it is almost certainly balloon-framed. Balloon framing uses continuous wall studs that run from the sill plate at the foundation up to the roof plate — often 20 to 30 feet in a single unbroken stud. There is no fire-blocking between floors. There is no platform at each level for the next floor's walls to sit on.
Modern houses are platform-framed: each floor is built as a complete platform, walls are built on that platform, and the next platform sits on top. Fire cannot travel up a wall cavity because the cavity ends at every floor line.
In a balloon-framed Victorian, a fire that starts in the basement or the first-floor wall cavity can travel straight up the stud bay to the attic with nothing to stop it. This is why older San Francisco fires spread through houses faster than code officials expected and why the 2022 California Building Code requires fire-blocking on any wall cavity opened during renovation.1
Practical consequences during a whole-home renovation:
- Any wall you open has to be retroactively fire-blocked. This is drywall-level intrusive — you are installing horizontal 2x4 blocks at the floor and ceiling lines of every opened stud bay.
- Running new plumbing or electrical vertically is actually easier than in a platform-framed house (long uninterrupted chases) but requires fire-caulking every penetration.
- If you are replacing windows, the rough openings often do not match any standard modern window size — you will cut and re-sister studs rather than drop in a pre-made unit.
- Settlement is real. A 140-year-old balloon-framed house has usually settled 1 to 3 inches across its footprint. Floors that read level on the existing finish are almost never level on the subfloor once you pull it up.
A CSLB B contractor who has actually worked in pre-1920 SF stock will budget for all of the above. A contractor who has not will hit the first surprise and issue a change order.
Knob-and-tube wiring — when your insurer finds it
Roughly 40% of San Francisco Victorians still have some amount of knob-and-tube (K&T) wiring buried in walls, attics, or crawl spaces. K&T was the standard residential electrical system from about 1880 to 1940. Insulated copper conductors run through porcelain tubes where they pass through studs and are supported by porcelain knobs between studs. There is no grounding conductor and no protective sheath — the conductors are simply ceramic-insulated and air-cooled.
K&T was a reasonable system in 1910. In 2026 it has three fatal problems:
- Insurance carriers exclude it. Most California homeowner policies either decline to bind coverage on properties with active K&T or exclude fire losses attributable to electrical failure. Some carriers will write the policy if you disclose K&T in inactive-only attic runs, but any active K&T circuit is usually a decline.
- It cannot be covered by modern insulation. Modern blown-in cellulose or fiberglass batt insulation traps heat around the conductors. K&T was designed to dissipate heat through open air. Insulating over active K&T is a code violation and a fire cause.
- It has no grounding path. Any modern appliance with a three-prong plug is operating without a fault return. GFCIs do not solve this — they detect current imbalance but do not create a ground.
Full-rewire cost in a San Francisco Victorian runs $25,000 to $60,000 in 2026, driven mostly by labor. The conductor material is cheap; the labor is fishing romex through balloon-framed stud bays, patching plaster, and pulling permits for every junction box relocation. Fourplex Victorians push toward the top of the band. The CSLB C-10 electrical sub-engineer is almost always a separate license holder from the B general.2
What to verify before buying: ask the seller for the most recent 4-point inspection or insurance binding letter. If electrical was flagged and no full-rewire permit has been pulled through DBI, assume K&T is still live somewhere in the walls.
Galvanized plumbing — the 50-80 year replacement cycle
Galvanized steel water-supply piping was standard in San Francisco residential construction from about 1900 to 1960. The zinc coating on the inside of the pipe protects the steel from rust — for a while. In soft water (like San Francisco's Hetch Hetchy supply) the zinc is consumed slowly; in hard water regions it goes faster. The typical failure window is 50 to 80 years from installation.
A 1910 Victorian that still has its original galvanized supply is now 116 years past install. Every one of them is living on borrowed time, and most have already been partially re-piped in copper or PEX during prior kitchen or bath remodels — which means you now have a mixed system with copper downstream of galvanized, which accelerates the galvanized corrosion at the dielectric junction.
Symptoms of a failing galvanized system:
- Reduced pressure, especially on upper floors
- Rust-colored water on first-draw after vacation
- Pinhole leaks in crawl space or basement runs
- Water-hammer or banging sounds when valves close
Full re-pipe cost in a San Francisco Victorian runs $20,000 to $45,000 in 2026. Copper is more expensive than PEX but is the SF DBI-preferred material for exposed runs and is insurance-friendly. PEX is allowed under California plumbing code but some legacy insurers still add exclusions. Drain-waste-vent (DWV) replacement is a separate scope — usually $8,000 to $18,000 if the cast-iron stack is cracked or the 2-inch drains are undersized for a modern second bathroom.
