Developer docs
API playgroundTry for free, no card

Search company profiles

Togal.AI

Full company profile

uuid0000igh

Namestring
Togal.AI
Legal namestring
Togal.AI, Inc.
Websiteurl
togal.ai
Company typeenum
Private
Founded yearint
2019
Descriptiontext

Togal.AI is a Miami, Florida-based construction technology company incorporated in Delaware and founded in 2019 by Patrick E. Murphy, a former U.S. Congressman returning to his family's construction business. The company builds cloud-based, AI-powered takeoff software that automatically detects, measures, and classifies elements directly from architectural drawings and reflected ceiling plans, reporting up to 98% accuracy on floor plans and runtimes as short as 12 minutes per full review. Its proprietary models are trained on a curated dataset of more than 100,000 construction drawings labeled by architects and engineers, and the platform layers additional AI capabilities including Togal.CHAT (a conversational interface for generating RFIs, change orders, and proposals), AI Image Search, AI Text Search, Pattern Search, Auto-Naming, and a 3D Tool added in April 2025. The product is protected by five issued U.S. patents with six pending, covering AI methods for takeoff, change analysis, and code-based building metrics, and is SOC 2 Type II compliant to support enterprise deployment.

Togal.AI monetizes through an annual SaaS subscription model with transparent pricing on its website and quote-based enterprise multi-license packages that offer volume discounts, supported by direct enterprise field sales, inside sales, self-serve signup, free trials, and free access for college students nationwide. GTM motion is multi-channel: sales-led for enterprise general contractors and developer clients, complemented by product-led self-serve for specialty trades, plus heavy event presence at BuiltWorlds, AGC, Big 5 Global, Venture Atlanta, and Valencia Digital Summit. Documented integrations with ServiceTitan for field service operations and Zebel for cost estimating extend the platform into adjacent preconstruction workflows. Customer base spans large enterprise general contractors (Clark Construction, DPR Construction, Choate, Consigli, Christman, Coastal Construction), real estate developers (NRP Group, UrbanCore, StreetLights Residential), and specialty trade contractors across painting, flooring, drywall, electrical, plumbing, mechanical, glazing, and landscaping.

The company raised a $7M SAFE offering filed via SEC Form D in December 2022 and a $5M pre-Series A SAFE round in 2023 at a $50M valuation cap, and reported $2.2M in 2023 revenue alongside 940% YoY growth. With a current team of approximately 11-50 employees and a stated hiring spree planned for 2026, Togal.AI is investing aggressively in product expansion and go-to-market scaling across the U.S. construction technology market.

Short descriptiontext

Togal.AI is a Miami-based construction technology company that builds AI-powered takeoff software trained on 100,000+ proprietary drawings, serving construction estimators, general contractors, real estate developers, and specialty trade contractors through annual SaaS subscriptions and enterprise multi-license packages.

Operating statusenum
Operating
Ownership categoryenum
Headcount rangeband
11–50
akta.pro rankint
HeadquartersMiami, United States
HQ citystring
Miami
HQ countrystring
United States
HQ regionstring
North America
Markets served

Serves global market

Offices1 record

Each record includes

City, Country, Type, Description, Source

Keyword5 values
construction takeoff software, AI estimating software, construction preconstruction, blueprint measurement tools, construction cost estimation
Industry1 code
1Industrial Automation Software (SCADA, HMI, MES, Historian)
CodeIMAHAHAJPrimaryYes
SIC code1 code
  • Services-Prepackaged Software7372
Product category
Construction Takeoff Software
Social media profiles2 records
GTM motion4 records

Each record includes

Type, Description, Source

Revenue model2 records
1SaaS Subscription
TypeSubscription Recurring
Description

Subscription-based access to Togal.AI's cloud-based construction takeoff software. Subscriptions automatically renew upon expiration unless 30 days written notice is provided. Supports single-user and multi-user enterprise arrangements.

togal.ai
2Multi-License Enterprise Packages
TypeSubscription Recurring
Description

Volume discounts available for multiple licenses. Enterprise solutions customized to individual company needs.

togal.ai
Marketing channels8 records

Each record includes

Title, Type, Stage, Description, Source

Distribution channels4 records

Each record includes

Title, Type, Scope, Target buyer, Description, Source

Cost components5 values
Technology or R&D, Personnel, Marketing or Sales, Infrastructure, Operations
Pricing details2 tiers
1Standard Subscription
ModelSubscriptionBilling cadenceAnnual
Notes

