AI Consulting for Established Companies

Legacy to Intelligence

Your competitors are investing millions in AI. You have something they don't: 20 years of data, proven processes, and institutional knowledge. We turn that into measurable competitive advantage.

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The Reality

The Window Is Closing

Your competitors are deploying AI. Your experienced employees are retiring—taking decades of knowledge with them. The data sitting in your legacy systems is either an asset or a liability.

The companies that act now will compound their advantage. The ones that wait will spend years catching up.

Legacy data trapped in old systems
Expertise locked in people's heads
Manual processes that don't scale
What We Build

AI Infrastructure That Ships

Data Intelligence
Turn legacy databases, spreadsheets, and documents into searchable, actionable knowledge bases.
AI Assistants
Custom agents that know your business—answering questions, processing requests, handling operations 24/7.
Process Automation
Identify bottlenecks and automate repetitive work. Your team focuses on judgment, not data entry.
Predictive Operations
Forecast demand, predict maintenance needs, optimize scheduling—all based on your historical data.
Industries

Built for Companies Like Yours

We work with established companies across industries—organizations with real data, real customers, and real complexity.

Manufacturing Distribution Construction Financial Services Industrial Services Professional Services Healthcare Admin Family Businesses
Typical client profile:
  • $10M – $500M revenue
  • 10+ years in business
  • Data in legacy systems
  • Ready to modernize
Results

Transformation Stories

Manufacturing
73%
Regional Manufacturer Digitizes Tribal Knowledge
Captured 30 years of production expertise in an AI system before key retirements. Reduced training time for new operators by 73%.
Distribution
4.2x
Logistics Company Automates Quote Generation
AI-powered quoting that processes historical data to generate accurate estimates 4.2x faster than manual methods.
Professional Services
$1.8M
Consulting Firm Deploys Knowledge Assistant
Internal AI that searches 15 years of project history, proposals, and deliverables. Estimated $1.8M saved in duplicated work.
Common Questions

What to Expect

What makes MASE different from other AI consultants?
We ship. Most consultants deliver slide decks and roadmaps. We deliver working AI systems in production. Our focus is established companies with real data—not startups chasing hype.
Our data is a mess. Can you still help?
That's normal. We've built AI on top of 30-year-old spreadsheets, paper records, and legacy ERP systems. The data doesn't need to be perfect—it needs to be yours.
How fast can we see results?
30-60 days for initial impact. We start with one high-value use case, prove ROI, then expand. No 18-month roadmaps before anything works.
What does this cost?
Strategy sessions: $500. Implementation: $15K-$50K+ depending on scope. We give you a clear quote after understanding your situation—no surprise invoices.
Will AI replace our employees?
No. It makes them dramatically more effective. AI handles the repetitive work so your people focus on judgment, relationships, and expertise. Most clients take on more work, not less staff.
Get Started

Book Your Strategy Session

A focused conversation about where AI can have the most impact on your business. No jargon, no pitch decks. Just a clear assessment and actionable next steps.

MASE Services LLC | California
AI-Native