@SumatoSoft

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

 USA, Boston
sumatosoft.com/
Joined May 2014
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  • Followers322
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Audit trail gaps blocked 12 of 33 regulated AI projects, more than any other barrier in our research. #AICompliance sumatosoft.com/stats/ai-audi…

What Blocks AI Projects in Regulated Industries

AI audit trail and decision reconstruction blocked 12 of 33 AI projects in regulated industries, ahead of data boundaries (7) and data provenance (4).

sumatosoft.com
New research on 40 live AI agents: 25.6% run unattended, and 32 of 40 were narrowed after go-live. #AIAgents sumatosoft.com/research/ai-a…

Agentic AI in Production: Where Agents Run Unattended and Where They Get Pulled Back

SumatoSoft studied 40 AI agents in production across four functions: 25.6% run unattended and 80% were narrowed after go-live. What breaks, and why.

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Our new guide sorts 9 bank AI use cases by what US and EU rules allow today. #AIinBanking #EUAIAct sumatosoft.com/blog/ai-in-ba…

AI in Regulated Finance: What Banks Can Deploy Today Without Failing an Audit

SR 11-7 is gone, SR 26-2 skips generative AI, and EU credit-scoring rules start Dec 2027. See which bank AI to deploy now, deploy with controls, or hold.

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CTOs and CIOs at companies with 250 to 2,000 employees: we're building a benchmark of mid-market AI budgets and need 3 minutes of your time. We publish figures only in aggregate, and respondents receive a backlink to their websites. forms.gle/mxRjEC2Zk4KfiQaHA #AIBudget #CIO
🤖 Made with AI
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Scattered property docs, one RAG platform that answers with citations and role-based access. #RAG #PropTech sumatosoft.com/portfolio/cas…

Case Study: RAG-based knowledge platform for a commercial real estate operator

Learn how SumatoSoft developed the RAG-Based Knowledge Platform transforms approach to knowledge management and enhance accessibility.

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A fintech lender tamed a growing fraud-review queue with one explainable AI decision flow. #Fintech #Underwriting sumatosoft.com/portfolio/ai-…

Case Study: AI integration of anti-fraud and underwriting for a fintech firm

Find out how SumatoSoft performed AI integration of anti-fraud and underwriting for a fintech company. Detailed case study inside.

sumatosoft.com
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SDLC assumes software behaves the same way twice. AI doesn't. ADLC closes the gap. #AgenticAI #AIGovernance sumatosoft.com/blog/what-is-…

What Is ADLC? A 2026 Guide to Governing Probabilistic AI Systems

ADLC is a software engineering framework for probabilistic AI systems with built-in governance. 7 phases, 5 pillars, and when to use it instead of SDLC.

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95% of enterprise AI pilots stall. We studied the 5% that ship. #EnterpriseAI #AIAdoption sumatosoft.com/blog/ai-adopt…

AI Adoption in Enterprises: 16 Success Cases and the KPIs They Improved in 2026

SumatoSoft research: 16 enterprise AI rollouts, benchmark KPIs, and the five traits successful adoptions share. Onboarding cut from 4.5 days to 12 minutes.

sumatosoft.com
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Budgeted $12k/mo for an AI copilot. By month 3: $34k. Forecast LLM spend with a free calculator. #LLM #AICost sumatosoft.com/blog/ai-token…

AI Token Cost Calculation: A Pricing-Independent Framework for Forecasting LLM Spend (2026)

Discover how to calculate AI Token costs using six essential variables for better budget management in LLM projects.

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If a tool makes the team work around it every day, the "cheaper" option may be charging rent. ✅ #CustomSoftware
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Bad requirements do not become good software after coding starts. Discovery is where the cheap fixes live. 🧭 #SoftwareDev #ProductDev
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A demo proves the happy path. Production proves the system. The expensive part starts after applause. 🛠️ #EnterpriseIT #SoftwareDev
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The best AI feature may be the quiet one that removes friction inside the workflow. #AI #ProductDesign
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AI UX now depends on trust design: sources, review, access, and fallback. #AIProducts #EnterpriseAI
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AI products depend on physical capacity, too. The stack now starts lower than many teams assume. #AIInfrastructure #Cloud
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AI is becoming infrastructure, not only a feature layer. #AIInfrastructure #SoftwareDelivery
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𝐀𝐈 𝐝𝐞𝐦𝐚𝐧𝐝 𝐢𝐬 𝐬𝐡𝐨𝐰𝐢𝐧𝐠 𝐮𝐩 𝐢𝐧 𝐞𝐧𝐭𝐞𝐫𝐩𝐫𝐢𝐬𝐞 𝐛𝐮𝐝𝐠𝐞𝐭𝐬. Workflow fit matters more than novelty. #EnterpriseSoftware #AI
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𝐀𝐈 𝐜𝐨𝐝𝐢𝐧𝐠 𝐢𝐬 𝐬𝐜𝐚𝐥𝐢𝐧𝐠 𝐟𝐚𝐬𝐭. Weak engineering spreads faster, too. #AICoding #SoftwareDevelopment
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Agents need permissions, logs, and review paths. Prompts are the easy part. #AgenticAI #EnterpriseSoftware
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Cheaper models change product scope. The key question is how AI performs in daily use. #AI #SoftwareDevelopment
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