Transparent pricing outlined on pricing page. Quote-based for enterprise solutions with custom packages.

togal.ai
2Multi-License Enterprise
ModelSubscriptionBilling cadenceAnnual
Notes

Volume discounts available for multiple licenses. Contact sales team for multi-pack pricing.

togal.ai
GTM typeB2B
B2B
Offering typeSoftware
Software
Core offering1 text field

Togal.AI builds cloud-based, AI-powered construction takeoff software that automatically detects, measures, and classifies elements directly from architectural drawings and PDFs, replacing manual quantity-surveying workflows. The platform combines proprietary computer-vision models trained on 100,000+ construction drawings with a manual takeoff toolset and Togal.CHAT, a conversational interface that lets users query plans and generate RFIs, change orders, and proposals.

Differentiator
Functional benefit
Problem solved
Quantifiable outcome1 of 10 values shown
  • 5x faster project takeoffs compared to traditional methods
+9 more records
Product overview1 text field

Togal.AI offers a unified AI-powered construction takeoff platform that combines automated plan recognition with comprehensive manual takeoff tools. The core Togal platform serves as the central product, with key AI features including Togal.CHAT (conversational AI interface for talking to plans), Togal Button (automated linear/area takeoff), AI Image Search (visual object detection), and AI Text Search (text-based plan analysis). The platform is cloud-based, enabling real-time collaboration among team members. Specialized trade-specific capabilities cover painting & wallpaper, drywall, electrical, furniture/fixtures/equipment, general contracting, glazing/windows/doors, landscaping, mechanical, painting, plumbing, and other construction trades. The product supports all major file formats (PDF, JPEG, PNG, TIFF) and integrates with Service Titan and Zebel. Togal.AI has secured 5 U.S. patents with 6 more pending covering AI systems for construction takeoff, change analysis, and code compliance.

Product and service1 record
1Togal
CategoryConstruction Estimating Software
Description

AI-powered cloud-based construction takeoff software that automatically detects, measures, and compares elements from construction drawings with up to 98% accuracy, built for professional construction estimators and contractors.

Scale indicator12 records

Each record includes

Type, Value, Description, Source

Partnership2 partners
Strategic tierCoreTypeTechnology or Integration
Description

ServiceTitan integration available for electrical contractors and field service management workflows. Togal.AI's AI estimating software integrates with ServiceTitan for enterprise dispatch-based operations.

Strategic tierCoreTypeTechnology or Integration
Description

Zebel cost estimating tool integration with Togal.AI enables UrbanCore to leverage historical cost data alongside AI-powered takeoff. The integration reduced errors, accelerated workflows, and eliminated redundancies for the project team.

Recent move6 records

Each record includes

Date, Type, Title, Description, Source

Expansion highlight6 records

Each record includes

Type, Description

Peers10 records
TypeDirect peer
Description

Direct competitor in construction takeoff, markup, and collaboration. Named by Togal.AI as a primary competitor on its comparison pages; serves similar GC and specialty trade customers.

TypeDirect peer
Description

Direct peer in on-screen takeoff and estimating for trades and GCs. Togal.AI explicitly runs comparison pages against PlanSwift, indicating identical target persona and use case.

TypeDirect peer
Description

Established takeoff tool benchmarked against Togal.AI in a University of Kansas study, where Togal.AI was 76% faster. Same product category and customer base.

TypeDirect peer
Description

Cloud-based takeoff and estimating platform for GCs and specialty trades. Same SaaS delivery model, same buyer (estimators), and overlapping feature set including cloud collaboration.

TypeBroad incumbent
Description

Larger construction management platform with preconstruction/estimating modules. Competes indirectly via integrated takeoff and has the scale and capital to embed AI takeoff natively.

TypeBroad incumbent
Description

Broad incumbent offering BIM-driven takeoff and quantity extraction within a wider AEC portfolio. Could neutralize AI takeoff differentiation through bundling with Revit and BIM 360.

TypeEmerging player
Description

Cloud takeoff/estimating software focused on small-to-mid residential builders. Overlaps with Togal.AI's SMB and mid-market segments but with a residential trade focus.

TypeBroad incumbent
Description

Parent of PlanSwift and broader bid/estimating data platform. Competes via its PlanSwift takeoff tool as well as project bidding data, offering a fuller preconstruction suite than Togal.AI.

