Every project starts with a business problem worth solving. Here's how we've helped companies across manufacturing, finance, construction, and property management transform their operations with AI.
Projects Delivered
Industries Served
Products Launched
Client Satisfaction
Browse projects by industry — filter the list below to see the work most relevant to your sector.
"From hours to minutes — AI that understands what customers are asking for."
Estimators spent 40–60% of their time manually parsing customer emails, looking up products across 6+ spreadsheets, and assembling quotes in Word documents. A single quote took hours; complex ones took days. The company had zero visibility into quote volume, win rates, or bottlenecks.
Built QuoteApp — an end-to-end AI quote automation system on the Microsoft Power Platform. Azure OpenAI parses inbound emails, semantically matches products against a 5,000+ item catalog, applies four-layer discount logic (customer, volume, special, discretionary), and generates branded PDF quotes — all routed through an estimator review step in Power Apps.
Azure OpenAI parses customer emails, extracting products, quantities, and delivery requirements
Semantic search matches extracted items against 5,000+ products with confidence scoring
Four-layer discount matrix + regional pricing applied automatically to generate line items
Teams notification → Power Apps review → one-click PDF delivery to customer
Quote turnaround
was: Hours to days
AI match accuracy
was: Manual lookup
Automated discounts
was: 6+ spreadsheets
Pipeline visibility
was: Zero tracking
QuoteApp cut our turnaround from hours to minutes. The AI actually understands what customers are asking for — even when they use shorthand we've never formally documented.
Our proven process takes your toughest challenges and turns them into shipping software.
We dig deep into your problem — not your wishlist. Interviews, data review, and process mapping to find the highest-impact opportunity.
Design the solution architecture, data flows, and AI model strategy. You see wireframes and a technical plan before we write code.
Rapid 2-week sprints with working demos. You test real software, not mockups. We ship fast and adjust based on real feedback.
Production deployment with monitoring, documentation, and training. We stick around to optimize and ensure adoption.
Tell us about your challenge. We'll tell you honestly whether AI is the right approach — and what it would take to build it.
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2025 · AI Studio
We don't sell AI hype — we ship AI that runs your operation. If it isn't the right problem for AI, we'll tell you before you spend a dollar on it.