And I think if you sort of try to shoehorn an AI into these like tiny little boxes and then you add, you know, kind of this code layer around it, you're sort of missing the point of what can be done with AI today. I think if you build, you know, for the ability for these AI agents to take any standard operating procedure and be able to run that process end to end, that's the direction that we're sort of taking at at pace. On this episode of Training Data, we sit down with Jamie Cuff, the founder and CEO of ...

Financial Data and Key Metrics Changes - For the second quarter, revenue increased slightly to $5,160,000 compared to $5,130,000 in the previous quarter, marking the sixth consecutive quarter of revenue over $5,000,000 [20][29] - Net income for the quarter increased 27% to $431,000 compared to $340,000 last year, reflecting higher gross profit and lower operating expenses [20][33] - For the first half of fiscal year 2026, total sales reached a record $10,300,000, up from $10,190,000 in the previous year, with net income increasing 36% to $917,000 [23][37] Business Line Data and Key Metrics Changes - Medical market sales increased by 150% year over year to $1,000,000, driven by balloon coating systems shipped to the U.S., Europe, and China [19][22] - Integrated Coatings Systems sales decreased by 24% to $1,530,000, primarily due to a customer-requested delivery delay [21] - OEM sales increased by 92% to $394,000, driven by strong shipments to Fluxer OEMs and new optics-related OEM wins [21] Market Data and Key Metrics Changes - U.S.-Canada sales decreased by 22% year over year, driven by slowing momentum in the clean energy industry [20] - Sales in Asia increased by 153% year over year, with major growth in China and other parts of Asia [20] - EMEA sales increased by 25%, while Latin America sales decreased by $74,000 [21] Company Strategy and Development Direction - The company has shifted to offering larger, more complex systems, which has broadened its addressable market and increased average unit selling prices [9][16] - The diversification strategy has shown momentum in the medical device industry, offsetting declines in clean energy orders [14][27] - Investments in R&D and application engineering are aimed at enhancing customer partnerships and driving long-term growth [64][66] Management's Comments on Operating Environment and Future Outlook - Management expressed optimism about future growth, supported by a solid backlog of $11,200,000 and a strong balance sheet with $10,600,000 in cash and no debt [15][26] - The company anticipates modest revenue growth for the full fiscal year, balancing caution with expected demand from the medical device industry [15][27] - Management noted that the clean energy sector is expected to decline this year, but diversification efforts are expected to mitigate this impact [14][27] Other Important Information - The company reported a gross profit margin increase to 50% for the second quarter, attributed to a favorable product mix and reduced costs [29][30] - The company has invested $1,300,000 in R&D for the first half of fiscal year 2026, compared to $1,400,000 in the previous year [26][34] - The company maintains a strong cash position with no outstanding debt, allowing for continued investment in growth initiatives [37] Q&A Session Summary Question: Insights on medical device strength and Chinese exposure - Management noted that despite challenges in the Chinese market, significant orders have been captured due to superior quality compared to local competitors [42][45] Question: Details on new optics-related OEMs - Management indicated that these new partnerships are significant for long-term market entry, although immediate revenue impact may be limited [76] Question: Semiconductor market outlook - Management reported strong interest from customers at a recent trade show, indicating potential growth in the semiconductor sector [79] Question: Backlog revenue recognition timeframe - The majority of recent large orders will be recognized in FY 2027, with some expected to ship in the current fiscal year [87] Question: Projections for second half sales - Management expects Q3 to be slightly higher than Q4 due to a system shipment delay [90]