Markovate

What Markovate does

Markovate specializes in building production-ready AI solutions for companies working with engineering drawings, technical documents, and regulated data. They offer custom AI development, Generative AI, Agentic AI, Conversational AI, and Computer Vision solutions. Their services span from early consulting to full production deployment, with a focus on delivering measurable ROI. They are ISO 9001:2015 & ISO/IEC 27001:2022 certified, ensuring quality and security, and provide on-premise and air-gapped deployment options for regulated industries. Markovate has delivered over 300 AI solutions, emphasizing integration with existing workflows and data.

Products

• CADIAM™A blueprint intelligence platform that powers AI Blueprint Classifier.
• AI Blueprint ClassifierExtracts BOMs, GD&T callouts, and component data from CAD drawings automatically, replacing manual estimation with structured output. Built for manufacturing and construction teams.
• AI Plan Review SolutionStreamlines building approvals by automatically digitizing and analyzing plan sets, flagging code violations, missing documentation, and inconsistencies. Includes automated AI permit check and reporting.
• Agentic AI AssistantA self-hosted, end-to-end conversational agentic AI assistant that automates workflows, integrates seamlessly, and runs headless. It turns requests into actions, performs intelligent knowledge search, and supports multi-agent orchestration.
• Generative AI DevelopmentAutomates content, decisions, and workflows with AI tailored to specific use cases and trained on proprietary data.
• Agentic AI DevelopmentDevelops AI that acts autonomously for tasks like approvals, scheduling, and operations.
• Conversational AICustomer and employee-facing AI that understands context, reduces support load, and strengthens retention.
• Computer Vision SolutionsTurns images and video into decisions for applications like quality control and asset inspection.
• Product Design and Simulation SolutionsStreamlines design processes, automates repetitive tasks, and enables complex simulations for manufacturing companies.
• AI-Powered 3D PrintingOptimizes material use, accelerates production cycles, and enables precise, customizable outputs in manufacturing.
• Automated Quotation & Price ForecastingAutomates quotations and price forecasting using AI to analyze costs and market trends.
• Supply Chain OptimizationOptimizes supply chain processes through AI.
• Documentation IntelligenceAI solutions for healthcare documentation.
• Medical Imaging IntelligenceAI solutions for medical imaging.
• Personalized TreatmentAI-driven personalized treatment recommendations in healthcare.
• Medical Claims ProcessingAutomated medical coding and claims processing for healthcare providers.
• Virtual Health AssistantsAI-powered virtual assistants for healthcare.
• Fraud Detection & Security (Healthcare)AI solutions for fraud detection and security in healthcare.
• Patient Data AnalyticsAI-driven analytics for patient data.
• Clinical Decision SupportAI tools to support clinical decision-making.
• Medical Research SupportAI solutions to support medical research.
• Automated Claims Processing (Insurance)AI solutions to streamline insurance claims.
• Customer Service Chatbots (Insurance)AI chatbots for insurance customer service.
• Personalized Insurance PlanningAI-driven personalized insurance planning.
• Policy Document GenerationAI solutions for generating insurance policy documents.
• Predictive Analytics (Insurance)AI-driven predictive analytics for insurance.
• Risk Assessment and Underwriting (Insurance)AI solutions for risk assessment and underwriting in insurance.
• Fraud Detection and Prevention (Insurance)AI solutions for fraud detection and prevention in insurance.
• Claims Damage AssessmentAI solutions for assessing claims damage.
• Customer Upsell and Cross-sell (Insurance)AI solutions for customer upsell and cross-sell in insurance.
• AI Blueprint Reader (Construction)AI solution for reading construction blueprints.
• Automated Quality Control (Construction)Computer vision systems for real-time construction quality monitoring.