TypeEmerging player
Description

Construction management and estimating platform for SMB contractors. Partial overlap with Togal.AI's takeoff use case among trade contractors.

TypeEmerging player
Description

Construction project management and estimating software with takeoff features. Targets similar SMB and mid-market trade and GC segments, particularly in international markets.

Market position
Strengths5 records

Each record includes

Headline, Details, Source

Weaknesses5 records

Each record includes

Headline, Details, Source

Competitive moat5 records

Each record includes

Type, Details

Key risks6 records

Each record includes

Headline, Details, Source

Key highlights7 records

Each record includes

Headline, Details, Source

Customer concentration

Classification, Details

Named customers26 records

Each record includes

Name, Industry, Type, Use case, Source, UUID

Segment5 records

Each record includes

Title, Type, Primary, Description, Pain point addressed, Use case, Source

Ideal customer profile2 records

Each record includes

Profile, Firmographic size, Sales motion, Sales cycle length, Buying structure, Purchase trigger, Buyer persona, Geography, Industry vertical, Primary use case, Description, Pain points, Evidence proof points, Target buyer

Technology focused
Yes
API detail
Has APIbool
Yes

Docs URL, Description

Integration2 records

Each record includes

Title, Type, Description, Source

AI capability8 records

Each record includes

Type, Description, Source

AI maturity
App detail

Has app

Feature9 records

Each record includes

Title, Differentiator, Description, Source

Core technology
Revenue estimate
Valuation estimate
Number of profiles
Profiles4 records

Each record includes

Name, Designation, Designation category, Overview, Profile commentary, Source

No data
Compliance1 record

Each record includes

Name, Class, Description

Funding overview

Funding stage, Last funding date, Total funding USD

Funding rounds4 records

Each record includes

Round, Amount USD, Date, Pre money valuation, Total investors, Investors, News

Investors3 records

Each record includes

Name, Type, Date of entry, Rounds participated, Website

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Each record includes

Name, Acquisition type, Announced date, Completed date, Status, Website, News

Investment

Each record includes

Name, Round, Announced date, Lead investor, Website, News

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Togal.AI

Construction Takeoff Softwaretogal.ai

Togal.AI is a Miami-based construction technology company that builds AI-powered takeoff software trained on 100,000+ proprietary drawings, serving construction estimators, general contractors, real estate developers, and specialty trade contractors through annual SaaS subscriptions and enterprise multi-license packages.

What Togal.AI does

Togal.AI is a Miami, Florida-based construction technology company incorporated in Delaware and founded in 2019 by Patrick E. Murphy, a former U.S. Congressman returning to his family's construction business. The company builds cloud-based, AI-powered takeoff software that automatically detects, measures, and classifies elements directly from architectural drawings and reflected ceiling plans, reporting up to 98% accuracy on floor plans and runtimes as short as 12 minutes per full review. Its proprietary models are trained on a curated dataset of more than 100,000 construction drawings labeled by architects and engineers, and the platform layers additional AI capabilities including Togal.CHAT (a conversational interface for generating RFIs, change orders, and proposals), AI Image Search, AI Text Search, Pattern Search, Auto-Naming, and a 3D Tool added in April 2025. The product is protected by five issued U.S. patents with six pending, covering AI methods for takeoff, change analysis, and code-based building metrics, and is SOC 2 Type II compliant to support enterprise deployment.

Togal.AI monetizes through an annual SaaS subscription model with transparent pricing on its website and quote-based enterprise multi-license packages that offer volume discounts, supported by direct enterprise field sales, inside sales, self-serve signup, free trials, and free access for college students nationwide. GTM motion is multi-channel: sales-led for enterprise general contractors and developer clients, complemented by product-led self-serve for specialty trades, plus heavy event presence at BuiltWorlds, AGC, Big 5 Global, Venture Atlanta, and Valencia Digital Summit. Documented integrations with ServiceTitan for field service operations and Zebel for cost estimating extend the platform into adjacent preconstruction workflows. Customer base spans large enterprise general contractors (Clark Construction, DPR Construction, Choate, Consigli, Christman, Coastal Construction), real estate developers (NRP Group, UrbanCore, StreetLights Residential), and specialty trade contractors across painting, flooring, drywall, electrical, plumbing, mechanical, glazing, and landscaping.

