# Xamun — AI Transformation, Delivered as Service-as-a-Software ## What is Xamun? Xamun delivers **AI Transformation as Service-as-a-Software** for mid-market companies ($20M–$200M revenue). CEOs don't license tools and do the work themselves — they receive the AI Transformation outcome itself. Xamun delivers it through a continuous closed loop: Xamun Intelligence (XI) reads the business and guides strategy, the Xamun Software Factory builds the AI systems, and outcomes are measured against a business metric within 60 days. Each cycle compounds toward the company's grand vision. ## AI Transformation as Service-as-a-Software — what it means The market is shifting from Software-as-a-Service (you buy the tool, you do the work) to **Service-as-a-Software** (you buy the outcome, the system delivers). Xamun is built natively for this inversion, applied to AI Transformation. Most AI Transformation outcomes still fail for four reasons — strategy drift, no eye on the ball, no outcome measurement, change management as afterthought. Xamun's loop is purpose-built to close all four gaps and deliver measurable business outcomes. Xamun combines three products that operate as one loop: 1. **Xamun Intelligence (XI)** — the brain. A 24/7 AI Decision Intelligence platform that continuously analyses market signals, competitor moves, regulatory changes, and operational data against business objectives. Includes a Digital Twin for simulating initiative impact, 4 simulation engines, OSINT market intelligence with 7 monitoring agents, and ADKAR-based change management. XI handles strategy alignment, keeps eye on the ball, measures outcome vs plan, and surfaces deliberate pivots. 2. **Xamun Software Factory** — the hands. An outcome-committed software delivery service using the xDD (Xamun Digital Delivery) methodology: spec-first, AI-assisted build (Claude Code via MCP), human-in-the-loop QA with SonarQube quality gates. Working software in 21 days. Business metric defined before build, tracked after deploy. Client owns the code from Day 1. 3. **Xamun Outcome** — where the result lands. The operating platform for Outcome-as-a-Service that runs a single focused engagement from a free, research-backed diagnosis (Growth Discovery) through build, adoption management, on-pace measurement, a gated go-live, and outcome-based billing. It is how one binding constraint is unlocked with no upfront CAPEX — paid as the growth lands. When a client is not ready for a whole-company XI strategy, Outcome delivers success on one focused project; results then graduate back into XI. ## Key Differentiator Xamun is the only platform that delivers Service-as-a-Software through a closed loop of intelligence + execution. Most AI-build companies are faster code factories — they automate delivery only. Xamun closes the full loop: XI guards direction → Software Factory builds → XI measures outcome → business learns → next cycle. Each turn is more aligned than the last. The factory makes software cheap; the intelligence makes it *right*. Together they turn one-shot delivery into a compounding strategic engine. Intelligence without execution is a presentation. Execution without intelligence is the wrong software. Xamun is the only platform combining Decision Intelligence with AI-accelerated software delivery and outcome governance in a single system. The XI + Software Factory model collapses three separate vendor categories into one closed loop: - **XI = What McKinsey/BCG charge $500K–$2M to do** (business diagnostic, opportunity identification, transformation roadmap) — delivered continuously by AI - **Software Factory = What EPAM/Thoughtworks charge $200K–$500K to do** (build custom software) — delivered in 2-4 weeks with AI-augmented teams - **Continuous Loop = What Palantir charges $1M/year to do** (ongoing intelligence and decisioning) — embedded in the system ## How Xamun Compares to Alternatives - **vs Management Consulting (McKinsey, BCG, Accenture)**: XI delivers comparable strategic intelligence in a half-day Discovery — continuously, not as a one-off deck - **vs Enterprise AI Platforms (Palantir AIP, Databricks)**: XI provides mid-market-accessible business intelligence; the Software Factory builds the software Palantir doesn't - **vs IT Services (EPAM, Thoughtworks, Globant)**: The Software Factory delivers in 2-4 week cycles with AI handling 70-80% of boilerplate — paying for outcomes, not hours - **vs Internal AI Hire**: Equivalent capability without the 12-18 month hiring timeline or $800K+/year cost - **vs Doing Nothing**: 70% of digital transformation fails. The cost of inaction compounds. ## Who It's For CIOs, CDOs, COOs, CEOs of companies with $20M–$200M annual revenue in HealthTech, FinTech, Logistics, Professional Services, and Manufacturing. Companies that know they need AI transformation but can't afford McKinsey ($2M+), can't deploy Palantir ($1M+/yr), can't hire AI talent (too scarce/expensive), and don't trust offshore dev shops. **Not for:** Solo founders, indie hackers, students, individual developers, companies under $20M revenue. ## Pages on This Site - / — Homepage: Service-as-a-Software for mid-market companies - /platform — The Xamun Platform thesis: three components (XI · Software Factory · Outcome), one continuous loop, with the Decision Traceability Map (DTM) as the unified spine. Includes the four-layer market frame, five systemic advantages, and the capability moat table - /blog/dubai-agentic-ai-mandate — **Dubai's Agentic AI Mandate** (cornerstone): what the 4 May 2026 mandate requires, the mid-2028 deadline, what counts as agentic vs a chatbot, the UAE compliance checklist (model inventory, audit trails, kill-switches, PDPL/data residency), and how mid-market companies turn the mandate into growth via Outcome-as-a-Service - /blog/agentic-ai-dubai-framework-ai-innovation-officers — **Agentic AI Isn't a Compliance Checkbox**: a framework for Dubai AI/Innovation