• Site Safety MonitoringAI analysis of site conditions to identify hazards and enforce safety protocols.
• 3D Construction ModelingAI-driven 3D models for accurate digital project representations.
• Material & Equipment RecognitionAutomated on-site recognition of materials and equipment for inventory management.
• Compliance Monitoring (Construction)AI solutions for monitoring environmental and regulatory compliance in construction.
• Document & Plan Digitization (Construction)AI solutions for digitizing and analyzing construction documents and plans.
• Project Management (Construction)AI solutions for construction project management.
• Voice Ordering Systems (Retail)AI-powered voice ordering systems for retail.
• Dynamic Pricing Solutions (Retail)AI-driven dynamic pricing for retail.
• Personalized Engagement (Retail)AI solutions for personalized customer engagement in retail.
• Customer Segmentation (Retail)AI-driven customer segmentation for retail.
• Customer Sentiment Analysis (Retail)AI solutions for analyzing customer sentiment in retail.
• Enhanced Product Discovery (Retail)AI solutions to enhance product discovery for retail customers.
• Augmented Analytics (Retail)AI-driven augmented analytics for retail.
• Underwriting & Pricing (Fintech)AI solutions for underwriting and pricing in fintech.
• Financial Document AutomationAI solutions for automating financial documents.
• Personalized Financial EnginesAI-powered personalized financial advisory services.
• Risk Assessment & Management (Fintech)AI solutions for risk assessment and management in fintech.
• Credit Risk ManagementAI solutions for credit risk management.
• Regulatory Code ChangeAI solutions for monitoring and adapting to regulatory code changes.
• Financial Operations & ReportingAI solutions for financial operations and reporting.
• Integrated Trading SolutionsAI-powered integrated trading solutions.
• AI-Powered Financial CRMAI-powered CRM for financial services.
• AI-Enhanced Customer Service (Travel)AI solutions to enhance customer service in the travel industry.
• Sentiment Analysis (Travel)AI solutions for sentiment analysis in travel.
• Language Translation Solutions (Travel)AI-powered language translation solutions for travel.
• Flight ForecastingAI solutions for flight forecasting.
• Smart Baggage HandlingAI solutions for smart baggage handling.
• Security & Check-In (Travel)AI solutions for security and check-in processes in travel.
• Dynamic Scheduling/Allocation (Travel)AI solutions for dynamic scheduling and allocation in travel.
• Fraud Detection & Cybersecurity (Travel)AI solutions for fraud detection and cybersecurity in travel.
• Occupancy Prediction (Travel)AI solutions for occupancy prediction in travel.
• MLOps Consulting ServicesConsulting services to streamline ML development, deployment, and management processes, including experiment tracking, scalability pipelines, model deployment, and monitoring.
• ChatGPT Developers / OpenAI-powered ApplicationsExpertise in OpenAI models and AI-powered solutions, including custom ChatGPT chatbots, image bots, and language applications. Offers OpenAI consulting, custom OpenAI development, model integration, and fine-tuning models.
• Environmental Compliance Monitoring SolutionsAI-powered solutions for tracking environmental factors like air quality, noise levels, and water contamination on construction sites in real-time.
• Document and Plan Digitization and Analysis (Construction)AI-powered system to simplify the management of construction documentation, including scanning, digitizing, and categorizing documents.
• LLM & OpenAI API Pricing CalculatorA tool to estimate and compare pricing for major LLM APIs like OpenAI, Azure, and Anthropic Claude.
• LegalAllyGenerative AI solution for legal document analysis and drafting for law firms.
• NVMSAI solution for detecting anomalies in property photos and a conversational AI chatbot for customer service.
• TrapezeAI-powered paratransit solution using geospatial technology for real-time vehicle tracking, route planning, and in-app communication.
• DeVoiceAI-based voice agent for restaurants and businesses, integrating state-of-the-art voice recognition and natural language understanding.