The company raised a $7M SAFE offering filed via SEC Form D in December 2022 and a $5M pre-Series A SAFE round in 2023 at a $50M valuation cap, and reported $2.2M in 2023 revenue alongside 940% YoY growth. With a current team of approximately 11-50 employees and a stated hiring spree planned for 2026, Togal.AI is investing aggressively in product expansion and go-to-market scaling across the U.S. construction technology market.

Togal.AI firmographics

Firmographics
Name
Togal.AI
Legal name
Togal.AI, Inc.
Website
https://togal.ai
Company type
Private
Founded year
2019
Operating status
Operating
Headcount range
11–50 employees
Short description
Togal.AI is a Miami-based construction technology company that builds AI-powered takeoff software trained on 100,000+ proprietary drawings, serving construction estimators, general contractors, real estate developers, and specialty trade contractors through annual SaaS subscriptions and enterprise multi-license packages.
Ownership category
akta.pro rank

Togal.AI industry classification

Industry
Product category
Construction Takeoff Software
SIC
Services-Prepackaged Software (7372)
akta.pro primary industry
Industrial Automation Software (SCADA, HMI, MES, Historian) (IMAHAHAJ)

Keywords

  • Construction takeoff software
  • AI estimating software
  • Construction preconstruction
  • Blueprint measurement tools
  • Construction cost estimation

Where Togal.AI is headquartered

Location

Headquarters

HQ city
Miami
HQ country
United States
HQ region
North America

Offices1 record

Markets served

Togal.AI business model

Business model
GTM type
B2B
Offering type
Software
Cost components
Technology or R&D, Personnel, Marketing or Sales, Infrastructure, Operations

Revenue model

  1. SaaS Subscription: Subscription-based access to Togal.AI's cloud-based construction takeoff software. Subscriptions automatically renew upon expiration unless 30 days written notice is provided. Supports single-user and multi-user enterprise arrangements.
  2. Multi-License Enterprise Packages: Volume discounts available for multiple licenses. Enterprise solutions customized to individual company needs.

Pricing tiers

ModelBillingPrice
SubscriptionAnnualStandard Subscription
SubscriptionAnnualMulti-License Enterprise

Go-to-market motion4 records

Distribution channels4 records

Marketing channels8 records

Togal.AI product offering

Product offering

Core offering

Togal.AI builds cloud-based, AI-powered construction takeoff software that automatically detects, measures, and classifies elements directly from architectural drawings and PDFs, replacing manual quantity-surveying workflows. The platform combines proprietary computer-vision models trained on 100,000+ construction drawings with a manual takeoff toolset and Togal.CHAT, a conversational interface that lets users query plans and generate RFIs, change orders, and proposals.

Product overview

Togal.AI offers a unified AI-powered construction takeoff platform that combines automated plan recognition with comprehensive manual takeoff tools. The core Togal platform serves as the central product, with key AI features including Togal.CHAT (conversational AI interface for talking to plans), Togal Button (automated linear/area takeoff), AI Image Search (visual object detection), and AI Text Search (text-based plan analysis). The platform is cloud-based, enabling real-time collaboration among team members. Specialized trade-specific capabilities cover painting & wallpaper, drywall, electrical, furniture/fixtures/equipment, general contracting, glazing/windows/doors, landscaping, mechanical, painting, plumbing, and other construction trades. The product supports all major file formats (PDF, JPEG, PNG, TIFF) and integrates with Service Titan and Zebel. Togal.AI has secured 5 U.S. patents with 6 more pending covering AI systems for construction takeoff, change analysis, and code compliance.

Differentiator

Problem solved

Functional benefit

Products and services

  • Togal AI-powered cloud-based construction takeoff software that automatically detects, measures, and compares elements from construction drawings with up to 98% accuracy, built for professional construction estimators and contractors.

Quantifiable outcome

  • 5x faster project takeoffs compared to traditional methods
  • +9 more outcomes

Companies that use Togal.AI

Customer profile

Named customers26 records

Segments5 records

Ideal customer profiles2 records

Togal.AI technology and API

Technology

Technology focussed Yes

API detail

Has API
Yes
API docs
API detail

Core technology

AI maturity

App detail

Integration2 records

AI capability8 records

Feature9 records

Togal.AI partnerships and signals

Strategic signal

Partnerships

Two partnerships are on record, tiered core.

  • ServiceTitancoreTechnology or IntegrationServiceTitan integration available for electrical contractors and field service management workflows. Togal.AI's AI estimating software integrates with ServiceTitan for enterprise dispatch-based operations.
  • ZebelcoreTechnology or IntegrationZebel cost estimating tool integration with Togal.AI enables UrbanCore to leverage historical cost data alongside AI-powered takeoff. The integration reduced errors, accelerated workflows, and eliminated redundancies for the project team.

