SumatoSoft

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

[SumatoSoft @SumatoSoft]

Voice AI hit production-grade in 2025. Sub-800ms latency, solid interruption handling. Procurement catching up now. #VoiceAI

[SumatoSoft @SumatoSoft]

Most AI projects skip observability and find out at month four. Procure it as a line item from day one. #LLMOps

[SumatoSoft @SumatoSoft]

Plain RAG breaks on multi-hop questions. Graph RAG handles them. The architectural question for serious AI projects. #RAG

[SumatoSoft @SumatoSoft]

Prompt engineering = 2023. Context engineering = 2026. The work moved upstream of the prompt. #AIEngineering #LLM

[SumatoSoft @SumatoSoft]

Evals on every commit, not just at the testing phase. Anything else isn't AI in production. #AIEngineering #LLMOps

[SumatoSoft @SumatoSoft]

A2A is to multi-agent what MCP is to tools. Single-agent today, multi-agent within 18 months. Architecture decision now. #A2A #AI

[SumatoSoft @SumatoSoft]

AI lock-in is at orchestration and memory, not the model. That layer is rarely evaluated and the hardest to leave. #AIStrategy

[SumatoSoft @SumatoSoft]

MCP just passed 10K servers. The standard interface from agents to enterprise systems. Integration tax is dropping fast. #MCP

[SumatoSoft @SumatoSoft]

What affects AI development cost in 2026? Scope, data, infra, and upkeep. #AI #SoftwareDevelopment https://t.co/IDLCgeIjia

[SumatoSoft @SumatoSoft]

AI knowledge base with 15 languages and 5,000+ artifacts. #RAG #KnowledgeManagement https://t.co/BUnu6hxlUH

[SumatoSoft @SumatoSoft]

HIPAA-aligned AI platform cut waits and raised throughput. #Healthcare #AI https://t.co/FkyT1nWXup

[SumatoSoft @SumatoSoft]

AI route optimization cuts mileage and last-mile costs. #Logistics #AI https://t.co/5SVKLLF1yl

[SumatoSoft @SumatoSoft]

Predictive maintenance with explainable ML and earlier fault detection. #AIoT #Manufacturing https://t.co/2dM2Sd9aEZ

[SumatoSoft @SumatoSoft]

How we run QA to keep releases stable and defects down. #QA #SoftwareTesting
https://t.co/zoOMqA4oOV

[SumatoSoft @SumatoSoft]

See our video to not let your IoT investment turn into technical debt. #SoftwareDevelopment #IoT #CustomSoftware #Tech
https://t.co/mi0dVsEIaa

[SumatoSoft @SumatoSoft]

IoT security without the fluff. Weak points appear across the device lifecycle. #IoT #Cybersecurity
https://t.co/BJRbQCQqkV

[SumatoSoft @SumatoSoft]

SBOM = software ingredients list. Build it into CI: generate, store, refresh, link to vuln alerts. #SBOM #AppSec
https://t.co/ZBgRNUBj98

[SumatoSoft @SumatoSoft]

EU Cyber Resilience Act: plan vuln intake + reporting workflow early. #Cybersecurity #IoT
https://t.co/nXw3dcuKxz

[SumatoSoft @SumatoSoft]

Poll: Where do software teams lose most time? #PlatformEngineering #DevOps #DeveloperExperience #SoftwareDelivery #EngineeringManagement
https://t.co/0ygEsJs6VP

[SumatoSoft @SumatoSoft]

2026: enterprise software dev companies + 100-point evaluation rubric. #EnterpriseSoftware #IT
https://t.co/m7jrKoQzzo