# DSGHT.ai

> AI strategic-foresight platform. We keep multiple plausible futures live,
> surface the tensions other analyses average away, and adversarially
> stress-test every claim. Each future space below has a machine-readable
> Markdown version at its `/llms.txt` URL.

## For agents (MCP)

DSGHT.ai is available to AI agents as an MCP (Model Context Protocol) server.
It is free, read-only, and needs no account or API key.

- **MCP endpoint (streamable HTTP):** https://www.dsght.ai/mcp
- **Discovery manifest:** https://www.dsght.ai/.well-known/mcp.json
- **Install / connect guide:** https://www.dsght.ai/install
- **Add to Claude Code:** `claude mcp add --transport http dsght https://www.dsght.ai/mcp`

Tools your agent can call (all read-only, cited, deterministic):
- `resolve_country_claim` — settle a numeric macro claim against the right country’s authoritative data (Czech inflation judged against Czech data, never U.S. CPI).
- `get_public_tensions` — the structural contradictions surfaced for a future-space, held open rather than averaged.
- `get_public_scenarios` — the scenario matrix with probabilities for a future-space.
- `get_public_report` — the latest final foresight report as markdown.
- `list_public_spaces` — discover the published future-spaces (topic, status, depth tier).
- `search_spaces` — keyword-search the published corpus.
- `list_countries` — jurisdictions and macro indicators behind the resolver.
- `get_country_indicator` — look up a country’s authoritative macro indicator by year or full series.

