Success Stories

Client work, paired with what AI Escape did.

A look at AI Escape work across operations, analytics, legal workflows, public-sector process improvement, venture analysis, and training-data strategy.

Client proof

AI systems applied to real operating work.

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Commercial kitchens

USA Restaurant Suppliers

AI Escape helped build the agentic Shopify operating system behind $0 to $1.2M ARR, 99.99% uptime, 1M+ product and pricing data points, quote automation, and shipping orchestration.

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Customer experience intelligence

Real Time Feedback

AI Escape helped Real Time Feedback turn 4.8M+ reviews across 12 review channels into scorecard grading, issue clustering, competitor context, and follow-up campaign support.

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Enterprise events

Cisco

AI Escape built Cisco a customized digital escape room event platform for two AI-and-HR team events, orchestrating 400+ international players through Cisco-branded puzzles, playtesting, and live leaderboards.

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Promotional product analytics

TD Bank

AI Escape assisted TD Bank in analyzing 1,000+ promotional product SKUs across 1-2 years of disorganized sales records, using AI and statistics for category normalization, slow-seller identification, forecasts, inventory drawdown, counterfactuals, Markov-sampling priors, and backtested error estimates.

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Grant reporting operations

CDC

AI Escape helped CDC organize 100+ grants and varied grant outcome reports into a structured 5-year, 50+ page reporting system with citation, reference, and authorship checks, journal metrics, easy section updates, and AI-built LaTeX report themes.

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Program profitability

Score Promotions

AI Escape helped Score Promotions unify profitability for a $5M+ promotional sales program across 800+ SKUs and 10M+ eaches, joining storefront, inventory, pricing/accounting, supplier-invoice, PO, logistics, and setup-cost inputs with AI-assisted checks and automated reporting.

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Portable charger rentals

Zappy

AI Escape helped Zappy connect portable-charger rental operations across venues, devices, orders, dashboard reporting, and guarded payout workflows.

Venture capital

Foothill Ventures

AI Escape built custom AI tooling for Foothill Ventures to streamline startup discovery, investment-opportunity analysis, and data-driven decisions.

Legal operations

J. L. Davidson Law

AI Escape helped J. L. Davidson Law automate documentation tasks and improve file-management accuracy for legal operations.

Mortgage brokerage

Lendwire

AI Escape helped Lendwire improve mortgage-broker data management, customer experience, and operational workflows with AI.

Training data

Pareto

AI Escape advised Pareto on AI strategy to optimize data-collection workflows and improve training-data quality.