Maryland's Most Advanced AI Consulting Firm

    Built on the
    Bleeding Edge

    We deploy technologies the day they launch. Our clients have capabilities their competitors won't discover for months. Elite technical expertise meets enterprise-grade security.

    otc_systems_monitor
    LIVE
    $ Deploying autonomous agents across 76 client
    520+
    Automations Deployed
    24/7
    Autonomous Agents
    85.98%
    Accuracy Rate
    Pentagon
    Trusted Methods
    Currently powering 76 companies
    across 12 industries
    AI Assistants Anywhere

    AI Assistants With
    Real Power

    Not just chatbots. Intelligent systems that actually solve problems. Deploy anywhere, powered by the latest models and advanced RAG systems.

    Powered by:
    Claude
    GPT
    Gemini
    Mistral
    • Advanced RAG for accurate, contextual responses
    • Multi-modal understanding: text, voice, images
    • Complex task execution and tool integration
    • Custom personality and knowledge tuning
    • Real-time learning and adaptation
    • Seamless handoff to human agents

    2-4 weeks

    Avg. Deployment

    50K+

    Conversations/mo

    94%

    Resolution Rate

    "We don't chase model names. We chase capabilities. Whatever's most powerful today, that's what you get."

    AI Assistant

    Online
    What's our return policy?
    Websites
    Slack
    Teams
    WhatsApp
    SMS
    Voice
    Our Foundation

    Three Pillars of Our Approach

    The foundation that makes everything we build possible. Every project, every solution, every client relationship is built on these principles.

    Elite Technical Expertise

    White-hacker mindset. We solve problems others can't touch.

    • Claude harnesses for unlimited operation
    • Multi-model orchestration and routing
    • Custom MCP server development
    • Advanced agentic architectures
    • Skills.md integration for AI context

    Enterprise-Grade Security

    Pentagon-trusted methodologies. Your data stays yours. Always.

    • SOC 2 Type II aligned processes
    • HIPAA-compliant deployments
    • End-to-end encryption standard
    • Air-gapped deployment options
    • Zero data training guarantee

    Cutting-Edge Innovation

    We deploy technologies the day they launch.

    • Same-day adoption of new AI capabilities
    • Beta access to major model releases
    • Continuous capability expansion
    • Bleeding-edge tool integration
    • Research-backed implementations
    These pillars powerevery solution we build
    Full-Stack Development

    Custom Software That Looks Like
    $1M (But Doesn't Cost It)

    From elegant websites to complex enterprise applications, we build software that impresses and delivers real ROI. Professional quality, perceived value: priceless.

    50+SaaS Platforms
    120+Customer Portals
    200+Admin Dashboards
    500+API Integrations

    Languages & Frameworks

    PythonC#TypeScriptGoReactNode.jsFastAPI.NET

    Web Applications

    Custom PortalsSaaS PlatformsAdmin DashboardsCustomer Interfaces

    Database Architecture

    PostgreSQLMongoDBRedisVector DBsSupabaseNeo4j

    Backend Systems

    REST APIsGraphQLMicroservicesServerlessWebSockets

    Infrastructure

    DockerKubernetesAWSAzureVercelEdge Functions

    DevOps & CI/CD

    GitHub ActionsAutomated TestingBlue-Green DeployMonitoring
    live_code_preview.tsx
    Typing...
    1class=class="text-amber-400">"text-gray-500">// AI Agent Orchestration
    2const agent = await createAgent({
    3 model:
    Production Ready
    TypeScript 5.0
    AI-Augmented Development

    10x Faster Development

    AI-augmented workflows accelerate every phase

    Enterprise Quality

    Fortune 500 standards at startup prices

    Future-Proof Architecture

    Built to scale and adapt as you grow

    Complete Automation Ecosystems

    Custom Automation Stacks

    0 to 100. We build entire automation infrastructures from scratch. Not just tools: complete systems that transform your operations.

    Before Automation

    4+ hours

    After Automation

    12 seconds

    Trigger
    Process
    Enrich
    Validate
    Execute
    Report
    Powered by:n8nMake.comCustom PythonMCP ServersClaude AI

    Deep Analytics Pipelines

    Real-time data processing, transformation, and delivery to the dashboards that matter.

