AI Self-hosting math people skip:
A GPU fleet sized for peak runs at 30–60% utilization → effective cost 1.5–3x the headline rate.
Break-even is usually sustained hundreds of millions of tokens/day. Below that the API wins.
diffco.us/blog/self-hosted-v…
Our hard rule for AI in regulated finance:
Models propose. Deterministic services execute. The model never holds the keys to a money-moving API.
Policy gates are unit-tested code, not prompts. The model can be wrong. The gate can't.
diffco.us/blog/ai-in-fintech…
🚀 Big news! @Diffco_us is a @TrueFirms Top Companies Award 2024 winner! 🎉
Chosen from 5,374 nominations across 88 countries, this award reflects our commitment to innovation, excellence, and business growth.
A huge thank you to our clients, partners, and team!
🚀 Excited to announce our partnership with Optimizely, the leading CMS platform! Our talented team at Diffco is creating stunning, personalized digital experiences. Get ready for AI-powered innovation and next-level web development! 🌐✨ #Diffco #Optimizely #SoftwareDevelopment
We’re excited to share a fantastic review from Don Markland of Accountability Now. Our team at Diffco collaborated with Don to develop a cutting-edge custom e-learning platform. 🎥
Check It out: youtube.com/watch?v=R3CS9ZIF…
Diffco has been honored as one of the Top Web Development Companies by @designrushmag 🏆 Immense gratitude to our dedicated team and valued clients for making this achievement possible! 🙌
Diffco proudly announces its inclusion in @techreviewer_co list of top software development companies in the USA for 2024. This recognition highlights our unwavering commitment to delivering cutting-edge solutions and underscores our significant impact on the tech industry
🚀 Exciting News! 🎉 Diffco has been named one of the Top Software Development Companies by DesignRush! 🏆 Thank you to our incredible team and clients for making this possible! 🙌









