A Wiley|Wilson Company

Experience That Powers Your Success

Our team brings battle-tested expertise from Fortune 500 enterprises, having previously delivered production AI systems that drive measurable business outcomes across multiple industries.

Architecture
Engineering
Aerospace
Construction
Oil & Gas
Defense
Manufacturing
Retail & E-commerce

AI-Powered Demand Forecasting for Growing Retailers

The Challenge

Growing retailers face the same inventory challenges as big-box stores—just at a different scale. Stockouts frustrate loyal customers while overstock eats into thin margins. This client's manual forecasting process took 2 days per week of staff time and still couldn't account for local events, weather, or seasonal shifts across their expanding footprint.

Our Solution

We deployed a right-sized demand forecasting system that processes their POS data alongside weather and local event signals. Built on cost-effective cloud infrastructure, the system integrates with their existing inventory management tools and requires minimal ongoing maintenance—designed for a growing business, not an enterprise IT department.

Results Delivered

$320K
Annual Savings
55%
Fewer Stockouts
91%
Forecast Accuracy
30 Days
Time to First Results
Manufacturing

AI-Powered Contract & PO Automation for Manufacturing

The Challenge

Mid-sized manufacturers often run lean operations where the same people handle purchasing, vendor management, and contract administration. This client's manual process for reviewing contracts and creating POs took 3-4 days per order cycle and resulted in a 12% error rate that caused production delays and strained supplier relationships.

Our Solution

We deployed an AI-powered document processing system that extracts key terms from contracts, auto-generates purchase orders, validates pricing against agreements, and flags exceptions for human review. The system integrates with their existing ERP and reduces the order cycle from days to hours.

Results Delivered

82%
Faster Processing
1.8%
Error Rate (was 12%)
$95K
Captured Discounts
20 hrs/wk
Time Saved
Financial Services

Smart Fraud Prevention for Regional Credit Union

The Challenge

Community financial institutions face the same sophisticated fraud attacks as big banks but without dedicated fraud teams or million-dollar budgets. This credit union's rules-based system couldn't adapt to new fraud patterns and blocked 1 in 10 legitimate transactions—damaging member relationships and creating support headaches.

Our Solution

We deployed a right-sized AI fraud detection system that learns member behavior patterns and adapts to new threats automatically. The system integrates with their existing core banking platform and provides clear explanations for every flagged transaction, empowering their small team to make confident decisions quickly.

Results Delivered

73%
Less Fraud Loss
78%
Fewer False Alerts
$205K
First Year Savings
4.2x
ROI in Year One
Architecture, Engineering & Construction

AI Document Intelligence for AEC Project Delivery

The Challenge

AEC firms generate enormous document volumes—every project produces hundreds of drawings, specifications, RFIs, submittals, change orders, and meeting minutes. This firm stored documents across Procore, SharePoint, email, and local drives with no unified search or cross-referencing. Finding the right revision of a specification could take 45 minutes. Missed RFI responses were causing rework that cost the firm an estimated $600K annually in unbilled hours and change orders.

Our Solution

We built an AI-powered document intelligence system that ingests documents from all sources, automatically classifies them by type and project phase, extracts key data points (dates, spec sections, responsible parties, deadlines), and creates a searchable knowledge graph across the entire project portfolio. Project managers now find any document in seconds, get automatic alerts for expiring deadlines, and can trace the full history of any design decision across RFIs, submittals, and change orders.

Results Delivered

74%
Faster Retrieval
$480K
Annual Time Savings
92%
Extraction Accuracy
15 hrs/wk
Saved per PM

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