    RB2BSegmentCustom ETL

    Custom Dashboards

    Beautiful, real-time KPI tracking with anomaly detection and predictive alerts.

    MetabaseCustom ReactLooker

    SaaS Tools & Portals

    Internal tools, customer portals, and complete web applications built for scale.

    Next.jsSupabaseStripe

    AI-Powered Layers

    Intelligent automation that learns, adapts, and improves over time.

    ClaudeGPTCustom Models

    System Integrations

    Connect everything: CRM, ERP, accounting, and communication. Unified and automated.

    RESTGraphQLMCP

    End-to-End Processes

    Complete business process automation from trigger to completion.

    n8nMakeCustom Code

    40+

    Hours Saved Weekly

    99.9%

    Uptime Guarantee

    500+

    Integrations Built

    24/7

    Monitoring Included

    Every Device, Every OS

    Automation Across
    Every Platform

    We automate where you work. Every device, every operating system, every tool. From Google Sheets macros to full desktop RPA systems.

    Windows
    macOS
    iOS
    Android
    Web
    Cloud

    Google Apps Script

    Sheets automation, Gmail workflows, Calendar triggers, Drive integrations, Forms processing

    Auto-populate reports from CRM
    Email parsing to spreadsheets
    Calendar-triggered workflows

    Apple Shortcuts

    iOS automation, Siri integrations, app workflows, smart triggers across Apple ecosystem

    Voice-triggered reports
    Location-based actions
    Cross-app data flows

    Windows Automation

    PowerShell scripts, AutoHotkey, safe auto-clickers, desktop RPA, scheduled tasks

    Data entry automation
    File management
    Application scripting

    Power Automate

    Desktop RPA, cloud flows, AI Builder integration, enterprise-grade workflow automation

    Document processing
    Approval workflows
    Multi-system orchestration

    macOS Automation

    AppleScript, Automator, shell workflows, Keyboard Maestro, system-level integrations

    Development workflows
    File batch processing
    Application control

    Cross-Platform

    Unified triggers that work everywhere: mobile, desktop, cloud, IoT. One system, all devices.

    Phone to desktop sync
    Cloud-triggered local actions
    Universal clipboard

    Cross-Platform Workflow Example

    Mobile Trigger
    Cloud Process
    Desktop Action
    Data Update

    Seamless automation that flows across all your devices and platforms

    Platform-Agnostic Automation

    Enterprise No-Code
    Automation

    When code isn't necessary, we don't force it. When it is, we build it. We're experts in all major platforms.

    We're platform-agnostic. We choose the right tool for your specific needs, not what's trendy or what pays us commissions.

    n8n

    400+

    Integrations

    Self-Hosted Power

    Advanced AI agent workflows, custom integrations, full data control. The choice for enterprises demanding security and flexibility.

    • Self-hosted option
    • AI agent nodes
    • 400+ integrations
    • Custom code support
    • Credential encryption
    Make.com

    1500+

    Integrations

    Visual Complexity

    Complex multi-branch scenarios with visual clarity. Perfect for intricate business logic and sophisticated data routing.

    • Visual scenario builder
    • Advanced routing
    • Error handling
    • Data transformation
    • Scheduled triggers
    Zapier

    6000+

    Integrations

    Speed to Deploy

    Quick integrations with the broadest app support. Get running in minutes, not days. Ideal for rapid prototyping and simple workflows.

    • 6000+ apps
    • Quick setup
    • Reliable triggers
    • AI actions
    • Multi-step Zaps

    Live Workflow Example

    Trigger
    Filter
    Transform
    Enrich
    Route
    Execute
    Processing 847 events/minute

    Common automations we build:

    Lead Routing< 1 sec
    Data SyncReal-time
    NotificationsInstant
    Report GenScheduled
    Invoice ProcessingAuto
    Customer OnboardingTriggered
    CRM UpdatesBi-directional
    Document CreationOn-demand
    Advanced Knowledge Systems

    Knowledge Systems That
    Actually Work

    RAG isn't magic. It's engineering. We build retrieval systems that don't hallucinate, don't miss context, and actually answer the question you asked.

