{
  "slug": "restoration",
  "name": "Restoration & Remediation",
  "in_level_book": false,
  "scores": {
    "resilience": 70.5,
    "leverage": 83.1,
    "trade_ai_score": 76.8,
    "quadrant": "race-to-modernize",
    "quadrant_label": "Race to Modernize",
    "quadrant_desc": "Big AI upside but exposed to disruption. Move now — the operators who modernize win.",
    "resilience_rel": 32.8,
    "leverage_rel": 100
  },
  "subscores": {
    "resilience": {
      "physical_core": 86,
      "disintermediation": 64,
      "entry_barrier": 66,
      "switching_cost": 56
    },
    "leverage": {
      "coordination_drag": 88,
      "operating_leverage": 86,
      "revenue_expansion": 74,
      "data_amplification": 80
    },
    "basis": "Emergency physical work, insurance-driven. Very high coordination drag (insurance docs, adjusters, closeout) + cash-cycle pain = large AI + operating-leverage upside. Low lock-in."
  },
  "research": {
    "labor": {
      "median_hourly_wage_usd": 24,
      "median_wage_source": "U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS) via O*NET OnLine - https://www.onetonline.org/link/summary/47-4099.00",
      "median_wage_year": "2025",
      "us_employment": 35000,
      "employment_source": "U.S. Bureau of Labor Statistics, Employment Projections - https://www.bls.gov/emp/tables/occupational-projections-and-worker-characteristics.htm",
      "projected_10yr_growth_pct": 4,
      "growth_source": "U.S. Bureau of Labor Statistics, Employment Projections (2024–2034) - https://www.bls.gov/emp/tables/occupational-projections-and-worker-characteristics.htm"
    },
    "market": {
      "industry_revenue_usd": 7200000000,
      "revenue_source": "IBISWorld, Damage Restoration Services in the US Industry Report, 2025, https://www.ibisworld.com/united-states/market-research-reports/damage-restoration-services-industry/",
      "revenue_year": "2025",
      "num_establishments": 62582,
      "establishments_source": "IBISWorld, Damage Restoration Services in the US Industry Report, 2025, https://www.ibisworld.com/united-states/market-research-reports/damage-restoration-services-industry/",
      "fragmentation_note": "The U.S. damage restoration industry is highly fragmented with low market share concentration, where no single company holds a market share greater than 5%. According to C&R Magazine's State of the Industry Report, 42.4% of restoration companies generate between $1M and $5M in annual revenue.",
      "fragmentation_source": "IBISWorld, Damage Restoration Services in the US Industry Report, 2025, https://www.ibisworld.com/united-states/market-research-reports/damage-restoration-services-industry/ and C&R Magazine, 2023 C&R State of the Industry Report, 2023, https://candrmagazine.com/2023-cr-state-of-the-industry-report/"
    },
    "economics": {
      "gross_margin_pct": 50,
      "gross_margin_source": "Restoration Industry Association (RIA) & KnowHow, 2024 Cost of Doing Business Report, https://magicplan.app/blog/cost-of-doing-business-restoration-report/",
      "net_margin_pct": 3.8,
      "net_margin_source": "Restoration Industry Association (RIA) & KnowHow, 2024 Cost of Doing Business Report (cited in C&R Magazine, 2026), https://candrmagazine.com/the-profit-illusion-why-100-an-hour-in-restoration-doesnt-mean-what-it-used-to/",
      "labor_pct_of_revenue": 50,
      "labor_pct_source": "Restoration Industry Association (RIA) & KnowHow, 2024 Cost of Doing Business Report (cited in C&R Magazine, 2026), https://candrmagazine.com/the-profit-illusion-why-100-an-hour-in-restoration-doesnt-mean-what-it-used-to/",
      "revenue_per_employee_usd": 250000,
      "rev_per_employee_source": "Gitnux Market Research, 2023 Restoration Industry Report, https://gitnux.org/restoration-industry-statistics/"
    },
    "cash_cycle": {
      "dso_days": 55.2,
      "dso_source": "CFMA Construction Financial Benchmarker (2024), https://cfma.org/benchmarker",
      "retainage_pct": 7.59,
      "retainage_source": "Levelset Construction Retainage Survey (2019), https://www.levelset.com/retainage/",
      "days_to_payment": 83,
      "days_to_payment_source": "Levelset National Construction Payment Report (2020), https://www.levelset.com/blog/national-construction-payment-report/",
      "cashflow_note": "88% of construction and specialty contractors report struggling with late payments, while only 12% report always getting paid on time. Slow payment problems reduce profit margins for 47% of contractors and delay projects for 33%.",
      "cashflow_source": "Levelset / Procore Construction Cash Flow & Payment Report (2022), https://www.levelset.com/blog/2022-construction-cash-flow-payment-report/"
    },
    "ai_exposure": {
