Deeploy vs EZ-Estimates

AI Discovery and Onboarding

This feature provides the essential first step of governance: complete visibility. It allows organizations to discover, onboard, and manage every AI system from a single interface. By connecting to existing MLOps or GenAI platforms, it eliminates blind spots without forcing painful migrations. This creates a centralized inventory and documentation hub, which is the foundational layer for all subsequent governance and control activities, ensuring no AI system operates in the shadows.

Control Frameworks

Deeploy simplifies regulatory compliance by providing structured, guided workflows. Organizations can choose from default frameworks based on major standards like ISO 42001 and the NIST AI RMF, or build custom ones tailored to their specific needs. This feature helps teams classify AI system risk levels in minutes and establishes clear accountability through defined approval processes. It turns complex regulatory requirements into a manageable, straightforward path to compliance.

Control Implementation

This feature translates governance policies into enforceable, practical actions for engineering teams. It gives developers clear and actionable requirements for each AI system, avoiding vague guidelines. Compliance is accelerated by up to 90% through the use of pre-built templates and the automatic collection of audit evidence. Furthermore, it employs AI-powered assessments to handle repetitive compliance checks, making governance a seamless part of the development workflow.

Real-Time Monitoring

Proactive risk prevention is achieved through continuous, real-time monitoring of AI performance in production. The system provides instant alerts for critical issues like model drift, performance degradation, or output anomalies, allowing teams to act before users are impacted. It also adds crucial tracing and guardrails to protect Large Language Model (LLM) outputs, ensuring AI systems behave as intended and remain compliant with safety standards over time.

Voice-to-Estimate AI

This is the cornerstone feature. By tapping a microphone and describing a project in plain language, the EZ-AI engine processes the description and builds a complete, trade-specific estimate. It automatically calculates material quantities, applies labor rates, includes waste factors, and adds your preferred markup, delivering a professional bid in under a minute. This eliminates the need for complex spreadsheets and handwritten notes.

EZ-Takeoff Vision for Blueprints

This feature automates the manual and error-prone process of blueprint takeoff. You simply upload a plan, and the AI instantly identifies and measures walls, rooms, and fixtures. It supports both linear and area measurements, recognizes repeated patterns like outlets, and pushes all calculated dimensions directly into your material list with appropriate trade-based waste factors already applied.

EZ-Mapping for Satellite Measurement

Integrated with Google Maps, this tool allows you to measure roofs, driveways, and land areas remotely. You select any address, click vertices on the high-resolution satellite image, and get instant, accurate surface area and linear measurements. This drastically reduces the need for preliminary site visits, saving travel time and preventing field measurement errors.

All-in-One Project & Business Management

EZ-Estimates consolidates key business functions beyond estimating. It includes a client portal for sharing documents and obtaining e-signatures, interactive quotes with add-on options, Gantt chart scheduling, expense tracking with receipt OCR, progress invoicing, and real-time profit margin dashboards. This creates a single source of truth for each project from lead to completion.

Centralized AI Registry for Large Enterprises

Large organizations with AI scattered across different departments and vendors use Deeploy to create a single source of truth. This central registry provides executives and compliance officers with immediate oversight of all AI initiatives, documenting each system's purpose, risk classification, and owner. This foundational inventory is critical for audit readiness and strategic management of AI investments at scale.

Streamlining EU AI Act Compliance

Companies operating in or selling to the European Union leverage Deeploy to navigate the stringent requirements of the EU AI Act. The platform's guided workflows help them correctly classify their AI systems by risk level, implement the necessary controls, and automatically generate the documentation and evidence required to demonstrate compliance, significantly reducing legal and reputational risk.

Enabling Safe AI in Regulated Healthcare

Healthcare providers and technology firms, like mental health platform NiceDay, use Deeploy to deploy AI responsibly. The platform's explainability features and expert feedback loops are crucial for clinical settings. It allows professionals to understand AI-driven recommendations and provide oversight, ensuring patient safety and building the trust necessary to integrate AI into sensitive care pathways.

Accelerating Model Deployment with Governance

Data science and AI teams use Deeploy to accelerate their MLOps lifecycle while embedding governance from the start. The platform reduces model deployment time from weeks to hours while automatically applying the right monitoring and documentation controls. This gives technical teams the speed they need and provides non-technical stakeholders, like customer service or compliance, with the transparency they require.

For Residential Remodelers

A kitchen and bath remodeler can use Voice-to-Estimate while driving from a client meeting. By saying "200 sq ft of porcelain tile, custom 10-foot island with quartz countertop, and full cabinet refacing," they have a detailed quote ready to send before arriving at the next job site, impressing clients with speed and professionalism.

For Roofing Contractors

A roofing company utilizes EZ-Mapping to provide fast, accurate quotes. Instead of climbing a ladder for every estimate, they pull the satellite image of the property, trace the roof planes, and get an exact square footage calculation in minutes. This allows them to bid on more jobs per day with greater precision.

For General Contractors Bidding Large Projects

A GC bidding a new construction home uses EZ-Takeoff Vision on the architectural plans. The AI quickly measures all room areas for flooring, identifies wall lengths for drywall, and counts fixtures, populating a comprehensive bill of materials and labor estimate in a fraction of the traditional time.

For Trade Specialists (Electricians, Plumbers, etc.)

An electrician uses the software to create clear, interactive quotes. They can present a base price for standard wiring and use the add-on options feature to let the client easily select upgrades like additional outlets, smart switches, or EV charger installation, streamlining the sales process and increasing average job value.