A whole-home renovation that opens walls is the moment to re-pipe. Doing it later, after drywall is closed, doubles the cost. Baily flags this line item as non-optional on any SF Victorian scope.
Lead paint + asbestos — RRP + §340 disclosure reality
Any San Francisco Victorian built before 1978 is a presumed-positive lead-paint property under federal EPA rules. That is not a California rule — it is federal, and it triggers the EPA Renovation, Repair, and Painting (RRP) Rule any time a contractor disturbs more than 6 square feet of interior or 20 square feet of exterior painted surface on a pre-1978 residence.3
What RRP requires:
- The contractor firm must be EPA-certified as a Lead-Safe Renovator. Certification is a one-day class plus fee; it is not optional.
- The specific on-site worker doing the disturbance must also be certified (renewed every 5 years).
- Containment is mandatory — 6-mil plastic sheeting, negative-air work zone, HEPA vacuum, wet-sanding only.
- The homeowner must receive the "Renovate Right" pamphlet before work starts.
Test kits to confirm lead presence cost about $30 at a hardware store. If the kit is positive (and it will be, for any Victorian that has not been fully stripped), the RRP protocol attaches to the entire scope. Full lead abatement — as opposed to lead-safe work practices — runs $5,000 to $20,000 depending on whether you are stabilizing in place or encapsulating versus removing to substrate.
Asbestos is the parallel issue. Common locations in SF Victorians:
- Popcorn ceilings added in 1950s-1970s remodels
- Floor tile mastic (9x9 vinyl tile almost always has asbestos-containing mastic)
- Pipe and boiler insulation in basements
- Transite vent stacks
- Some sheet-vinyl flooring manufactured before 1985
California Labor Code §6501.9 and 8 CCR §1529 require pre-demolition asbestos surveys on any structure built before 1981 and require licensed abatement for friable material.4 The Bay Area Air Quality Management District also requires a J-notification filing at least 10 working days before any abatement or demolition that disturbs asbestos-containing material.
A Victorian whole-home scope almost always turns up at least one of: popcorn ceiling, asbestos mastic under a later wood floor, or asbestos pipe wrap. The abatement line item should be budgeted at $8,000 to $25,000 with contingency. This is not a category to skip or negotiate down.
Seismic: cripple-wall bolting + chimney retrofit
San Francisco's most famous seismic retrofit is the soft-story ordinance, which covers a specific typology (wood-frame building of three or more stories with a ground-floor garage or tuck-under parking). That is a separate topic. Every San Francisco Victorian, soft-story or not, typically needs two other seismic retrofits that the soft-story ordinance does not cover:
1. Cripple-wall bracing and sill bolting. Most pre-1940 SF houses sit on a short (24-to-48-inch) "cripple wall" between the foundation stem wall and the first floor framing. In the 1906, 1989 (Loma Prieta), and Northridge quakes, unbraced cripple walls were the single largest failure mode for wood-frame residential structures. The house slides off the foundation or the cripple wall collapses and the first floor drops.
The fix is straightforward and well-documented in 2022 California Building Code Chapter A3 (Appendix) and the FEMA P-1100 plan set for dwelling retrofits.5 You bolt the mudsill to the foundation with 5/8-inch anchor bolts at approximately 48 inches on center, and you sheathe the cripple-wall studs with 15/32-inch plywood nailed with a tight schedule. In a typical SF Victorian crawl space, this is a 2-to-4-day scope and costs $5,000 to $15,000. It is often bundled into a whole-home renovation at permit time.
2. Chimney retrofit. Unreinforced masonry chimneys on pre-1940 SF Victorians are a well-known life-safety hazard. In the 1989 Loma Prieta earthquake, chimney collapse caused a disproportionate share of residential damage — bricks falling through roof and ceiling, sometimes landing in bedrooms. The retrofit options are (a) full chimney removal and infill, (b) steel-braced chimney reinforcement with anchor straps into the framing, or (c) replacement with a metal Class A insulated flue if a working fireplace is still desired.
Cost range: $4,000 to $18,000 depending on which option and how many stories. Many SF whole-home renovations quietly take the removal-and-infill option because it eliminates a permanent liability and reclaims floor space.
The CSLB license path for seismic work is usually the B general coordinating with a licensed structural engineer (S.E. stamp) on the plan set and pulling the DBI structural permit. Some scopes are done under a C-8 concrete subcontractor for foundation work and a framing crew under the B.
