MTSolutions Group · Artificial Intelligence

AI That Works
In the Real World.

We don't sell AI demos. We deploy production-grade artificial intelligence that integrates into your existing systems, trains on your data, and delivers measurable ROI within 90 days.

$15.7T

AI Economic Impact

Projected global GDP contribution by 2030 (McKinsey)

40%

Productivity Gain

Average across AI-adopting enterprises (MIT Sloan)

72%

Enterprise Adoption

Of Fortune 500 now deploy AI in core operations

3.5x

Revenue Growth

AI leaders vs laggards over 5 years (BCG)

AI Services

Seven AI Practices.
Built for Production.

We are not an AI lab selling research. Every practice below is applied work — production deployments, measurable outcomes, and hands-on implementation by engineers who live in the same systems you do.

Production AI · LLM · Custom Models

AI Implementation & Integration

We deploy AI that works in the real world — not just demos.

90 days

To measurable ROI

Most AI pilots fail because they are designed as technology showcases, not business solutions. We start with the business problem and work backward to the AI architecture. We deploy production-grade AI that integrates into your existing systems, trains on your proprietary data, and delivers measurable ROI within 90 days — with real monitoring, fallback handling, and performance SLAs that hold up under production load.

What's Included

AI Readiness Assessment

Data quality audit, use-case prioritization, and ROI modeling before any development begins.

Custom AI Solution Development

Bespoke AI applications built on your data and integrated into your existing workflows.

LLM Selection & Fine-Tuning

Model selection across OpenAI, Anthropic, Google, and open-source with domain-specific fine-tuning.

System Integration & Deployment

API-first integrations with your ERP, CRM, EHR, POS, and other existing systems.

Data Pipeline Architecture

Ingestion, cleaning, and transformation pipelines that keep AI models trained on fresh, accurate data.

RAG System Development

Retrieval-augmented generation systems for knowledge bases, document Q&A, and search.

AI Agent Development

Autonomous AI agents for multi-step task completion, research, and workflow orchestration.

Performance Monitoring & SLAs

Latency, accuracy, and drift monitoring dashboards with alerting and auto-retraining triggers.

Process AI · RPA · Intelligent Automation

Workflow Automation

Automate the work that drains your best people.

40%

Productivity gain from automation

Knowledge workers spend 30–40% of their time on tasks that are repetitive, rule-based, and low-judgment — exactly the work AI can do faster, cheaper, and more accurately. We identify, prioritize, and automate the highest-value workflows in your organization: document processing, data entry, approvals, reporting, and customer communication — freeing your team for the strategic work that actually requires human judgment.

What's Included

Automation Opportunity Assessment

Workflow audit identifying the 20% of processes that represent 80% of automation value.

Intelligent Document Processing

OCR, extraction, and classification for contracts, invoices, forms, and medical records.

RPA Development

Robotic process automation for structured web and desktop application interactions.

AI-Powered Approval Workflows

Conditional routing and approval automation with human-in-the-loop escalation paths.

Automated Reporting & Analytics

Scheduled AI-generated reports delivered to stakeholders with narrative commentary.

Email & Communication Automation

AI triage, response drafting, and routing for customer service and internal communications.

Data Entry Elimination

Automated data ingestion from unstructured sources into structured business systems.

Integration & Orchestration

Zapier-to-enterprise workflow orchestration connecting every system in your stack.

Model Security · Data Privacy · Adversarial Testing

AI Security & Risk Audits

AI introduces new attack surfaces most organizations ignore.

$4.5M

Avg regulatory fine avoided

Every AI system you deploy is a new set of attack vectors: prompt injection, training data poisoning, model extraction, and PII leakage through inference. We audit every attack surface introduced by AI systems — from model endpoints to data pipelines to user-facing interfaces — and harden your posture before regulators or adversaries find the gaps. We also ensure your AI usage complies with the emerging regulatory landscape across Nevada, federal, and international jurisdictions.

What's Included

AI Model Security Assessment

Vulnerability testing for prompt injection, jailbreaking, and model extraction attacks.