Scale indicators12 records

Recent moves6 records

Expansion highlights6 records

Togal.AI competitors and assessment

Company assessment

Direct peers

  • Bluebeam (Nemetschek): Direct competitor in construction takeoff, markup, and collaboration. Named by Togal.AI as a primary competitor on its comparison pages; serves similar GC and specialty trade customers.
  • PlanSwift (ConstructConnect): Direct peer in on-screen takeoff and estimating for trades and GCs. Togal.AI explicitly runs comparison pages against PlanSwift, indicating identical target persona and use case.
  • Onscreen Takeoff (OST): Established takeoff tool benchmarked against Togal.AI in a University of Kansas study, where Togal.AI was 76% faster. Same product category and customer base.
  • STACK Construction Technologies: Cloud-based takeoff and estimating platform for GCs and specialty trades. Same SaaS delivery model, same buyer (estimators), and overlapping feature set including cloud collaboration.

Broad incumbents

  • Procore: Larger construction management platform with preconstruction/estimating modules. Competes indirectly via integrated takeoff and has the scale and capital to embed AI takeoff natively.
  • Autodesk Construction Cloud: Broad incumbent offering BIM-driven takeoff and quantity extraction within a wider AEC portfolio. Could neutralize AI takeoff differentiation through bundling with Revit and BIM 360.
  • ConstructConnect: Parent of PlanSwift and broader bid/estimating data platform. Competes via its PlanSwift takeoff tool as well as project bidding data, offering a fuller preconstruction suite than Togal.AI.

Emerging players

  • Buildxact: Cloud takeoff/estimating software focused on small-to-mid residential builders. Overlaps with Togal.AI's SMB and mid-market segments but with a residential trade focus.
  • JobTread: Construction management and estimating platform for SMB contractors. Partial overlap with Togal.AI's takeoff use case among trade contractors.
  • BrickControl: Construction project management and estimating software with takeoff features. Targets similar SMB and mid-market trade and GC segments, particularly in international markets.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

Togal.AI social profiles

Digital presence

Togal.AI compliance and trust

Trust signal

Compliance1 record

Togal.AI financial estimates

Financial estimate

Revenue estimate

Valuation estimate

Togal.AI leadership team

Management profile

Number of profiles

Profiles4 records

Togal.AI funding detail

Funding detail

Funding overview

Funding rounds4 records

Investors3 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

Togal.AI M&A and investment

M&A and investment

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Togal.AI

What does Togal.AI do?

Togal.AI builds cloud-based, AI-powered construction takeoff software that automatically detects, measures, and classifies elements directly from architectural drawings and PDFs, replacing manual quantity-surveying workflows. The platform combines proprietary computer-vision models trained on 100,000+ construction drawings with a manual takeoff toolset and Togal.CHAT, a conversational interface that lets users query plans and generate RFIs, change orders, and proposals.

Is Togal.AI a public or private company?

Togal.AI is a private company. It is classified as venture growth investor backed and is currently operating.

When was Togal.AI founded?

Togal.AI was founded in 2019. It employs 11 to 50 people.

Where is Togal.AI based?

Togal.AI is headquartered in Miami, United States, in the North America region.

How does Togal.AI make money?

Two revenue lines are on record. SaaS Subscription is the primary driver. The others are multi-License Enterprise Packages.

Who are Togal.AI's main competitors?

Direct peers on record are Bluebeam (Nemetschek), PlanSwift (ConstructConnect), Onscreen Takeoff (OST) and STACK Construction Technologies. Broad incumbents are Procore, Autodesk Construction Cloud and ConstructConnect. Emerging players are Buildxact, JobTread and BrickControl.

Does Togal.AI have an API?

Yes. Togal.AI offers an API. When asked about API availability in their FAQ, they direct users to contact their support team or book a demo for more information about the API.

What industry is Togal.AI in?

Togal.AI's product category is Construction Takeoff Software. Its primary akta.pro industry code is IMAHAHAJ, Industrial Automation Software (SCADA, HMI, MES, Historian). Its SIC code is 7372.

Unlock the full company data

50 free credits on sign-up, no credit card required.