Key capabilities

• AI that delivers ROI
• Fast, secure, and enterprise-ready AI solutions
• Deep specialization in AI for engineering and technical workflows
• On-premise and air-gapped deployment for regulated industries
• Focused pilot programs (4-6 weeks) with real data
• End-to-end AI delivery (data prep, deployment, monitoring)
• Security and compliance-ready (ISO certified, GDPR, HIPAA, FedRAMP High environment available)
• Measurable, documented ROI
• Custom AI development
• Generative AI development
• Agentic AI development
• Conversational AI development
• Computer Vision solutions
• MLOps consulting services
• OpenAI model expertise (GPT-3.5 Turbo, DALL-E, CLIP, GPT-4o, etc.)
• Integration with 100+ enterprise applications
• Enterprise-grade security and full data sovereignty
• Advanced encryption, role-based access controls, operational guardrails
• MCP connector support for secure server integration
• Bias checks in every AI deployment
• Explainability with rationale, confidence, and traceability in AI
• Human-in-the-Loop for critical AI decisions
• 99.5% availability across enterprise deployments
• 24/7 monitoring with real-time alerts and incident response
• Redundancy & failover protocols
• Data ownership and protection (customer data not used for training without consent)
• Customizable data retention policies with audit trails
• Data encryption (TLS 1.3 in transit; AES-256 at rest)
• Secure cloud environments (Azure, AWS, GCP, E2E)
• Access control and log management
• MDM enforced security policies for endpoints

Use cases

• BOM extraction from CAD drawings
• GD&T compliance verification
• Quotation workflows acceleration
• Construction takeoffs and BoQ extraction
• Medical claim processing and coding
• Blueprint analysis for estimations and planning
• Streamlining building approvals and permit checks
• Automated pre-checks for submitted plans
• Code compliance intelligence for building codes and zoning rules
• Instant compliance annotations in plans
• Eliminating backlog in permit applications
• Construction drawings analysis (segmentation and classification of structural elements)
• Automated quality control in construction (detecting deviations)
• Construction site safety monitoring (identifying hazards, enforcing protocols)
• Predictive maintenance of machinery (anticipating failures, optimizing servicing)
• 3D construction modeling (accurate digital representations)
• Enhancing product development and accelerating innovation in manufacturing
• Streamlining design processes and automating repetitive tasks in manufacturing
• Complex simulations with accuracy and speed in manufacturing
• Automating routine tasks and optimizing workflows with AI agents in manufacturing
• Optimizing material use and accelerating production cycles with AI-powered 3D printing
• Automating quotations and price forecasting in manufacturing
• Supply chain optimization in manufacturing
• Predictive maintenance in manufacturing
• Quality control & inspection in manufacturing
• Inventory management in manufacturing
• Machine data monitoring in manufacturing
• Customer service automation in manufacturing
• Predictive analytics for early disease detection in healthcare
• Personalized treatment recommendations in healthcare
• Optimizing care delivery in healthcare
• HIPAA-compliant data transmission in healthcare
• Streamlining claims, enhancing customer experiences, and boosting fraud detection in insurance
• Underwriting and risk management in insurance
• Predictive analytics and claims automation in insurance
• Real-time monitoring, environmental compliance, and material management in construction
• Customizing customers’ buying cycles and personalized purchasing journeys in retail
• AI-driven recommendation engines in retail
• Advanced fraud detection, real-time risk assessment, and personalized financial advisory services in fintech
• Streamlining booking processes, enhancing itinerary management, monitoring market demand fluctuations, and tracking competitor pricing in travel
• Automating content, decisions, and workflows with Generative AI
• Autonomous agents for approvals, scheduling, and operations
• Customer and employee-facing conversational AI for support and retention
• Turning images and video into decisions for quality control and asset inspection
• Automating workflows with agentic AI assistants (e.g., opening Jira tickets, generating invoices, pulling answers from Slack, Gmail, Confluence)
• Intelligent knowledge search from company documents, emails, tickets, and knowledge bases
• Multi-agent orchestration for context-aware workflows
• Answering employee benefits questions
• Automating recruitment communications
• Scheduling training and development sessions
• Generating personalized onboarding plans
• Extracting and validating invoices and payments
• Automating expense report approvals
• Forecasting budgets and cash flow
• Ensuring compliance with financial policies
• Accessing detailed customer profiles
• Automating follow-up emails and reminders
• Tracking deals and sales targets
• Generating proposals and contracts
• Retrieving specs, logs, and system data instantly
• Monitoring systems and performance metrics
• Collaborating on incident response
• Automating software provisioning
• Auto-categorizing and prioritizing customer support tickets
• Providing AI-suggested solutions for customer support
• Monitoring customer satisfaction
• Drafting personalized responses for customer support
• Automating contract analysis
• Tracking regulatory deadlines
• Supporting internal audits
• Automating compliance monitoring (legal & compliance)
• Legal document analysis and drafting
• Anomaly detection in property photos
• Paratransit transportation system innovation (real-time tracking, route planning)
• Voice ordering solutions for restaurants
• Optimizing machine learning lifecycles (MLOps)
• Experiment tracking in ML
• Scaling ML pipelines
• Deploying ML models on cloud platforms (AWS, Azure, GCP)
• Streamlining ML delivery with CI/CD
• Real-time model monitoring and anomaly detection
• Environmental compliance monitoring on construction sites (air quality, noise levels, water contamination)
• Digitizing and analyzing construction documents and plans

