{"id":1084,"date":"2026-02-18T14:26:59","date_gmt":"2026-02-18T10:26:59","guid":{"rendered":"https:\/\/spoonconsulting.com\/?page_id=1084"},"modified":"2026-08-14T10:28:10","modified_gmt":"2026-08-14T06:28:10","slug":"augmented-intelligence","status":"publish","type":"page","link":"https:\/\/spoonconsulting.com\/fr\/augmented-intelligence\/","title":{"rendered":"Intelligence augment\u00e9e"},"content":{"rendered":"\t\t
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    Enterprise AI Integration
    Inject Intelligence<\/span> into Your Core Systems<\/h1>

    Secure, agentic AI at the heart of your core business systems<\/p>

    Spoon Consulting engineers enterprise-grade, model-agnostic AI into your Salesforce, Oracle, Microsoft, Infor, and Sprinklr stack\u2014native platform capabilities or bespoke agents, focused on measurable ROI, agentic execution, and lasting user adoption.<\/p>Talk To Our Experts<\/a><\/div>

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    Why AI<\/span>

    The Strategic Imperative for Enterprise AI<\/h2>

    AI has moved from experimental pilots to an indispensable pillar of operational efficiency and core IT modernization.<\/p><\/div> \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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    30\u201385%<\/div>
    Operational Productivity<\/div>

    gain in operational productivity \u2014 1 to 2 hours saved per employee daily through agentic workflows (McKinsey & OpenAI, 2025)<\/p><\/div> \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    74%<\/div>
    Measurable ROI Year One<\/div>

    of high-adopting enterprises see ROI within year one, with leaders attributing 10\u201315% of EBIT to AI (McKinsey, 2025)<\/p><\/div> \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    4.8\u00d7<\/div>
    Labor-Productivity Growth<\/div>

    higher growth in AI-exposed sectors, a proven lever against specialized talent shortages (PwC, 2025)<\/p><\/div> \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    15%<\/div>
    Autonomous Decisions<\/div>

    of daily business decisions co-piloted or autonomously executed by AI agents by 2028 (Gartner, 2025)<\/p><\/div> \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    40%+<\/div>
    Embedded Agents by 2026<\/div>

    of major enterprise applications will ship embedded, task-specific autonomous agents (Gartner, 2025)<\/p><\/div> \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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    Challenges<\/span>

    Overcoming Structural Hurdles to AI Adoption<\/h2>

    We help CIOs neutralize the eight critical roadblocks of integrating agentic AI into complex, multi-vendor IT environments.<\/p><\/div> \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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    Data Quality & Silos<\/h3>

    Dirty, fragmented enterprise data that triggers AI hallucinations and unreliable agent execution.<\/p><\/div> \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    Legacy Core Integration<\/h3>

    The deep technical complexity of safely connecting LLMs and agentic flows to closed transactional ERPs.<\/p><\/div> \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    Security, Privacy & Governance<\/h3>

    Risks around data leaks, intellectual property exposure, and non-compliance with PII standards.<\/p><\/div> \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    Shadow AI Proliferation<\/h3>

    Employees feeding unmonitored consumer AI tools with confidential corporate data.<\/p><\/div> \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    Specialized AI Skills Gap<\/h3>

    A severe market shortage of experienced agentic engineers and AI architects.<\/p><\/div> \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    User Resistance & Trust<\/h3>

    Reluctance among business units to adopt AI tools due to fear of replacement or lack of explainability.<\/p><\/div> \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    Uncontrolled Cloud & Token Costs<\/h3>

    Runaway execution loops and inefficient model routing driving unmanageable API bills.<\/p><\/div> \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    Agent Drift & API Instability<\/h3>

    Upstream model updates or schema changes breaking downstream enterprise prompts and integration logic.<\/p><\/div> \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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    What We Deliver<\/span>

    Tailored AI Solutions for Your Tech Stack<\/h2>

    We inject intelligence directly into the transactional systems that power your daily operations\u2014bridging front-office engagement with back-office depth.<\/p><\/div> \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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    Front Office<\/div><\/path><\/svg><\/span>

