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SumatoSoft @SumatoSoft

We help companies to digitalize their businesses. #softwaredevelopment #customsofware #iotdevelopment

Joined May 2014
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  • Followers 314
443 Photos and videos
Agents need permissions, logs, and review paths. Prompts are the easy part. #AgenticAI #EnterpriseSoftware
Cheaper models change product scope. The key question is how AI performs in daily use. #AI #SoftwareDevelopment
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Voice AI hit production-grade in 2025. Sub-800ms latency, solid interruption handling. Procurement catching up now. #VoiceAI
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Most AI projects skip observability and find out at month four. Procure it as a line item from day one. #LLMOps
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Plain RAG breaks on multi-hop questions. Graph RAG handles them. The architectural question for serious AI projects. #RAG
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Prompt engineering = 2023. Context engineering = 2026. The work moved upstream of the prompt. #AIEngineering #LLM
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Evals on every commit, not just at the testing phase. Anything else isn't AI in production. #AIEngineering #LLMOps
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A2A is to multi-agent what MCP is to tools. Single-agent today, multi-agent within 18 months. Architecture decision now. #A2A #AI
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AI lock-in is at orchestration and memory, not the model. That layer is rarely evaluated and the hardest to leave. #AIStrategy
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MCP just passed 10K servers. The standard interface from agents to enterprise systems. Integration tax is dropping fast. #MCP
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What affects AI development cost in 2026? Scope, data, infra, and upkeep. #AI #SoftwareDevelopment sumatosoft.com/blog/ai-devel…

What Affects AI Development Cost in 2026

Unpack the true cost of building AI: explore industry use cases, key budget drivers, and how to justify your investment. đź“Š

sumatosoft.com
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AI knowledge base with 15 languages and 5,000 artifacts. #RAG #KnowledgeManagement sumatosoft.com/portfolio/ai-…

Case study: AI-powered knowledge base platform for a global nonprofit organization

Case study about the development of an AI-powered web platform to store, analyze, explore artifacts related to ethnic minorities.

sumatosoft.com
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HIPAA-aligned AI platform cut waits and raised throughput. #Healthcare #AI sumatosoft.com/portfolio/hip…

Case Study: HIPAA-compliant AI-powered patient management platform

Development of an AI platform allowing to patients’ wait times reduction and daily throughput of the Client’s branches increase.

sumatosoft.com
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AI route optimization cuts mileage and last-mile costs. #Logistics #AI sumatosoft.com/portfolio/ai-…

Case Study: AI/ML route optimization for a freight delivery service

The software calculates routes that take into account time windows, traffic, weather, suitable vehicles, and recalculate ETAs in real-time.

sumatosoft.com
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Predictive maintenance with explainable ML and earlier fault detection. #AIoT #Manufacturing sumatosoft.com/portfolio/ai-…

Case Study: AI-powered predictive maintenance for a large industrial manufacturer

A web-based AIoT solution for the Client’s existing IoT platform adding explainable ML models, context analysis, and maintenance system integration.

sumatosoft.com
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How we run QA to keep releases stable and defects down. #QA #SoftwareTesting youtu.be/EK_AeHkzivQ

SumatoSoft's Quality Assurance Process: Ensuring Bug-Free Software

Quality Assurance has changed. It's no longer just about finding bu...

youtube.com
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See our video to not let your IoT investment turn into technical debt. #SoftwareDevelopment #IoT #CustomSoftware #Tech youtube.com/watch?v=MqE53-sb…

IoT Implementation Pitfalls and How to Avoid Them

Don't let your IoT investment turn into technical debt. Here is the...

youtube.com
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IoT security without the fluff. Weak points appear across the device lifecycle. #IoT #Cybersecurity youtu.be/pFzS0oyrrR8

IoT Security Explained: How It Works (and Why It Fails)

The Internet of Things is expanding faster than we can secure it. B...

youtube.com
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SBOM = software ingredients list. Build it into CI: generate, store, refresh, link to vuln alerts. #SBOM #AppSec linkedin.com/posts/sumatosof…

Automate SBOM Generation for Secure Software Development | SumatoSoft posted on the topic | LinkedIn

SBOMs are getting practical 📋 An SBOM is an inventory of software components. And since a lot of software is in what we pull in, how we build, and what we ship, SBOMs are getting practical. 🏗️ If...

linkedin.com
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EU Cyber Resilience Act: plan vuln intake reporting workflow early. #Cybersecurity #IoT digital-strategy.ec.europa.e…

Cyber Resilience Act

Introducing the Cyber Resilience Act: the EU's new plan to make sure all digital products are safe from cyber threats. This important rulebook requires that devices and software are designed,...

digital-strategy.ec.europa.eu
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