Data Applications Company, Limited
3848・Standard Market・Information & Communication
Business
Data Applications, Inc. was established in 1982 as a software company specializing in data exchange middleware. Between 2024 and 2025, the company made WEEL, DTC, and Melon subsidiaries, transitioning from its former single-segment structure to a three-segment structure comprising "Software Business," "System Integration Business," and "AI-Related Business." Its flagship products are the enterprise data integration platform "ACMS Apex" and the cloud-based data integration platform "ACMS Cloud." Major customers include leading system integrators and information service companies, led by Fujitsu (14.0% of sales), with indirect sales (via agents) as the primary sales channel. The company's business is founded on corporate demand for DX promotion and data integration, with consolidated net sales of ¥4,322 million for FY2026 (ending March 2026).
Business Model
In the Software Business, ACMS Apex and ACMS Cloud license, maintenance, and cloud services are provided on a subscription basis, building a stable revenue base with a recurring revenue ratio of 83.3% and MRR of ¥89 million. As of FY2026 (ending March 2026), new one-time (perpetual) sales were discontinued, completing the transition to a fully subscription-based model. EDI/EAI System Integration Business by DTC (revenue of ¥1,328 million) and Generative AI Contract Development by WEEL and Melon (AI-Related Business revenue of ¥567 million) are driving scale expansion.
Company Strengths
Since the launch of ACMS in 1989, the company has continued product development specialized in the EDI, EAI, and data integration fields. ACMS Cloud achieves a monthly uptime rate of 99.5% and processing performance of 4,000 transactions/hour. For the existing products ACMS Apex and RACCOON, processing time for small-volume, high-frequency data has been reduced by up to 50% (based on the company's own measurements), reflecting continuous strengthening of technological superiority.
In the Software Business for FY2026 (ending March 2026), the recurring revenue ratio reached 83.3% and MRR reached ¥89 million. As of FY2026 (ending March 2026), the company has discontinued new one-time (perpetual license) sales and completed the full transition to a subscription-based model. The accumulation of recurring revenue is structurally enhancing the predictability and stability of sales.
As of the end of FY2026 (ending March 2026), the equity ratio stood at 68.4%, with cash and cash equivalents of ¥4,112 million. Interest-bearing debt remained limited to ¥348 million, maintaining a financial structure that is effectively close to debt-free. Backed by abundant cash, the company has adopted an aggressive shareholder return policy, targeting a total payout ratio of 100% (full payout) and a DOE of approximately 3.5%–5.0%.
ENVALITH's Perspective
Performance Trend
Consolidated net sales for FY2026 (ending March 2026) reached a record high of ¥4,322 million (up 65.8% year on year), primarily due to the new consolidation of DTC and Melon (System Integration Business ¥1,328 million, AI-Related Business ¥568 million). Meanwhile, cost of sales surged to ¥2,089 million (from ¥794 million in the prior period), causing the gross profit margin to fall to 51.7%. With the addition of ¥95 million in goodwill amortization and ¥44 million in extraordinary losses (compensation payments), operating profit fell 15.9% year on year to ¥276 million, and profit attributable to owners of parent fell 41.8% to ¥156 million, marking a significant deterioration in profitability. Amid continued external headwinds such as corporate caution toward IT investment, elevated prices, and rising labor costs, the standalone Software Business posted a slight decline in sales to ¥2,426 million (from ¥2,527 million in the prior period). For FY2027 (ending March 2027), the company forecasts net sales of ¥5,000 million (up 15.7%) and operating profit of ¥280 million (up 1.2%), with a full-scale recovery in profitability remaining a medium-term challenge.
Growth Strategy
Aiming for net sales of ¥6,000 million in FY2028 (ending March 2028) through ACMS Cloud expansion, group synergies, and full transition to subscription-based sales
The cloud-based data integration platform "ACMS Cloud" launched on November 28, 2025. The company is expanding its sales channels through strengthened collaboration with sales agents, seminars, and enhanced sales materials. FY2027 (ending March 2027) is positioned as the year to accelerate the ACMS Cloud business, leveraging group synergies through construction collaboration with DTC.
Effective from shipments made on and after April 1, 2026, new one-time (perpetual) sales have in principle been discontinued in favor of a unified subscription model. During the transition period, growth rates may temporarily slow, but the company aims to build a stable future revenue base by accumulating MRR of ¥89 million and a contract liability balance of ¥1,012 million. Recurring revenue ratio stands at 83.3%, and the subscription ratio at 49.1% currently.
By consolidating three subsidiaries—DTC (EDI/EAI, SI), Melon (AI development, time-series analysis), and WEEL (generative AI contract development)—the company is building a vertically integrated group spanning data integration, AI, and business infrastructure. Intra-group sales of ¥144 million have been generated, and substantive synergies have begun, including DTC's collaboration on the ACMS Cloud construction framework. Efforts to strengthen hiring of AI talent and data scientists also continue.
Human capital management is set forth as one of the three strategies in the medium-term management plan. The company is advancing environmental improvements such as strengthened hiring focused on engineers, certification as "Best Workplace" under the D&I AWARD 2025, and certification as an Excellent Health Management Corporation 2026. At DTC, the company aims to improve future profit margins through continued new graduate hiring and an increased in-house development ratio.
Last updated: July 19, 2026

