Featured case studies
How Can Intelligent Automation Streamline EPA CEDRI Reporting?
By bringing in an intelligent automation tool to link their field data directly with the Compliance and Emissions Data Reporting Interface (CEDRI), they completely ditched their clunky spreadsheet workflows. This smart move slashed their annual reporting costs by 43% and gave them continuous audit readiness, boosting their regulatory standing and overall operational transparency.
How a Fortune 500 Upstream Operator Achieved Real-Time SCADA-ERP Intelligence Across 10,000+ Wells
By implementing the IQ Platform, the operator completely flipped the script. Today, AI-driven intelligent workflows automatically evaluate every single well daily, boosting operator efficiency by 50% and driving a 3–5% production increase in gas lift operations.
How a 15-Site Physician Group Used Automation Cut No-Shows by 32% and Recovered $137K Annually with AI-Powered Scheduling
After deploying the IQ Platform’s Intelligent Workflow Automation across its scheduling infrastructure, the organization reduced no-shows by 32%, recovered approximately $8,251 in monthly appointment revenue, and reallocated 825 staff hours annually to higher-acuity patient interactions.
How Closed-Loop Choke Automation Unlocked 14,400 Incremental Barrels Per Year on Mature Permian Pads
By deploying an AI-driven, closed-loop production platform with autonomous choke tuning capabilities, the operator recovered 14,400 incremental barrels per year, achieved over $100,000 in annual efficiency savings, and eliminated the reactive, manual choke management workflow that had been costing millions in deferred and unrecovered EUR, all without adding headcount or new hardware.
How One U.S. Carrier Used Automation & Reduced Maintenance-Related Cancellations by 99% and Unlocked Eight-Figure Annual Savings
After deploying the IQ Platform’s Predictive Intelligence ecosystem, integrating IoT sensor data, intelligent document processing, and blockchain-backed parts traceability, the carrier reduced maintenance-related cancellations by over 99%. The transformation generated eight-figure annual savings and earned Aviation Week’s 2024 Grand Laureate Award for operational innovation.
How a Gulf of Mexico Operator Cut ESP Restarts by 61% and Recovered $7.99M in Annual Deferred Production through Automation
By deploying the IQ Platform’s autonomous lift surveillance and intervention layer, the operator increased ESP uptime to 95%, cut the average restart rate from 14 to 5.4 per well per year, and reduced ESP incidents by more than 50%, while eliminating the operational dependency on shift-based, manual control room response.
How a Dallas-Based Carrier Cut Crew Scheduling Cycle Time by 60% While Achieving 100% FAA Audit Readiness through Automation
IQ for Crew, built on the IQ Platform by Deep Dynamics, delivered a 227% ROI over 36 months. The middleware layer reallocated 14 FTEs to policy work and eliminated FAA audit exposure, without replacing legacy systems.
How a 35-Location Physician Network Went From Reactive Denial Management to 99.5% Clean Claim Accuracy through Automation
After deploying the IQ Platform across a 16-week phased implementation, the group achieved a 70% reduction in claim resolution time, a 99.5% clean claim accuracy rate on automated submissions, and full platform payback within 11 months.
How a Multi-Specialty Physician Group Cut Coding Time by 75%, Without Adding Headcount
After deploying the IQ Platform, the group achieved a 75 percent reduction in coding time and 30 percent coder productivity gains, unlocking 25 percent revenue growth from accurate charge capture and significantly improving first-pass claim acceptance rates across all specialties.
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