    Processing 2.3M+ documents across client knowledge bases

    Accuracy by RAG Type

    Standard RAG
    85%
    Agentic RAG
    92%
    GraphRAG
    97%
    Hybrid Systems
    99%

    Standard RAG

    85%

    Accuracy

    Vector search with semantic retrieval. The foundation of knowledge-powered AI. Fast, reliable, production-ready.

    Best for: General knowledge bases

    PineconeWeaviateQdrantChroma

    Agentic RAG

    92%

    Accuracy

    Self-directing retrieval with multi-step reasoning. AI that knows what it needs to know and fetches it autonomously.

    Best for: Complex research tasks

    LangChainLlamaIndexCustom Agents

    GraphRAG

    97%

    Accuracy

    Knowledge graph-powered retrieval with relationship awareness. 70% faster processing for interconnected data.

    Best for: Legal & medical docs

    Neo4jCustom GraphsEntity Extraction

    Hybrid Systems

    99%

    Accuracy

    Vector + Graph + Keyword combined. Maximum accuracy for complex, multi-domain knowledge bases.

    Best for: Enterprise deployments

    Multi-IndexEnsemble RankingCustom Fusion

    Industry Applications

    Legal Document Analysis

    Case law, contracts, compliance

    Medical Knowledge Bases

    Clinical guidelines, research

    Enterprise Documentation

    SOPs, policies, training

    Technical Documentation

    Product docs, APIs, code

    Every RAG system we build is custom-tuned for your data, your queries, and your users. No off-the-shelf solutions. Only precision-engineered knowledge retrieval.

    Live Connection
    MCP Server

    CRM Systems

    Communication

    Development

    Databases

    Internal APIs

    Custom Tools

    847

    API calls/min

    23ms

    Avg latency

    99.99%

    Uptime

    Complete Connectivity

    MCP: The New Standard
    For AI Integration

    Model Context Protocol servers let AI agents access any tool, any API, and any data source securely and reliably. We build custom MCP servers that unlock your entire technology stack.

    Real-time data access for AI agents
    Secure credential management
    Automatic schema discovery
    Full audit logging
    Rate limiting and caching
    Error handling and retry logic

    For Small Businesses

    Quick-deploy MCP servers connecting common tools: CRM, email, calendar, docs. Up and running in days.

    For Enterprise

    Custom-built MCP infrastructure with SSO, RBAC, comprehensive audit logging, and compliance controls.

    Case Study: One MCP server connecting 23 internal tools for a Fortune 500 client, deployed in 6 weeks.

    Supported Integrations

    CRM Systems: Salesforce, HubSpot, Pipedrive
    Communication: Slack, Teams, Email, Discord
    Development: GitHub, Linear, Jira, Notion
    Databases: PostgreSQL, MongoDB, Supabase
    Internal APIs: Custom endpoints, legacy systems
    Custom Tools: Any API, any system, any data
    Visibility Experts

    Visibility in the AI Era

    Traditional SEO is no longer enough. We combine Technical SEO, AI Optimization, and Generative Engine Optimization to ensure you're visible wherever your customers are searching: Google, AI Overviews, ChatGPT, Claude, and beyond.

    3xAvg. Visibility Increase
    150+Audit Checkpoints
    5+AI Platforms Monitored

    How GEO Gets You Found in AI Answers

    Watch how optimized businesses appear first in AI responses

    AI Search Assistant

    Powered by advanced language models

    Live Demo
    1 / 3

    You

    What's the best AI consulting

    Ask anything about businesses or services...

    GEO ensures your business appears when people ask AI assistants for recommendations. We optimize your content, build authority signals, and track citations so AI models recommend you first.

    Our SEO + GEO Process

    01

    Technical Audit

    150+ checkpoint analysis covering Core Web Vitals, mobile usability, structured data, crawl efficiency, and index coverage.

