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Self-Hosting DeepSeek-V4.1-Flash: Verified Costs, Hardware, and Performance

Self-hosting DeepSeek-V4.1-Flash-1017 cuts costs to under $0.02 per million tokens for 100M tokens/month, compared to $60–$750 with the cloud API. This guide details hardware requirements (2 NVIDIA SM100 GPUs for a 128K-token context), infrastructure costs, and suitable use cases like batch processing or RAG, …

By the Keerok newsroom
05 Nov 2026 · 5 min

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Blog

AI Governance: Managing Shadow AI and Securing AI Usage in Your Company

Shadow AI – the undeclared use of artificial intelligence tools by employees – has emerged as one of the most underestimated risks facing businesses today. With …

01 May 2026 · 14 min

Blog

AI Pilot to Production: Step-by-Step AI Deployment Strategy for SMEs

91% of SMEs with AI increase their revenue, according to Salesforce 2025 research. Yet most AI pilot projects never make it to production. The gap between …

30 Apr 2026 · 9 min

Tutorial

DeepSeek for Business: Self-Host AI for 10x Less Cost

In 2025, proprietary AI costs are forcing businesses to reconsider their infrastructure strategy. According to NXCode.io's DeepSeek API Pricing Guide, DeepSeek V4-Flash costs $0.14 per million …

29 Apr 2026 · 12 min

Blog

AI Training for Teams: Upskilling Your Workforce (SME Guide)

AI adoption in SMEs has reached a critical inflection point: 90% of business leaders recognize AI as a strategic priority, yet 26% remain stalled due to …

27 Apr 2026 · 7 min

Tutorial

Make.com + Airtable Automation: 5 Real Scenarios for SMEs

In 2026, SMEs leveraging Make.com and Airtable automation are seeing measurable ROI: 8x faster quote generation, 25% conversion rate increases, and 15+ hours saved weekly on …

26 Apr 2026 · 10 min

Tutorial

Build No-Code AI Apps with Lovable, Bolt & Replit in 2026

In 2026, building no-code AI apps has evolved from experimental tools to production-ready platforms like Lovable, Bolt.diy, and Replit Agent. According to Hoko.team research, Replit Agent …

21 Apr 2026 · 10 min

Tutorial

Model Context Protocol: Connect AI to Your Business Tools

Imagine your AI assistant querying your live CRM data, pulling manufacturing metrics from your database, or triggering an ERP workflow—all through a simple natural language request. …

16 Apr 2026 · 10 min

Tutorial

Python Business Automation: Real Examples for SMEs

According to Salesforce, businesses can automate up to 70% of invoice data entry time through intelligent automation. For SMEs looking to scale without proportional headcount growth, …

14 Apr 2026 · 11 min

Tutorial

Make.com Tutorial for Beginners: Automate Processes in 7 Steps

In 2025, automation platforms like Make.com are democratizing workflow automation for businesses of all sizes. With its visual interface and 1,500+ app integrations, Make.com enables teams …

08 Apr 2026 · 9 min

Blog

AI Voice Agents: Automate Phone Calls & Customer Service

AI voice agents are reshaping customer service automation for businesses worldwide in 2025-2026. With costs as low as €0.08 per minute and response latency under 700ms, …

05 Apr 2026 · 11 min

Blog

Claude Cowork: Using AI as Your Daily Work Partner

As Claude reaches 30 million monthly active users and serves over 300,000 business customers (Panto AI, 2025), enterprise AI adoption is shifting from experimentation to systematic …

31 Mar 2026 · 9 min

Blog

EU AI Act Compliance: What French SMEs Must Do Before August 2026

The EU AI Act, effective August 1, 2024, imposes binding compliance obligations on businesses across Europe — including SMEs — with critical deadlines approaching in August …

29 Mar 2026 · 7 min

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