Deeploy is a foundational AI governance platform designed to give organizations complete control over their artificial intelligence systems. At its core, the product addresses a fundamental business challenge: how to harness the power of AI for transformation while systematically managing its inherent risks. It provides the essential infrastructure that is often missing from modern AI stacks, moving companies from a state of fragmented, ungoverned AI deployment to one of centralized oversight and compliance. Deeploy is built for technology, healthcare, finance, and other sectors where AI is critical to operations and subject to strict regulations like the EU AI Act. Its primary value proposition is enabling businesses to scale their AI initiatives faster and with greater confidence by implementing clear governance, reducing operational risk, and building necessary trust through transparency and documentation.

EZ-Estimates is a comprehensive construction estimating software built from the ground up for contractors and tradespeople. It addresses the fundamental problem of time-consuming, manual estimating that cuts into profits and personal time. The core value proposition is simple: turn a spoken or typed project description into a fully detailed, professional estimate in under 60 seconds. This is powered by its proprietary EZ-AI, which understands trade-specific language to generate line items for materials, labor, and your markup. The platform is designed to be a complete business hub, moving beyond just estimates. It integrates AI-powered blueprint takeoff (EZ-Takeoff), satellite measurement for roofs and lots (EZ-Mapping), client portals, scheduling, expense tracking, and profit monitoring. Accessible via web, iOS, and Android, it allows contractors to create and send branded quotes from the job site instantly. Founded by a general contractor frustrated with losing evenings to paperwork, EZ-Estimates is built on the foundational principle of reclaiming billable hours and simplifying the essential task of quoting work.

What is AI governance and why is it important?

AI governance is the framework of policies, processes, and tools used to ensure AI systems are developed and used responsibly, ethically, and in compliance with regulations. It is important because as AI scales within an organization, the risks-scale too. Without governance, companies face potential legal penalties, reputational damage from AI failures, and operational inefficiencies. Governance draws the clear line between transformative innovation and unacceptable risk.

How does Deeploy handle different AI models and platforms?

Deeploy is designed for flexibility. It does not require you to migrate your existing AI models to a new platform. Instead, it connects to your current MLOps tools, cloud AI services, and GenAI platforms through integrations. This approach allows Deeploy to discover and onboard AI systems wherever they reside, providing a unified governance layer across your entire, diverse AI landscape without disrupting existing workflows.

Can Deeploy help with regulations beyond the EU AI Act?

Absolutely. While the EU AI Act is a key driver, Deeploy is built for a global regulatory environment. It includes default control frameworks based on international standards like ISO 42001 and the NIST AI Risk Management Framework. More importantly, it allows you to build custom control frameworks, meaning you can tailor the governance requirements to meet any regional, industrial, or internal corporate standard you need to follow.

Who within an organization should use Deeploy?

Deeploy serves multiple key roles. Compliance officers and risk managers use it to set policies and prove adherence. AI and engineering teams use it to understand and implement specific controls during development. Business leaders and product managers use the central registry and monitoring dashboards for oversight. Finally, auditors use the automated evidence trails for efficient reviews. It is a cross-functional platform for responsible AI scaling.

How accurate is the AI-generated estimate?

The AI is trained on vast datasets of construction projects and trade-specific knowledge. It applies standard material waste factors, regional labor rates, and your configured markup. While it provides a highly accurate and detailed starting point, it is designed for a contractor to review and adjust. You remain in full control to edit any line item before sending the final quote to the client.

What trades does EZ-Estimates support?

The platform is built to support over 16 different trades, including general contracting, roofing, deck building, flooring, painting, electrical, plumbing, HVAC, and landscaping. The AI understands the unique material and labor requirements for each specialty, ensuring the generated estimates are relevant and detailed.

Can I use it completely offline?

Core estimating functions, especially those requiring AI processing like Voice-to-Estimate or blueprint takeoff, require an internet connection. However, once projects are created, you can access client details, review estimates, and work on schedules within the mobile app with limited connectivity, syncing data once you are back online.

Is my data and pricing secure?

Yes. EZ-Estimates employs enterprise-grade security including data encryption. Your pricing, markup formulas, client lists, and project details are your confidential business information. The system is designed so that your proprietary cost data is never used to train public AI models or shared with other users.

Deeploy is a specialized software platform in the AI governance and business intelligence category. It helps organizations manage the compliance, risk, and oversight of their artificial intelligence systems, ensuring they meet regulatory standards like the EU AI Act. Users may explore alternatives for several common reasons. These can include budget constraints, the need for different or more niche features, or a requirement for a platform that integrates with a specific existing technology stack. The search for the right tool is a normal part of the software evaluation process. When choosing an alternative, focus on core needs. Key considerations should be the platform's ability to provide visibility into all AI models, support for relevant compliance frameworks, and features for implementing real controls. The goal is to find a solution that turns governance from a concept into an enforceable, operational practice.

EZ-Estimates is AI-powered construction estimating software. It helps contractors create detailed project quotes quickly by using voice or text descriptions, moving them away from slow manual methods like spreadsheets. Contractors may look for different software for various reasons. This could be due to budget constraints, needing a different set of specific features, or requiring software that integrates with other tools they already use. The right fit depends on a business's unique workflow and growth stage. When evaluating alternatives, focus on core needs. Consider the primary function, such as estimating accuracy or project management. Assess the total cost, ease of use on your preferred devices, and the quality of customer support. The goal is to find a tool that saves time and increases profit without unnecessary complexity.