Contact sales
Live signals
Digital JournalNew benchmark exposes AI’s difficulty with reading construction blueprintsTogal.AI's benchmark tests AI on construction blueprint tasks, with ChatGPT and Claude scoring 2-34% accuracy. The benchmark covers 33 real-world tasks, including measuring balconies, and highlights a gap between conversational AI and precise visual analysis. The results have not been independently validated.Refresh MiamiTogal.AI is building. Lightning Capital is backing it. Both are betting on Miami.Togal.AI, a Miami construction tech firm, has 97 of the 400 largest U.S. contractors as customers and over 32 million labeled plans. Lightning Capital backed it in 2024, and Togal is using AI to automate construction estimating and predict building details. The company aims to compress months of work into minutes.HomepageAI is Your New Power ToolIndustry experts at the BEC Conference discussed the strategic integration of AI tools into construction and glazing processes, emphasizing that AI will augment human judgment rather than replace jobs. Companies such as Togal.AI are providing software solutions, while firms like Barringer Construction are developing internal tools to automate repetitive tasks and improve bidding efficiency.MyquoteiqBest AI Estimating Software for Electrical Contractors (2026)This 2026 buyer's guide ranks six AI estimating software platforms for electrical contractors across two distinct workflows: service electricians quoting from job descriptions and commercial contractors bidding from blueprints. QuoteIQ ranks highest for service electricians at $29.99/month with bundled field service management, while McCormick Systems wins for commercial bid takeoff with its 55,000+ item database and NECA labor units. The guide includes Trimble AccuBid Anywhere for enterprise cloud collaboration, STACK for cloud-native mid-market takeoff, Togal.AI for pure AI plan recognition (76% faster per a Kansas University study), and ServiceTitan for enterprise dispatch-based operations. The article presents ROI analysis suggesting AI estimating can recover 5 hours per week in admin labor and improve lead conversion by compressing quote turnaround from hours to minutes.Robotics & Automation News6 AI Construction Estimating Software Tested on Complex Project AccuracyA review tested six AI-powered construction estimating platforms on accuracy, speed, ease of use, integrations, and cost using a complex multi-discipline project pack as the benchmark. InEight Estimate achieved the highest accuracy with a 1.8% total error rate, while Togal.AI recorded the fastest full-plan take-off at 12 minutes, cutting manual effort by approximately 90%. The review found that all six platforms performed within acceptable error ranges, with STACK and Procore excelling on accessibility and integrations respectively, and Kreo offering the strongest BIM workflow support.AI CERTsHow AI-Driven Interior Cost Estimation Tools Reshape BiddingConstruction contractors are increasingly adopting AI-driven interior cost estimation tools to automate preconstruction work amid estimator shortages and margin pressures. Market research projects the construction estimating software market could reach $2.62 billion by 2030, with 44 percent of contractors planning higher AI budgets within two years. Case studies such as Coastal Construction's Togal.AI deployment report significant time savings of 10,000 estimator hours annually, though industry observers note that governance and human oversight remain essential for reliable outcomes.American City Business JournalsMiami AI startup Togal AI plans to add 100 jobsA South Florida startup, Togal AI, which utilizes artificial intelligence for construction companies, is planning to add 100 jobs by 2026. This expansion reflects the company’s growth and commitment to enhancing its workforce in the AI sector. Such job creation can contribute to local economic development in the area.TogalBid ManagementThe article provides a comprehensive overview of bid management in the construction industry, detailing the lifecycle from solicitation to project delivery and outlining common challenges such as inaccurate takeoffs and risk mismanagement. It highlights best practices for general contractors, including leveraging technology like Togal.AI to improve efficiency and accuracy in the bidding process. The text serves as an educational guide on optimizing bid-hit ratios and maintaining financial stability through effective pipeline management.YouTubeTogalAIThe provided text is a promotional snippet from the TogalAI YouTube channel describing its construction takeoff tool. The content highlights that the software, built by estimators for estimators, claims to reduce takeoff times by up to 80% to help companies win more business. This appears to be boilerplate or metadata rather than a substantive news report.IbeamTogal.AI vs Beam AI: AI Takeoff ComparisonThe article compares two AI-driven takeoff software solutions, Beam AI and Togal.AI, highlighting their respective strengths in automating preconstruction processes. Beam AI is noted for its comprehensive automation and capability to interpret complex specifications, while Togal.AI is praised for its speed and efficiency in simpler takeoffs. The decision between the two software solutions is influenced by the specific needs of the estimating team and the complexity of the projects they handle.