      "ai_resistant_work": "Physical, hands-on tasks on job sites remain highly resistant to AI and automation due to the need for manual labor, spatial dexterity, and complex real-time physical assessments. Hard-to-replace physical tasks include water extraction, setting up structural drying equipment (dehumidifiers, air movers), constructing plastic containment zones and negative air pressure barriers, tearing out mold- or water-damaged drywall and flooring, soot wiping, chemical microbial spraying, and biohazard remediation. Additionally, on-site structural safety triage—such as evaluating gas, electrical, or structural stability risks in post-disaster environments—and providing face-to-face empathetic communication with traumatized property owners require human judgment and interpersonal skills.",
      "automatable_work": "Back-office, coordination, estimating, and documentation tasks are the most automatable functions in restoration. Key automatable areas include: (1) Estimating & Sketching: Converting smartphone photos, 360-degree scans, and thermal imagery into floor plans and line-item estimates mapped to Xactimate codes. (2) Compliance & Quality Pre-Audits: Cross-checking field documentation and drying logs against IICRC standards (S500 for water, S520 for mold) and carrier/TPA guidelines to catch missing photos or code errors before billing. (3) Field-to-Office Coordination & Scheduling: Automated dispatching, job route optimization, moisture log synchronization, and automated carrier status updates. (4) Knowledge Retrieval & Training: Providing field technicians with real-time, natural-language lookup of company SOPs and technical manuals.",
      "adoption_examples": "Documented adoption examples and studies in the trade include: (1) C&R Magazine & KnowHow State of the Restoration Industry Report (2025/2026), which surveyed restoration contractors and found over 84% embrace or are open to AI, with 67.5% using generative AI and 46.2% using industry-specific AI software—primarily targeting estimating/documentation (36%) and employee training (22%). (2) Encircle & Verisk Integration (2023), which introduced automated floor-plan sketch generation directly into Xactimate ESX files, cutting sketch turnaround to under 6 hours and eliminating manual drafting. (3) ATI Restoration Partnership with KnowHow (2025), where one of North America's largest disaster restoration companies deployed an AI knowledge assistant enterprise-wide to standardize onboarding, SOP lookups, and multilingual operational compliance. (4) Restoration Industry Association (RIA) Agentic AI Framework (2025), which highlights multi-agent AI systems (Model Context Protocol / Agent-to-Agent) orchestrating Safety, Moisture, and Claims workflows to pre-build site plans and triage field imagery.",
      "sources": [
        "C&R Magazine & KnowHow - State of the Restoration Industry Report (2025): https://www.stateofrestoration.com",
        "Restoration Industry Association - RIA AI Currents (2025): https://www.restorationindustry.org",
        "Cleaning & Restoration (C&R) Magazine - Encircle and Verisk Integration (2023): https://www.randrmagonline.com",
        "ATI Restoration - Press Release on KnowHow AI Deployment (2025): https://www.atirestoration.com",
        "TryKnowHow - AI in Property Restoration (2026): https://www.tryknowhow.com"
      ]
    },
    "ma_consolidation": {
      "consolidation_activity": "The US Restoration & Remediation trade is experiencing an aggressive private equity (PE) roll-up and consolidation wave. The market is highly fragmented—comprising roughly 15,000 independent operators, with the top five national brands representing less than 20% of total market share. Since 2018, PE sponsors have deployed billions into more than 50 distinct restoration platforms. Growth drivers include non-discretionary/recession-resistant demand, increasing severe weather and water/fire damage events, long-term carrier/Third-Party Administrator (TPA) relationships, and retiring founder demographics. Sponsors execute buy-and-build strategies by acquiring local/regional add-ons and centralizing back-office operations, technology, and insurance networks.",
      "typical_ebitda_multiple": "Typical EBITDA acquisition multiples range from 4x to 11x+ across the trade. Small, residential-focused, or single-territory operators trade between 4x and 6x EBITDA. Mid-sized regional businesses with steady TPA/insurance carrier program revenue typically receive 5x to 7x EBITDA. Scaled platforms with multi-state footprints, strong commercial accounts, and recurring service contracts command 7x to 11x+ EBITDA.",
      "multiple_source": "CT Acquisitions M&A Guide (2026, https://ctacquisitions.com), Capstone Partners Industrial & Environmental Services M&A Update (2025, https://capstonepartners.com), Hyde Park Capital Disaster Restoration Report (2023, https://hydeparkcapital.com), and ATI Restoration M&A Analysis (2024, https://atirestoration.com).",
      "notable_acquirers_or_deals": "1) ATI Restoration (TSG Consumer Partners): Acquired 15+ regional restoration operators between 2020 and 2024. 2) BluSky Restoration Contractors (Partners Group & Kohlberg & Company): Acquired 10+ businesses, including Allphase Restoration. 3) HighGround Restoration Group (Trivest Partners): Platform formed by Trivest that has completed 14+ add-ons (e.g., Water Out). 4) Blackmon Mooring / BMS CAT (AEA Investors): Completed 11+ add-on acquisitions since 2020. 5) Cotton Commercial USA (Sun Capital Partners): Acquired 24 Restore to expand regional reach. 6) Guardian Restoration Partners (Alpine Investors): Launched in April 2024 via the combination of DryLux Restoration, Dry Kings, and Midwest Restoration. 7) Insurcomm (Summit Partners): Growth investment completed in 2024. 8) FirstOnSite / FirstService Corporation (Publicly Traded - NASDAQ: FSV / TSX: FSV): Strategic consolidation including the buyout of PE-backed Global Restoration Holdings.",
