Case Studies
Selected Work
We specialize in problems that don't fit templates. Here's a selection of challenges we've solved for clients across industries.
Deroni Uses ABI to Turn AI from a Tool into an Integrated Part of the Business
ABI implemented as part of Deroni's real business environment — connected to its systems, data, processes, teams, and priorities.
The challenge
Fragmentation across separate AI tools, none connected to the company's real context
Outcome
AI integrated into Deroni's real business environment
ABI Adds Operational Capacity Where Seasonal Workload Exceeds Human Capacity
ABI added processing capacity to a large multi-location hospitality operation, working inside its ERP, inventory, and financial flows during peak season.
The challenge
Seasonal workload multiplying faster than the team could process it across multiple locations
Outcome
~20 days of processing backlog cleared in 2 days
Financial Document Processing
Automated extraction and classification of complex financial documents for a major investment firm
The challenge
Processing thousands of varied financial documents daily
Outcome
92% reduction in manual review time
Lead Prioritization Engine
Multi-criteria scoring system for enterprise sales teams at a B2B SaaS company
The challenge
Sales team overwhelmed with low-quality leads
Outcome
3.2x improvement in conversion rates
Entity Resolution Pipeline
Disambiguation and matching across fragmented healthcare data for a regional health network
The challenge
Patient records fragmented across 12 legacy systems
Outcome
99.4% accuracy on patient matching
Contract Intelligence System
Semantic analysis and risk scoring for legal contract review at a corporate law firm
The challenge
Manual review bottleneck on high-volume deals
Outcome
75% faster contract review cycles
Fraud Detection Platform
Real-time anomaly detection and risk scoring for an e-commerce marketplace
The challenge
Increasing sophisticated fraud patterns evading rules
Outcome
65% reduction in fraud losses
Production Optimization System
Multi-constraint scheduling optimization for a precision manufacturing company
The challenge
Complex production schedules with hundreds of constraints
Outcome
40% reduction in changeover time
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