    02

    AI Visibility Scan

    Current presence mapping across ChatGPT, Claude, Gemini, Perplexity, and AI Overviews. Gap identification.

    03

    Strategy Development

    Custom roadmap balancing traditional SEO with AI optimization. Prioritized by impact and effort.

    04

    Implementation

    Technical fixes, content optimization, schema markup, and authority building executed systematically.

    05

    Continuous Monitoring

    Weekly tracking across search engines and AI platforms. Monthly strategy refinement based on data.

    Where You'll Appear

    AI Overview

    According to Your Company, the best approach to...

    Your brand cited in AI response
    #1yourcompany.com

    Your Page Title - Optimized for Search

    Rich snippet with star ratings, pricing, and enhanced features...

    Typical ranking improvement over 6 months

    M1M2M3M4M5M6

    Technical SEO

    Deep technical audits with 150+ checkpoints. Core Web Vitals optimization, crawl budget management, internal linking architecture, and structured data implementation.

    Crawl efficiency audit
    Schema markup
    Canonical strategy
    Log file analysis
    Screaming FrogAhrefsSitebulbGSC

    Average 40% organic traffic increase

    AIO (AI Optimization)

    AI-First Content Architecture for AI Overviews and enhanced SERP features. Entity-based optimization, featured snippet engineering, and PAA targeting.

    Entity optimization
    Content restructuring
    FAQ schema
    Passage indexing
    Custom AI AnalysisSERP TrackingEntity Mapping

    Featured in AI Overviews

    GEO (Generative Engine Optimization)

    Getting your brand cited in ChatGPT, Claude, Gemini, and Perplexity responses. Training data influence mapping and citation velocity tracking.

    Citation strategy
    Authority building
    Source attribution
    Content seeding
    LLM MonitoringCitation TrackingAuthority Signals

    Brand mentions in AI answers

    LLM SEO Strategy

    Multi-model presence monitoring across all major language models. Fact-check layer optimization and comprehensive authority signal amplification.

    Model coverage audit
    Content gaps
    Competitor analysis
    Monthly tracking
    Content OptimizationAuthority BuildingMulti-Model Tracking

    3x visibility improvement

    What You Get

    Technical audit (150+ checkpoints)
    Schema markup implementation
    Content optimization roadmap
    AI citation strategy
    Monthly ranking reports
    Competitor analysis
    Core Web Vitals optimization
    AI platform monitoring
    Data-Driven Decisions

    Real-Time Business Intelligence

    See everything. Understand everything. Act on everything. Custom analytics and intelligence systems that turn data into decisions.

    Live Analytics Dashboard
    Live
    Active Visitors

    1,244

    +12.3%

    Conversion Rate

    4.2%

    +0.8%

    Revenue Today

    $24,847

    +8.7%

    New Leads

    47

    +23%

    Traffic Overview
    MonTueWedThuFriSatSun

    Tools We Integrate

    RB2B

    Visitor ID

    Clarity

    Session Replay

    Segment

    CDP

    Mixpanel

    Product Analytics

    Looker

    BI Platform

    Custom

    Your Stack

    47%

    More leads identified

    Visitor Intelligence

    RB2B integration, LinkedIn profile matching, intent signals, anonymous visitor identification

    We implemented visitor intelligence for Carroll Maritime, identifying decision-makers before they even filled out a form.

    360°

    User visibility

    Behavioral Analytics

    Microsoft Clarity, session replay, heatmaps, user journey mapping, funnel analysis

    Session replay and heatmaps reveal exactly where users struggle, enabling targeted UX improvements.

    Real-time

    Data updates

    Custom Dashboards

    Real-time KPIs, anomaly detection, predictive alerts, executive summaries

    We built real-time dashboards for DisRupption Coaching that track student progress across multiple cohorts.

    99.9%

    Data accuracy

    Data Pipelines

    ETL automation, multi-source aggregation, clean delivery, data warehouse integration

    Automated pipelines that pull from 10+ sources and deliver clean, unified data every morning.

    Our BI Approach

    1

    Audit & Map

    We inventory your data sources, identify gaps, and design the unified view you need.