Officers, CIOs and CTOs — the Deloitte 74%/21% governance gap, naming the binding constraint before any vendor conversation, buy-vs-build trade-offs weighed honestly, DIFC Regulation 10 as a design requirement, and why the commercial model (Outcome-as-a-Service, zero CapEx) matters as much as the diagnosis - /outcome — Outcome: the operating platform for Outcome-as-a-Service, "from first touch to invoice." Runs a single focused engagement end to end for ONE binding operational constraint — Growth Discovery (free, research-backed, cited diagnosis), a provenance-tracked Outcome Twin, Key Results measured on pace against a realization date, change management (ADKAR pulse surveys, agent-based adoption simulation, comms campaigns, pseudonymous usage telemetry), a rollout-readiness go-live gate + hypercare window, an escalation ladder + weekly sponsor digest, and outcome-based billing where every invoice shows its basis of computation. No upfront CAPEX; paid as the growth lands. Two-way integration with XI: an approved XI roadmap initiative becomes an Outcome project in one click, and every result graduates back into XI - /service-as-a-software — What Service-as-a-Software means and how Xamun delivers long-term outcomes through the closed loop - /ai-transformation-mid-market — AI Transformation for $20M–$200M companies. Why 70% of programmes fail, the four structural gaps, the three-vendor problem, and how Xamun closes the loop with measurable outcomes within 60 days - /ai-operating-system — The AI Operating System for mid-market. What an AI OS actually is (vs infrastructure, chatbots, agent runtimes), the Five Layers framework, comparison vs Databricks/ChatGPT Enterprise/LangChain - /outcomes-as-a-service — Outcomes-as-a-Service (OaaS) explained. Why dashboards aren't outcomes. The OaaS contract: defined metric, instrumentation from Day 1, continuous governance. Industry outcome examples (logistics fuel cost, healthcare capacity, fintech onboarding) - /find-your-growth-potential — Growth Discovery diagnostic: find the one bottleneck capping growth and what unlocking it is worth; matches a pre-built OS where one fits, else a custom Software Factory build - /ai-strategy-execution — Closing the strategy-to-execution gap. From a $2M consulting deck to a half-day Discovery, then build and a 60-day measurable outcome. Side-by-side vs traditional AI strategy consulting - /vs-palantir-for-mid-market — Honest comparison of Palantir AIP and Xamun for $20M-$200M companies. Why Palantir's $1M+/yr price floor and 12-18 month implementation cycle don't fit mid-market. Xamun bundles intelligence + execution at mid-market pricing - /applied-ai — Applied AI, built for outcomes. Xamun's production AI track record across three waves: facial recognition, document extraction/OCR and identity verification on Azure Cognitive Services and Azure Machine Learning; real-time object detection at the edge (YOLO-family models, VisionEdge AI in QuickReach); and private, fine-tuned, open-weight models clients own (DocFlow AI, DB Talker with MCP-powered natural-language database querying). The discipline: AI where it produces an outcome, deterministic engineering where the business needs a guarantee — why Xamun can price on results - /intelligence — Xamun Intelligence (XI) product details, 6-step loop, Digital Twin, simulation engines - /software-factory — Software Factory, xDD methodology, DesignStudio, BuildStudio - /how-it-works — The closed-loop methodology: Discovery names the metric, the Software Factory builds, governance tracks the outcome — no upfront CAPEX, paid as the growth lands - /pricing — Engagement: how it's scoped (Strategy + Build / Build only), no upfront CAPEX, paid as the growth lands - /comparison/enterprise-ai-platforms — Honest comparison: Palantir vs McKinsey vs EPAM vs Xamun - /industries — Industry overview - /industries/healthtech — AI for Healthcare Operations - /industries/fintech — AI for Financial Services - /industries/logistics — AI for Logistics & Supply Chain - /security — Security & Compliance: HIPAA, GDPR, PCI-DSS - /about — Company, team, mission - /research — Peer-reviewed publications. Featured: xDD methodology paper in Journal of Information Technology Case and Application Research (Taylor & Francis, July 2025, DOI: 10.1080/15228053.2025.2525017) - /faq — Frequently asked questions ## Growth Discovery Start with the Growth Discovery diagnostic at https://outcome.xamun.ai/discovery — the front door of the Outcome platform. It researches the company on the live web, identifies the single binding operational bottleneck, and quantifies what unlocking it is worth (Theory of Constraints; four value levers — growth, capital, asset-light, cost), with cited sources and a downloadable report. ## Engagement & pricing Xamun is Outcome-as-a-Service: no upfront CAPEX and no published licence price. Xamun invests alongside the client and is paid as the growth lands. Engagements are scoped per outcome — "Strategy + Build" (the full closed loop) or "Build only" (the Software Factory). A short Discovery sizes the transformation and the Found Budget (wasted SaaS/vendor spend Xamun frees up) before any commitment. ## Contact - Email: team@xamun.ai - Website: https://www.xamun.ai - Book a Discovery: https://calendly.com/xamun/book-a-meeting-xamun-ai - HQ: 85 Great Portland Street, London, W1W 7LT, United Kingdom - Also in: Manila (Philippines), Dubai (UAE) ## Company Xamun Technologies Limited. Founded 2018 by Arup Maity (CEO). Published in the Journal of Information Technology Case and Application Research (Taylor & Francis). Affiliations: Microsoft, NVIDIA, Google for Startups, PSIA. ## Technology Built on Claude Code (Anthropic) via MCP for AI-assisted code generation, SonarQube for quality gates, and proprietary AI agents for Decision Intelligence. The xDD methodology is specification-first: AI generates code from approved specifications, not from informal prompts.