SF Planning Department discretionary review + Article 10/11 districts
Here is where San Francisco gets genuinely different from most California renovation markets. Any exterior alteration to a building that is:
- Listed as an individual landmark under Planning Code Article 10, OR
- Located within one of the 74+ Landmark Historic Districts under Article 10, OR
- Located within a Conservation District under Article 11 (mostly downtown), OR
- Identified as a "Category I-IV" significant building
…is subject to additional Planning Department review beyond the standard building permit.6
What this means practically:
- Any window replacement visible from a public right-of-way is Planning-reviewable.
- Any facade material change (paint color is usually fine; siding replacement is not) is reviewable.
- Any addition visible from the street requires Planning sign-off, and often requires the addition to be set back and lower than the existing front facade so it is not visible in street elevation.
- Interior-only work on a landmark building is mostly exempt, but any exterior window or door touched during interior work re-triggers review.
Beyond Article 10/11, any building permit in San Francisco can be "requested for discretionary review" by any member of the public within the posting period. A neighbor who does not like your plans can file a DR request for $739 (2026 fee), and the Planning Commission will hold a hearing. DR adds 3-9 months and $15,000-$50,000 in architect/attorney time if contested. Most renovations are not DR'd, but landmark-district properties and visible additions are DR'd frequently enough that your permit timeline has to assume it.
Baily's pre-match check on any SF Victorian scope pulls the Planning Department parcel report to see which overlays apply. If you are in the Alamo Square Landmark District, a Mission-Dolores Conservation District parcel, or a Category II significant building, that changes which contractor we match — we route to CSLB B holders with documented historic-district experience and an in-house or retained preservation architect.
SF DBI permit path — OTC vs full plan review
San Francisco's Department of Building Inspection has two permit tracks:
Over-the-counter (OTC) permits are for simple, pre-approved scopes: like-for-like water heater replacement, single-window replacement with matching style, non-structural interior work, simple electrical panel swap. You walk into 49 South Van Ness, submit, and leave with a permit the same day (or within a few days on the current wait). OTC cost is typically $500-$2,500 in permit fees.
Full plan review is required for anything structural, any scope that requires engineering, any whole-home renovation, any addition, any seismic retrofit, any exterior work in a landmark district. Plan review is currently running 4-9 months for whole-home Victorian scopes in 2026, with some projects seeing 12+ months when Planning concurrent review is triggered.7
What plan review requires at submission:
- Licensed architect or engineer stamped drawings
- Structural calculations for any framing alteration
- Title 24 energy compliance documentation
- CalGreen residential checklist
- Soil engineer letter if foundation work is involved
- Neighbor notification for any work that alters massing or window locations
A full whole-home Victorian renovation in SF will pull between 8 and 20 separate permits during the project lifecycle — demolition, structural, electrical, plumbing, mechanical, fire sprinkler (required on any substantial alteration in most SF districts), roofing, sometimes a separate sidewalk permit for the dumpster and a DPW permit for any work in the public right-of-way.
Your CSLB B contractor should be pulling all permits in their name, not yours. A contractor asking you to pull an "owner-builder" permit to save fees is a contractor who is not licensed or insured for the scope they are quoting. This is a hard disqualifier.
Rent Ordinance §37.9 + tenant-relocation obligations
If the Victorian you bought has a tenant in it — which in San Francisco's two-to-four-unit flats is extremely common — the Rent Ordinance governs most of what you can do and when.
Rent Ordinance §37.9(a)(11) allows an owner to recover possession of a rental unit to do "capital improvements or rehabilitation" that require the unit to be vacant, but with significant constraints:
- The work must actually require vacancy (most whole-home gut renovations do).
- The owner must file a notice with the Rent Board and serve the tenant a 60-day notice.
- Tenants are entitled to relocation payments — 2026 amounts are approximately $8,914 per tenant (up to $26,744 per unit), plus $5,942 additional per senior, disabled, or household-with-minor-child tenant. These numbers reset annually on March 1.8
- The tenant has a right of first refusal to return to the unit at the pre-renovation rent (not market rent) once work is complete.
§37.9(a)(11) does not allow the owner to pass renovation costs through as a rent increase on a rent-controlled unit beyond very narrow statutory limits. "Capital improvement passthroughs" exist but cap at about 5% of the base rent over the improvement's useful life, and most aesthetic or non-essential work does not qualify. This is a frequent source of owner-expectation mismatch: you cannot spend $600,000 gutting a Victorian and then pass the cost through to your sitting tenant as a $3,000/month rent bump. You can't.
If the unit is already vacant at purchase, none of this attaches. If the unit is tenant-occupied, the renovation timeline and budget must include relocation payments, potential buyout negotiation, and the risk that the tenant exercises §37.9(a)(11) return rights.