AI approach

Markovate specializes in building production AI solutions, particularly for engineering drawings, technical documents, and regulated data. They offer custom AI development, Generative AI development, Agentic AI development, Conversational AI, and Computer Vision solutions. They emphasize a focused pilot approach, end-to-end AI delivery, and security/compliance. They also offer MLOps consulting and integration services for various AI models.

Tech named: Generative AI, LLM Development, Machine Learning, AI Products, AI Agents, Computer Vision, Document Intelligence, Engineering AI, Manufacturing AI, Workflow Automation, Custom AI Development, AI Blueprint Classifier, CADIAM™, Agentic RAG, contextual learning, rule-based automation, autonomous reasoning, knowledge graphs, predictive analytics, chatbots, Web3, blockchain, Mobile, Cloud, Software, Web, Design, multi-label classification, regression, clustering, MLOPs, AI POC, OpenAI models, DALL-E, CLIP, GPT 3.5 Turbo, Ada, Natural Language Processing (NLP), Deep Learning, transfer learning, learning rate schedule, data augmentation, regularization, hyperparameter tuning, geospatial technology, voice recognition, natural language understanding, IoT technologies

Industries served

• Manufacturing
• Aerospace & Defense
• AEC/Construction
• Healthcare
• Insurance
• Retail
• Fintech
• Travel
• SaaS
• Public Sector

What it says sets it apart

• Deep specialization in AI for engineering and technical workflows, not generalists
• ISO 9001:2015 & ISO/IEC 27001:2022 certified for quality and security
• On-premise and air-gapped deployment for regulated industries (defense, aerospace, ITAR-sensitive, export-controlled data)
• Proven track record with 300+ AI solutions delivered
• Focus on measurable ROI and documented results
• End-to-end AI delivery from data preparation to deployment and monitoring
• Strategic insight, advanced technology, and commitment to excellence
• Ability to conduct focused pilot programs (4-6 weeks) on client's actual data
• Security and compliance-ready solutions (GDPR, HIPAA, FedRAMP High environment available)
• Customer data is never used to train AI models without consent, with clear opt-in/opt-out rights
• Expertise in a wide range of AI technologies including Generative AI, Agentic AI, Conversational AI, Computer Vision, LLM Development, MLOps
• Seamless integration with existing enterprise applications and systems
• Enterprise-grade security features including advanced encryption, RBAC, MFA, vulnerability scans
• AI built with safety, fairness, and accountability in mind (bias checks, explainability, Human-in-the-Loop)
• High availability (99.5%) and 24/7 monitoring for reliable performance