    2

    Build & Connect

    Custom pipelines pull data from every source into clean, real-time dashboards.

    3

    Train & Iterate

    Your team learns to use the system, and we refine based on what decisions you actually make.

    24/7 Autonomous Systems

    AI That Works While You Sleep

    These aren't demos. These are production systems handling real business operations around the clock. Powered by cutting-edge harnesses and orchestration.

    24/7 OPERATIONAL
    • Active across client systems

    Agent Task Queue

    Live
    Invoice Processing
    2.3s
    Lead Qualification
    ...
    Report Generation
    -
    Data Entry
    1.8s
    Email Responses
    4.1s
    Processed today: 2,847 tasksAvg time: 2.1s

    Agent Architecture

    1

    Orchestrator

    Task routing & coordination

    2

    Agent Pool

    Specialized worker agents

    3

    Tool Layer

    APIs, browsers, databases

    4

    Memory

    Context & state management

    Browser Control

    E2B-powered sandboxes with full web interaction capabilities. Navigate, click, type, and extract data autonomously.

    E2BPlaywrightCustom Harnesses

    Desktop Agents

    Native system access, file management, application control. Agents that work like employees.

    Computer UseFile SystemsApp Control

    Long-Running Harnesses

    Multi-hour autonomous operation with checkpoint/resume. Claude harnesses for unlimited operation windows.

    Claude HarnessesCheckpoint/ResumeState Management

    Self-Correcting

    Agents that detect and fix their own errors automatically. Built-in retry logic and fallback strategies.

    Error DetectionAuto-RetryFallback Logic
    Powered by:Claude HarnessesE2B SandboxesComputer UseMCP ServersCustom Orchestration
    Emerging Technology

    The Physical Frontier

    The humanoid robotics revolution is here. We help you navigate vendor selection, evaluate ROI, and plan integration—so you're ready when the technology matures.

    Advisory & brokerage focus • Hands-on integration coming 2026

    Our Robotics Roadmap

    2024

    Research

    Market evaluation

    2025

    Pilots

    Early deployments

    Current Phase

    2026

    Integration

    Production rollouts

    Our Vendor Evaluation Framework

    We evaluate robotics vendors across 50+ factors. Here are the categories that matter most:

    Payload capacity & manipulation precision
    Operational endurance & charging requirements
    Safety certifications (ISO 10218, ISO/TS 15066)
    Software ecosystem & API accessibility
    Vendor financial stability & support infrastructure
    Total cost of ownership over 5-year horizon

    Vendors We Track & Evaluate

    Boston Dynamics

    Mobile manipulation

    Figure

    General purpose humanoid

    Tesla Optimus

    Manufacturing

    1X Technologies

    Enterprise deployment

    Agility Robotics

    Warehouse logistics

    Sanctuary AI

    Dexterous manipulation

    Apptronik

    Human-robot collaboration

    Research & Intelligence

    Deep market analysis, vendor evaluations, capability assessments. Navigate the exploding robotics landscape with expert guidance.

    We evaluate 50+ factors including payload capacity, operational endurance, safety certifications, and total cost of ownership.

    Vendor capability matrix
    ROI projections
    Risk assessment

    Procurement Support

    Vendor selection, negotiation support, and procurement coordination. We help you buy smart.

    Leverage our vendor relationships to secure better pricing, priority delivery, and enhanced support packages.

    RFP creation
    Vendor negotiation
    Contract review

    Setup & Integration

    Installation planning, workflow integration, and team training. Get operational faster.

    We bridge the gap between robot capabilities and your existing systems—ERP, WMS, and custom software.

    Integration architecture
    Workflow design
    Team training

    Ongoing Optimization

    Continuous improvement, capability expansion, and performance monitoring.

    Real-time monitoring and optimization to maximize robot utilization and ROI.

    Performance dashboards
    Utilization reports
    Upgrade planning

    Industry Reality Check

    Humanoid robotics is genuinely revolutionary, but it's still early. Current units cost $30K-$150K+ with limited autonomous capability. We help you separate marketing hype from deployment-ready solutions, so you invest at the right time with realistic expectations.

