Race to Modernize

Restoration & Remediation

Emergency physical work, insurance-driven. Very high coordination drag (insurance docs, adjusters, closeout) + cash-cycle pain = large AI + operating-leverage upside. Low lock-in.

76.8
Index score
70.5
AI-Resilience
83.1
AI-Leverage
$10.3M
Median revenue

The two axes

AI-Resilience

70.5
Physical/on-site coreHow much of the paid work requires hands-on, on-site skilled labor an AI agent cannot perform.
86
Disintermediation resistanceHow hard it is for an AI agent or platform to bypass the contractor and go direct.
64
AI-native entry barrierLicensing, trust, relationships, and physical presence that block AI-native new entrants.
66
Customer lock-inService agreements, recurring maintenance, and relationships that retain customers.
56

AI-Leverage

83.1
Coordination/back-office dragShare of cost/time in coordination, estimating, scheduling, billing — the work AI can orchestrate.
88
Operating-leverage step-changeMargin recoverable from mis-costed jobs, rework, billing lag, and cash trapped in open work.
86
Revenue expansionUpside from better bidding, pull-through, and new service lines AI can unlock.
74
Domain-data amplificationHow much the trade's proprietary job data compounds in value with AI (Level's core thesis).
80

Sub-score weights and definitions: methodology.

The research

Labor & workforce

Median Hourly Wage$24
Us Employment35,000
Projected 10yr Growth4%
Sources (4)
  • U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS) via O*NET OnLine -
  • 2025
  • U.S. Bureau of Labor Statistics, Employment Projections -
  • U.S. Bureau of Labor Statistics, Employment Projections (2024–2034) -

Market size & structure

Industry Revenue$7.2B
Num Establishments62,582

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.

Sources (3)
  • IBISWorld, Damage Restoration Services in the US Industry Report, 2025
  • 2025
  • IBISWorld, Damage Restoration Services in the US Industry Report, 2025, and C&R Magazine, 2023 C&R State of the Industry Report, 2023, https://candrmagazine.com/2023-cr-state-of-the-industry-report/

Unit economics

Gross Margin50%
Net Margin3.8%
Labor Pct Of Revenue50
Revenue Per Employee$250K
Sources (3)
  • Restoration Industry Association (RIA) & KnowHow, 2024 Cost of Doing Business Report
  • Restoration Industry Association (RIA) & KnowHow, 2024 Cost of Doing Business Report (cited in C&R Magazine, 2026)
  • Gitnux Market Research, 2023 Restoration Industry Report

Cash cycle

Dso Days55.2
Retainage7.59%
Days To Payment83

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%.

Sources (4)
  • CFMA Construction Financial Benchmarker (2024)
  • Levelset Construction Retainage Survey (2019)
  • Levelset National Construction Payment Report (2020)
  • Levelset / Procore Construction Cash Flow & Payment Report (2022)

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 (5)
  • C&R Magazine & KnowHow - State of the Restoration Industry Report (2025):
  • Restoration Industry Association - RIA AI Currents (2025):
  • Cleaning & Restoration (C&R) Magazine - Encircle and Verisk Integration (2023):
  • ATI Restoration - Press Release on KnowHow AI Deployment (2025):
  • TryKnowHow - AI in Property Restoration (2026):

M&A & 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.

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 (8)
  • CT Acquisitions M&A Guide (2026, ), 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).
  • Private Equity Stakeholder Project (2024) - 'Private Equity Profits from Climate Disaster Cleanup'
  • PE Hub (2024) - 'Private equity sees opportunities in restoration services'
  • Capstone Partners (2025) - 'Industrial & Environmental Services M&A Report'
  • CT Acquisitions (2026) - 'Sell Your Restoration Business in 2026: Multiples, Named Buyers'
  • Hyde Park Capital (2023) - 'Disaster Restoration M&A Industry Report'
  • ATI Restoration (2024) - 'M&A and Consolidation in the Disaster Restoration Industry'
  • Livingstone Partners (2019) - 'FirstService Acquires Global Restoration Holdings'

Technology 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 (5)
  • Cleanfax, 'The 2026 Restoration Benchmarking Survey Report' (2026) -
  • Cleaning & Restoration (C&R) Magazine / KnowHow, 'C&R State of the Industry Report' (2024–2026) -
  • Restoration Industry Association (RIA) & KnowHow, 'RIA Cost of Doing Business Report & Contractor Survey' (2024) -
  • Restoration & Remediation (R&R) Magazine, 'Restoration Industry Tech Stack Benchmarks' (2025–2026) -
  • Baker Tilly, 'Restoration at Crossroads: Scaling Smarter with Modern Financial Systems' (2025) -

Firmographics

Aggregated public business firmographic records (multi-source SMB dataset). Revenue/employee/age/employer-rating distributions per trade. Aggregate only; no individual company identified.

Companies analyzed18,438
Revenue (p25 / median / p75 / p90)$5.9M / $10.3M / $22.7M / $47.3M
Employees (p25 / median / p75)35 / 52 / 96
Median founding year2008
Avg employer rating3.66

Public-company validators

Public-equity comps as an external market-validation axis. Large scaled operators; read as an upper reference, not a typical private contractor.

Company1y returnGross marginEV/EBITDAMarket cap
Frontdoor, Inc. (FTDR)20.5%55.3%11.6$5.26B

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