Training Data Privacy Audit

PII exposure analysis, data lineage review, and remediation for CCPA/GDPR/HIPAA compliance.

Adversarial Attack Testing

Red-team exercises targeting AI model behavior under adversarial inputs.

Compliance Vulnerability Scan

Mapping of AI system gaps against Nevada SB 262, EU AI Act, and sector-specific regulations.

API Security Review

AI API endpoint hardening, rate limiting, authentication, and abuse prevention.

Vendor AI Risk Assessment

Third-party AI tool risk scoring for shadow AI use by employees.

AI Incident Response Planning

Playbook development for AI system compromise, model failure, and data exposure events.

Security Posture Remediation

Prioritized remediation roadmap with timelines, owners, and verification testing.

Policy · Compliance · Governance Frameworks

AI Governance & Policy

Build AI governance before regulators demand it.

72%

Of Fortune 500 deploying AI

AI governance is not a legal checkbox — it is the operational framework that determines whether your AI deployment is sustainable. Organizations without documented AI usage policies, data handling standards, and human oversight protocols face regulatory exposure, reputational risk, and internal misuse. We build governance frameworks that protect your organization, enable responsible AI use, and satisfy regulators, insurers, and board members before they come asking.

What's Included

AI Governance Framework Design

Policies, accountability structures, and oversight mechanisms for your AI program.

AI Usage Policy Development

Documented acceptable use policies for employees, contractors, and vendors.

Data Classification & Handling Policy

Tiered data classification and handling rules that govern what data AI can and cannot access.

Model Risk Management

Model inventory, validation requirements, and periodic review cadence for deployed models.

Regulatory Compliance Documentation

Evidence packages for regulators across Nevada AI law, EU AI Act, NIST AI RMF, and others.

Employee AI Training Policy

Training requirements, certification tracks, and acceptable tool lists for staff.

Vendor AI Due Diligence

Procurement-stage AI risk questionnaires and vendor evaluation frameworks.

Board AI Governance Reporting

Quarterly board-level AI risk and compliance reporting templates.

Executive Briefings · Workshops · Certification

AI Training & Enablement

AI tools are only as powerful as the people using them.

40%

Productivity gain post-training

Technology adoption fails most often at the human layer, not the technical layer. We deliver training programs calibrated to every level of your organization: executive briefings that build AI literacy in the boardroom, manager workshops that translate AI strategy into team-level action plans, and hands-on technical sessions that level up your engineers and analysts. Every program is tailored to your industry, your tools, and your team's existing AI fluency.

What's Included

AI Literacy Bootcamp

Full-organization AI fluency curriculum covering concepts, tools, and responsible use.

Executive AI Briefings

Board and C-suite sessions covering AI strategy, competitive implications, and governance.

Manager Enablement Workshops

Department-level AI opportunity mapping and team-level adoption roadmaps.

Prompt Engineering Workshops

Hands-on sessions for using ChatGPT, Copilot, Claude, and other LLM tools effectively.

Technical AI Training

Engineering and data science upskilling on MLOps, fine-tuning, and AI architecture.

AI Certification Program Design

Custom internal AI certification tracks with assessments and credentials.

Change Management Support

Stakeholder communication plans and resistance management for AI rollouts.

Ongoing AI Education Program

Monthly lunch-and-learns, curated AI news digests, and quarterly tool update sessions.

Strategy · ROI Modeling · Roadmapping

Executive AI Consulting

Private strategy for executives who need to act — not just understand.

3.5x

Revenue growth: AI leaders vs laggards

AI strategy consulting is not about explaining what AI is. It is about helping your leadership team make high-stakes decisions: which use cases to fund, which vendors to trust, how to structure your AI team, and how to sequence investments for maximum competitive advantage. We assess your AI readiness, model the ROI of specific implementations, and build the competitive AI strategy that positions you ahead of your industry — with board-ready business cases for every initiative.

What's Included

AI Readiness Assessment

Scored evaluation of data, talent, infrastructure, and organizational readiness for AI.

Competitive AI Analysis

Intelligence on how your direct competitors are deploying AI and where you have gaps.