This is the single most expensive area where out-of-city investors and contractors mis-budget SF Victorian renovations. Baily's pre-match intake asks whether the property is owner-occupied, vacant at close, or tenant-occupied, and routes the legal-overlay question before any contractor time gets spent.
Cost bands: $350K-$1.2M, $600-$1,200/sqft
Real 2026 whole-home Victorian renovation numbers in San Francisco:
- Light cosmetic + systems refresh (paint, floor refinish, kitchen + one bath, selective re-pipe, partial rewire, no structural): $350,000-$500,000 on a 2,000-sqft flat. About $175-$250/sqft.
- Mid-range gut renovation (full rewire, full re-pipe, all new finishes, two bath rewire, kitchen to modern layout, seismic cripple-wall + chimney, lead/asbestos abatement, no addition, no major structural reconfig): $500,000-$800,000 on a 2,000-sqft flat. $250-$400/sqft.
- Full gut with layout changes + addition (removing interior walls, moving kitchen, adding a primary suite, basement conversion to livable space, roof deck, all of the above retrofits): $800,000-$1,200,000 on a 2,000-sqft flat, $400-$600/sqft — and $600-$1,200/sqft is the more accurate band once you include soft costs (architect, engineer, permits, Planning review, contingency).
Soft costs on a whole-home Victorian scope typically run 18-25% of construction cost, driven by:
- Licensed architect: 8-12% of construction
- Structural engineer: $15,000-$45,000 flat
- Preservation architect (if landmark district): additional $10,000-$30,000
- Permit fees + Planning review: $8,000-$35,000
- Contingency: 10-15% of construction
Financing reality: most SF Victorians are worth $1.5M-$4M at purchase; a $600K renovation is fundable through a construction-to-perm loan or a 203(k) rehab loan if owner-occupied. Hard-money bridge loans are available for investors at 8-12% interest, usually 12-18 month terms.
What Baily verifies before any SF Victorian match
Angi, HomeAdvisor, and most lead-generation platforms forward your project info to 8-12 contractors who paid for the lead. None of them verify CSLB status, none of them verify historic-district experience, none of them verify that the contractor has closed a comparable Victorian in the last 24 months.
Baily's pre-match checklist on any SF Victorian whole-home scope:
- CSLB license verification — active B or B-2 license, workers' comp on file, no suspensions or pending citations in the last 36 months. Verified via live CSLB lookup.9
- DBI permit history — at least 3 closed whole-home SF permits in the last 5 years, at least 1 in the last 18 months, with no open code enforcement violations on any prior project.
- Era match — the contractor has closed at least one Victorian or Edwardian project of comparable era (1850-1914) with comparable scope (full rewire + re-pipe + seismic + finishes).
- Landmark/Conservation District experience — if your parcel is in an Article 10 or 11 overlay, the contractor has at least one closed project inside a landmark or conservation district.
- EPA RRP certification — current certification for both the firm and the on-site supervisor.
- Asbestos contractor network — either holds a CSBC-regulated asbestos certification or has a named abatement sub-trade with current certification.
- Reference check — three references from closed SF Victorian clients in the last 24 months, with addresses Baily can verify against DBI records.
- Insurance — $2M general liability minimum, workers' comp current, and a builder's risk policy available for the project scope.
- Rent Ordinance experience (if tenant-occupied) — the contractor's PM has closed at least one §37.9(a)(11) project without a tenant-relocation dispute on record.
Fewer than 5% of San Francisco general contractors clear all nine checks for a whole-home Victorian. That is the difference between being sent to 12 strangers and being matched with 1 CSLB B who has actually done the work before.
Frequently asked questions
Does every SF Victorian need Planning Department discretionary review?
Not every one — only if your building sits inside an Article 10 Landmark District, an Article 11 Conservation District, is individually listed as a landmark, or is classified as a Category I-IV significant building. About 35-40% of pre-1914 SF residential parcels fall into one of those overlays. Even outside those overlays, any member of the public can file a discretionary review request on any permit during the posting period for $739, which triggers a Planning Commission hearing. The practical answer: if you are visibly altering the street-facing facade of a pre-1914 Victorian, assume Planning review and budget 3-9 additional months.
How much does it cost to replace knob-and-tube wiring in a full Victorian?
$25,000 to $60,000 in 2026 San Francisco pricing for a 2,000-sqft single-family Victorian, with fourplex or larger flats pushing toward $75,000. The cost is almost entirely labor — fishing modern romex through balloon-framed stud bays, patching plaster on both sides of every wall touched, and DBI inspections at rough-in and final. Pulling this work together with a whole-home renovation (walls already open for re-pipe or seismic) cuts the incremental rewire cost roughly in half because the labor overlaps.