    Looking to explore robotics for your business? Let's evaluate what's possible and practical for your industry, budget, and timeline.

    Schedule a Robotics Consultation
    C-Suite AI Mastery

    Executive AI Training

    We don't just teach theory. We make sure you can actually use these tools to transform your business. Practical, hands-on, results-focused.

    3xFaster report generation
    10+Hours saved per week
    90%Tool adoption rate

    Training Formats

    1-on-1 Sessions

    Live, personalized

    Group Workshops

    Team training

    Recorded Modules

    Self-paced learning

    Ongoing Support

    Slack/email access

    Tools We Train On

    Claude
    ChatGPT
    Gemini
    Copilot
    Perplexity
    Custom AI
    90-min sessions

    1-on-1 Executive Sessions

    Personalized training tailored to your role, industry, and specific AI implementation goals.

    We assess your current workflows and identify exactly where AI can create the biggest impact.

    Custom curriculum
    Hands-on practice
    Follow-up support
    Advisory sessions

    Tool Selection & Guidance

    Navigate the AI landscape with expert recommendations. No vendor bias, just what works for you.

    We evaluate 20+ AI tools across your specific use cases to find the optimal stack.

    Tool comparison
    ROI analysis
    Implementation roadmap
    Project-based

    Custom AI Solutions

    AI implementations designed for your specific challenges. Strategy to deployment support.

    From chatbots to autonomous agents, we build AI that solves your actual problems.

    Needs assessment
    Custom development
    Team training
    Strategic planning

    Strategic AI Roadmapping

    Long-term AI adoption plans aligned with business objectives. Future-proof your organization.

    Phased implementation with clear milestones, ROI metrics, and change management.

    Current state audit
    3-year roadmap
    Quarterly reviews

    Topics Covered

    Prompt Engineering Mastery
    AI Tool Selection
    Claude for Work
    ChatGPT Enterprise
    Gemini for Business
    Custom GPT Building
    AI Risk Management
    Team AI Adoption
    Workflow Integration
    ROI Measurement

    "The training transformed how our entire leadership team approaches work. Within a week, we were using Claude for contract review, ChatGPT for market research, and had automated half of our weekly reporting. Genuinely practical, not theoretical."

    Operations Director

    Professional Services Firm, DC Metro Area

    Training delivered for executives in:

    HealthcareLegalFinanceReal EstateManufacturingProfessional Services
    End-to-End Solutions

    Complete Capabilities

    From concept to deployment, we cover every aspect of modern technology solutions. 76+ companies served across every category.

    All capabilities seamlessly integrated

    76+

    Companies Served

    1000+

    Automations Built

    40+

    Websites & Apps

    99.98%

    Accuracy Rate

    Enterprise-Grade Security

    Your data stays yours. Always. We implement the same security standards trusted by Fortune 500 companies and government agencies.

    HIPAA Compliant

    Healthcare-ready deployments

    Pentagon-Trusted

    Government-grade methodologies

    End-to-End Encryption

    Data protected in transit & at rest

    Air-Gapped Options

    Complete network isolation

    Regular Security Audits

    Continuous vulnerability assessment

    Security Architecture

    Encryption

    AES-256 at rest, TLS 1.3 in transit

    Access Control

    RBAC, SSO, MFA enforcement

    Audit Logging

    Complete activity tracking

    Data Residency

    Choose your data location

    Compliance

    SOC 2, GDPR, CCPA ready

    Zero Trust

    Verify every access request

    Our Data Promise

    Your data never trains our models
    Complete data deletion on request
    No third-party data sharing
    Transparent data handling policies

    Your data is your competitive advantage. We protect it like our own.

    Currently accepting new clients for Q2 2026

    Ready to Deploy Cutting-Edge AI?

    Start with a free strategy call. We'll show you exactly how these technologies apply to your business and the ROI you can expect.

    30-min deep dive
    Custom recommendations
    No commitment required
    Pentagon-TrustedFortune 500 ClientsHIPAA Compliant99.98% Accuracy