Use Case Prioritization Matrix

ROI-ranked AI use case shortlist with implementation complexity and time-to-value estimates.

AI Investment Business Cases

Board-ready financial models and strategic narratives for each prioritized AI initiative.

AI Team Structure Design

Build vs. buy vs. partner recommendations and AI org design for your maturity level.

Vendor & Technology Selection

RFP development, vendor evaluation, and negotiation support for AI platform decisions.

AI Implementation Roadmap

12–24 month phased roadmap with milestones, dependencies, and success metrics.

Quarterly AI Strategy Reviews

Ongoing advisory relationship with quarterly strategy sessions and market updates.

Token Optimization · FinOps · Spend Control

AI Cost Management

Unmanaged AI budgets balloon. We keep them under control.

35%

Avg AI cost reduction

AI inference costs scale with usage in ways that surprise most organizations. A poorly architected RAG pipeline, an inefficient prompt, or a misconfigured retry loop can turn a $500/month AI deployment into a $15,000/month problem overnight. We instrument, monitor, and optimize your AI spend — from prompt token efficiency to model selection to caching strategies — so performance stays high and costs stay predictable.

What's Included

AI Spend Audit

Full audit of current AI costs across all vendors, tools, and internal usage patterns.

Usage Monitoring & Analytics

Real-time dashboards tracking token consumption, cost per transaction, and cost per user.

Prompt Optimization

Systematic prompt engineering to reduce token usage without degrading output quality.

Model Selection Optimization

Task-by-task model routing to match capability requirements with cost-appropriate models.

Caching Strategy Implementation

Semantic caching, response deduplication, and retrieval optimization to cut redundant calls.

Budget Forecasting & Alerts

Monthly spend forecasting with anomaly alerts before costs exceed approved thresholds.

Vendor Contract Optimization

Volume commitment analysis, reserved capacity planning, and multi-vendor arbitrage.

Spend Reduction Roadmap

Prioritized list of optimization actions with estimated savings for each initiative.

By 2027, 80% of enterprise software
will include built-in generative AI.

— Gartner Research, 2024

Industry Applications

AI Applied Across
Every Sector We Serve

The AI use cases that matter most differ by industry. Here is how we apply AI across the organizations we serve most deeply in Las Vegas and beyond.

Gaming & Hospitality

The Problem

High-volume transaction fraud, dynamic personalization, and compliance documentation at scale.

Our Application

Real-time player behavior analysis, fraud detection running at millisecond speed, dynamic offer personalization, and AI-assisted gaming regulatory report generation.

Healthcare & Human Services

The Problem

Clinical documentation burden, patient readmission, and HIPAA-compliant data workflows.

Our Application

Ambient clinical documentation AI, predictive readmission scoring, appointment scheduling automation, and HIPAA-compliant AI data pipelines.

Cannabis & Regulated Industries

The Problem

Manual compliance reporting, inventory variance, and regulatory audit preparation.

Our Application

Seed-to-sale predictive inventory, AI-powered compliance document extraction, and automated regulatory reporting that eliminates manual audit prep.

Real Estate & Property Management

The Problem

Manual maintenance requests, tenant churn, and multi-location operational complexity.

Our Application

Predictive maintenance AI, tenant sentiment analysis, AI-assisted lease management, and dynamic pricing models across multi-property portfolios.

Retail & Multi-Location Business

The Problem

Demand forecasting errors, shrinkage, and loyalty program under-performance.

Our Application

AI demand forecasting, shrinkage detection via computer vision, AI-driven loyalty personalization, and supply chain risk prediction.

Government & Public Sector

The Problem

Document processing backlogs, constituent service demands, and procurement fraud.

Our Application

Document processing automation, constituent service chatbots, grant compliance monitoring, and procurement anomaly detection for public agencies.

Your Competitors Are
Already Deploying AI.

Every month without AI is market share lost. Start with a no-commitment discovery call — we'll identify the three highest-ROI AI opportunities in your business within 60 minutes.

© 2026 MTSolutions Group. All rights reserved.

Las Vegas, Nevada · Serving businesses since 2019