    Salesforce & Microsoft Front-Office Automation<\/h3>

    Agentforce \u00b7 Data Cloud \u00b7 MuleSoft \u00b7 Einstein Trust Layer \u00b7 Microsoft 365 Copilot<\/p>

    Fully autonomous service, sales, and operational agents powered by the Atlas Reasoning Engine, extended into the Microsoft workplace (Teams, 365, Copilot). MuleSoft exposes every legacy backend service as a governed API, while the Einstein Trust Layer enforces PII masking and zero data retention by external model providers.<\/p><\/div> \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    Oracle & Infor Back-Office Intelligence<\/h3>

    Oracle Database 23ai \u00b7 OCI GenAI Agents \u00b7 HeatWave GenAI \u00b7 Infor ERP<\/p>

    Ultra-low-latency Retrieval-Augmented Generation delivered directly where your enterprise data resides. Execute agentic workflows across ERP, HCM, and SCM\u2014Oracle and Infor alike\u2014without ever moving or copying sensitive databases.<\/p><\/div> \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    Model-Agnostic & Sovereign Governance<\/h3>

    OpenAI \u00b7 Anthropic Claude \u00b7 Google Gemini \u00b7 Mistral AI<\/p>

    We decouple the model layer from your agentic business logic: frontier models for reasoning-heavy tasks, lightweight models for high-volume transactions, and sovereign models like Mistral AI for regulated European workloads\u2014EU AI Act and GDPR compliant, with no vendor lock-in.<\/p><\/div> \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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    How We Partner<\/span>

    Our 6-Step AI Service Portfolio<\/h2>

    An end-to-end delivery model, from compliance blueprint to production agents and user adoption.<\/p><\/div> \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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    AI Strategic Roadmap<\/h3>

    We audit unmanaged Shadow AI across your enterprise, calculate precise ROI models, and establish a security and EU AI Act compliance blueprint before writing code.<\/p><\/div><\/div> \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    Agentic Workflow Design & Build<\/h3>

    We engineer specialized agents with granular actions, skills, and guardrails that don't just answer questions\u2014they write and execute real transactions in your core systems.<\/p><\/div><\/div> \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    Agent Orchestration & Governance<\/h3>

    Using MuleSoft Agent Fabric and unified control planes, we govern heterogeneous agents across Salesforce, Oracle, Microsoft, and Infor under unified CISO standards.<\/p><\/div><\/div> \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    Machine Learning Implementation<\/h3>

    We deploy supervised and unsupervised ML models on your proprietary data for precision forecasting, scoring, and behavioral anomaly detection.<\/p><\/div><\/div> \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    Data Intelligence Foundation<\/h3>

    We establish data readiness, deploy Customer Data Platforms (CDP), and implement Semarchy Master Data Management for a single, clean source of truth for AI ingestion.<\/p><\/div><\/div> \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    Change Management & Co-working<\/h3>

    Through our Prompt Academy and intuitive co-working UX embedded in Slack, Teams, or CRM screens, we drive organizational trust and rapid user adoption.<\/p><\/div><\/div> \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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    Why Us<\/span>

    Why Spoon Consulting?<\/h2>

    Delivery centers in Mauritius and Madagascar: high-caliber engineering, bilingual (EN\/FR) support, and European timezone alignment.<\/p><\/div> \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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    20 Years of Back-Office & ERP DNA<\/h3>

    Unlike GenAI-only boutiques, we bring two decades of deep enterprise integration experience, ensuring agents safely read and write back-office data.<\/p><\/div><\/div> \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    Product-Grade PDO Engineering<\/h3>

    A trusted Product Development Outsourcing partner engineering commercial AI functionality inside Semarchy (MDM), Docmana (Document Processing), WiseChain (Industrial IoT), and SharinPix (AI Image Recognition).<\/p><\/div><\/div> \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    Working Software in 72 Hours<\/h3>

    We prove feasibility on your actual enterprise data with our 72-hour AI Sandbox Hackathon\u2014before you commit major budget.<\/p><\/div><\/div> \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    Risk-Aligned Value-Share Partnership<\/h3>

    We co-invest with our clients through Value-Share contracts, tying part of our fees to production KPIs such as cycle time reduction, token optimization, and process accuracy.<\/p><\/div><\/div> \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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    related<\/p>

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