      "sources": [
        "Private Equity Stakeholder Project (2024) - 'Private Equity Profits from Climate Disaster Cleanup', https://pestakeholder.org",
        "PE Hub (2024) - 'Private equity sees opportunities in restoration services', https://pehub.com",
        "Capstone Partners (2025) - 'Industrial & Environmental Services M&A Report', https://capstonepartners.com",
        "CT Acquisitions (2026) - 'Sell Your Restoration Business in 2026: Multiples, Named Buyers', https://ctacquisitions.com",
        "Hyde Park Capital (2023) - 'Disaster Restoration M&A Industry Report', https://hydeparkcapital.com",
        "ATI Restoration (2024) - 'M&A and Consolidation in the Disaster Restoration Industry', https://atirestoration.com",
        "Livingstone Partners (2019) - 'FirstService Acquires Global Restoration Holdings', https://livingstonepartners.com"
      ]
    },
    "tech_stack": {
      "dominant_fsm_software": "US Restoration & Remediation contractors rely heavily on trade-specific job management, estimating, and field documentation platforms rather than generic FSM software. Next Gear / CoreLogic's DASH holds approximately 40% market share among restoration firms generating over $1M annually. Verisk's Xactimate dominates estimating and pricing (used by 66% of contractors), while Encircle serves as the industry standard for on-site field documentation, photo evidence, and psychrometric moisture logging. Other widely used platforms include PSA (Canam Systems), Restoration Manager, Xcelerate, Albi, and JobNimbus.",
      "common_accounting_software": "QuickBooks (QuickBooks Desktop and QuickBooks Online) serves as the dominant accounting backbone for small-to-midsize restoration contractors. Larger, enterprise, multi-location, and private-equity-backed restoration firms typically transition to construction- and trade-specific ERP platforms like Sage (Sage 100 Contractor, Sage 300 Construction, and Sage Intacct) or Acumatica to manage job costing, WIP (Work in Progress) accounting, and multi-entity financial consolidation.",
      "adoption_or_integration_note": "According to a 2024 survey of 200 restoration contractors by the Restoration Industry Association (RIA), firms attempting to force generic field-service software into restoration work spend 8 to 15 hours weekly on manual workarounds due to integration gaps with field documentation and claims systems. Furthermore, industry data published in Restoration & Remediation Magazine indicates that contractors using specialized restoration platforms achieve 35% faster job completion times and 28% higher profit margins compared to those relying on generic software or spreadsheets.",
      "sources": [
        "Cleanfax, 'The 2026 Restoration Benchmarking Survey Report' (2026) - https://www.cleanfax.com",
        "Cleaning & Restoration (C&R) Magazine / KnowHow, 'C&R State of the Industry Report' (2024–2026) - https://candrmagazine.com",
        "Restoration Industry Association (RIA) & KnowHow, 'RIA Cost of Doing Business Report & Contractor Survey' (2024) - https://www.restorationindustry.org",
        "Restoration & Remediation (R&R) Magazine, 'Restoration Industry Tech Stack Benchmarks' (2025–2026) - https://www.randrmagonline.com",
        "Baker Tilly, 'Restoration at Crossroads: Scaling Smarter with Modern Financial Systems' (2025) - https://www.bakertilly.com"
      ]
    }
  },
  "market_structure": {
    "permits": [],
    "seasonality": [],
    "size_tiers": [],
    "top_states": []
  },
  "reputation": {
    "available": false,
    "note": "Insufficient public review-listing coverage to publish a reliable per-trade reputation aggregate."
  },
  "firmographics": {
    "available": true,
    "source": "Aggregated public business firmographic records (multi-source SMB dataset). Revenue/employee/age/employer-rating distributions per trade. Aggregate only; no individual company identified.",
    "n_companies": 18438,
    "revenue_usd": {
      "n": 5629,
      "p25": 5856665,
      "median": 10300000,
      "p75": 22734671,
      "p90": 47300000
    },
    "employees": {
      "n": 3364,
      "p25": 35,
      "median": 52,
      "p75": 96,
      "p90": 250
    },
    "founded_year_median": 2008,
    "employer_rating_avg": 3.66,
    "employer_rating_n": 3425,
    "top_states": [
      {
        "state": "ZUG",
        "n": 1
      }
    ]
  },
  "level_published": null,
  "comps": [
    {
      "ticker": "FTDR",
      "name": "Frontdoor, Inc.",
      "return_6m_pct": 6.8,
      "return_1y_pct": 20.5,
      "gross_margin_pct": 55.3,
      "ev_ebitda": 11.6,
      "market_cap_billions": 5.26
    }
  ]
}