Is asbestos abatement required or just disclosed?
Both, but they are separate obligations. Under California Labor Code §6501.9 and 8 CCR §1529, any pre-1981 structure requires a pre-demolition asbestos survey, and any friable asbestos-containing material must be abated by a Cal/OSHA-registered asbestos contractor before the work that would disturb it begins. Non-friable material (intact floor tile mastic under a second floor you are not removing) can sometimes be managed in place. Disclosure is separate — seller disclosure attaches at sale, and BAAQMD J-notification attaches at the abatement itself, filed at least 10 working days before work starts. In a whole-home scope, you are almost always abating, not just disclosing.
What's the difference between SF DBI OTC permits and full plan review?
Over-the-counter permits are for pre-approved simple scopes — water heater replacement, like-for-like window swap, interior non-structural work, electrical panel swap. Same-day or few-day turnaround, permit fees $500-$2,500. Full plan review is required for any structural work, any engineering, any whole-home renovation, any addition, any seismic retrofit, any exterior change in a landmark district. Plan review in 2026 is running 4-9 months at DBI with some projects hitting 12 months when Planning concurrent review attaches. Whole-home Victorian renovations always fall into full plan review. There is no OTC path for a gut renovation.
Can I pass Victorian renovation costs through to a rent-controlled tenant?
Almost never at the scale of a whole-home renovation. The SF Rent Ordinance allows a narrow "capital improvement passthrough" capped at approximately 5% of the base rent over the improvement's useful life, and most aesthetic or non-essential renovation work does not qualify at all. Structural, seismic, and life-safety improvements (rewire of K&T, re-pipe of failing galvanized, soft-story retrofit, cripple-wall bolting) are more likely to qualify, but the passthrough is still a fraction of the actual cost and is subject to Rent Board petition and tenant objection. Investors who assume a $600K renovation can be recovered through rent increases on a rent-controlled unit are operating on a misunderstanding of §37.9. The recovery mechanism is resale at a higher post-renovation market value, not rent.
Footnotes
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California Building Standards Commission, 2022 California Building Code, Chapter 7 (Fire-Resistance-Rated Construction) — fire-blocking requirements in concealed wall and floor spaces. https://www.dgs.ca.gov/BSC/Codes ↩
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California Contractors State License Board, license classification descriptions and lookup — C-10 Electrical Contractor, B General Building Contractor. https://www.cslb.ca.gov/Consumers/License_Lookup/ ↩
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U.S. Environmental Protection Agency, Renovation, Repair, and Painting (RRP) Rule, 40 CFR Part 745, Subpart E. https://www.epa.gov/lead/renovation-repair-and-painting-program ↩
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California Department of Industrial Relations, Division of Occupational Safety and Health, 8 CCR §1529 (Construction Asbestos Standard) and Labor Code §6501.9 (pre-1981 structure survey requirements). https://www.dir.ca.gov/title8/1529.html ↩
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Federal Emergency Management Agency, FEMA P-1100 Vulnerability-Based Seismic Assessment and Retrofit of One- and Two-Family Dwellings, and 2022 California Existing Building Code Appendix Chapter A3. https://www.fema.gov/emergency-managers/risk-management/earthquake/seismic-rehabilitation ↩
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San Francisco Planning Department, Planning Code Articles 10 and 11 — Preservation of Historical, Architectural and Aesthetic Landmarks. https://sfplanning.org/historic-preservation ↩
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San Francisco Department of Building Inspection, permit application and plan review procedures. https://sf.gov/departments/department-building-inspection ↩
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San Francisco Rent Board, Ordinance §37.9(a)(11) and annual relocation payment schedules. https://www.sf.gov/departments/rent-board ↩
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California Contractors State License Board, license lookup and disciplinary records. https://www.cslb.ca.gov/OnlineServices/CheckLicenseII/CheckLicense.aspx ↩
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Who is Baily?
Baily is named after Francis Baily — an English stockbroker who retired at 51, became an astronomer, and in 1836 described something on the edge of a solar eclipse that nobody had properly articulated before: a string of bright beads of sunlight breaking through the valleys along the moon’s rim.
He wasn’t the first to see them. Edmond Halley saw them in 1715 and barely noticed. Baily’s contribution was clarity — describing exactly what was happening, in plain language, so vividly that the whole field of astronomy paid attention. The phenomenon is still called Baily’s beads.
That’s what we wanted our AI to do. Every inbound call and text has signal in it — a homeowner’s real question, a timeline, a budget, a hesitation that means “yes but.” Baily listens to every one, 24/7, and finds the beads of light.
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