## Future Spaces
- [Europe's Rearmament: Pledges vs. Reality 2026-2032](https://www.dsght.ai/future-spaces/europe-s-rearmament-announcements-vs-delivery-2026-2032): Europe’s 2026–2032 rearmament will be decided less by headline budgets than by whether factories, people, and supply chains can deliver under inflationary pres… ([full markdown](https://www.dsght.ai/future-spaces/europe-s-rearmament-announcements-vs-delivery-2026-2032/llms.txt))
- [Europe's Grid Capacity for AI Data Centres 2026-2032](https://www.dsght.ai/future-spaces/powering-ai-can-europe-s-grid-keep-up-data-centre): Europe's AI ambitions are caught between exponentially rising data-centre electricity demand and a grid that takes 5–12 years to upgrade — the four scenarios m… ([full markdown](https://www.dsght.ai/future-spaces/powering-ai-can-europe-s-grid-keep-up-data-centre/llms.txt))
- [Future of UX & Product Design in CEE 2026–2031 — Will the Profession Survive Generative AI?](https://www.dsght.ai/future-spaces/future-of-ux-product-design-in-cee-2026-2031): This foresight space explores the collision between AI-driven design automation and the European strict-liability regulatory environment, specifically in the C… ([full markdown](https://www.dsght.ai/future-spaces/future-of-ux-product-design-in-cee-2026-2031/llms.txt))
- [Strategic Leadership in Czech Financial Health 2026-2030](https://www.dsght.ai/future-spaces/be-a-trend-setter-in-our-market-in-finance-health-banking): This future space explores the clash between a mandate for hyper-frictionless digital integration and a deep-seated cultural resistance to financial transparen… ([full markdown](https://www.dsght.ai/future-spaces/be-a-trend-setter-in-our-market-in-finance-health-banking/llms.txt))
- [CEE 2030: Energy Taxation, Carbon Pricing, and Households](https://www.dsght.ai/future-spaces/energetika-a-dane-v-cee-2030-dph-na-elektrinu-co2-zdaneni-a): A dual-crisis landscape where CEE economies face a 'liquidity pincer' between rigid EU carbon pricing and a systemic 'grid exit' by heavy industrial actors. ([full markdown](https://www.dsght.ai/future-spaces/energetika-a-dane-v-cee-2030-dph-na-elektrinu-co2-zdaneni-a/llms.txt))
- [The Transformation of the Czech Defense Industry 2030-2035](https://www.dsght.ai/future-spaces/czech-defense-industry-transformation-2030-2035): Czechia's defense sector stands at a crossroads between becoming a high-tech 'Silicon Fortress' for Europe or a stagnating 'Integrated Rustbelt' choked by fisc… ([full markdown](https://www.dsght.ai/future-spaces/czech-defense-industry-transformation-2030-2035/llms.txt))
- [2030 Corporate Skills: The Future of Jobs](https://www.dsght.ai/future-spaces/future-of-jobs-2030-corporate-skills-outlook): The Corporate Skills Outlook 2030 is defined by the 'Experience Gap'—a structural paradox where the automation of 93% of entry-level tasks liquidates the train… ([full markdown](https://www.dsght.ai/future-spaces/future-of-jobs-2030-corporate-skills-outlook/llms.txt))
- [Public Sector 2030: Navigating AI-Driven Bureaucracy](https://www.dsght.ai/future-spaces/ai-bureaucracy-in-public-sector-2030): A structural divergence between 'Algorithmic Autonomy' and 'Technical Integrity' defines the next decade of public governance, where trillion-dollar efficiency… ([full markdown](https://www.dsght.ai/future-spaces/ai-bureaucracy-in-public-sector-2030/llms.txt))
- [The 2032 Blue-Collar AI Renaissance](https://www.dsght.ai/future-spaces/blue-collar-ai-renaissance-2032): A high-stakes industrial pivot where $500B in AI capital collides with a 1.9M worker shortfall and 20-year-old legacy equipment, forcing a choice between 'ligh… ([full markdown](https://www.dsght.ai/future-spaces/blue-collar-ai-renaissance-2032/llms.txt))
- [Digital Euro vs. Commercial Banks 2030: Strategic Evolution](https://www.dsght.ai/future-spaces/digital-euro-vs-commercial-banks-2030): A high-stakes transition where the Eurozone attempts to maintain monetary sovereignty against private stablecoin dominance, defined by a 'Utility Paradox' that… ([full markdown](https://www.dsght.ai/future-spaces/digital-euro-vs-commercial-banks-2030/llms.txt))
- [Strategic Consulting 2030 (Global)](https://www.dsght.ai/future-spaces/strategic-consulting-2030): By 2030, the strategic consulting landscape will be reshaped by technological advancements and regulatory shifts, creating different pathways for firms based o… ([full markdown](https://www.dsght.ai/future-spaces/strategic-consulting-2030/llms.txt))
- [Banking 2030 - Open Finance](https://www.dsght.ai/future-spaces/banking-2030-open-finance): By 2030, value in banking shifts from selling products on proprietary rails to orchestrating trusted data and programmable payments across contested platforms… ([full markdown](https://www.dsght.ai/future-spaces/banking-2030-open-finance/llms.txt))
- [Czech Automotive Industry 2035](https://www.dsght.ai/future-spaces/cesky-automobilovy-prumysl-2035): The Czech automotive industry faces a structural crossroads: transitioning from a low-margin internal combustion assembly shop to either a globally competitive… ([full markdown](https://www.dsght.ai/future-spaces/cesky-automobilovy-prumysl-2035/llms.txt))
- [Czech Workforce 2031 — Restructuring & Layoffs](https://www.dsght.ai/future-spaces/czech-workforce-2031-restructuring-layoffs): A structural tension between AI-driven workforce displacement and the Czech Republic's tight labor market. The Brain Drain Corridor (Scenario A) is now further… ([full markdown](https://www.dsght.ai/future-spaces/czech-workforce-2031-restructuring-layoffs/llms.txt))
- [Future of R&D in Europe 2027-2032](https://www.dsght.ai/future-spaces/future-of-r-d-in-europe-2027-2032): Europe stands at a crossroads between becoming a 'Privacy-First Powerhouse' or an 'Industrial Museum' as it attempts to bridge a 1.1% GDP R&D gap with the US t… ([full markdown](https://www.dsght.ai/future-spaces/future-of-r-d-in-europe-2027-2032/llms.txt))
- [The Craft of UX Design 2026-2035](https://www.dsght.ai/future-spaces/the-craft-of-ux-design-2026-2035): The UX profession is bifurcating between high-level 'Intent Architects' who govern generative systems and a commoditized 'Dead Zone' where automated static int… ([full markdown](https://www.dsght.ai/future-spaces/the-craft-of-ux-design-2026-2035/llms.txt))
- [Global B2B SaaS Ecosystem 2027-2032](https://www.dsght.ai/future-spaces/global-b2b-saas-ecosystem-2027-2032): A structural shift from 'software-as-a-service' to 'autonomy-as-an-outcome,' where the value decouples from human seats and re-centers on AI-native orchestrati… ([full markdown](https://www.dsght.ai/future-spaces/global-b2b-saas-ecosystem-2027-2032/llms.txt))

## Insights
- [The World User's Guide: 2026 Edition](https://www.dsght.ai/insights/worlds-users-guide-2026): Three civilizational ruptures — personal computer, internet, and AI — each removed a barrier between the human being and the World. But when the final barrier…
- [Between Hype and Reality: Four AI Futures Based on What We Actually Know](https://www.dsght.ai/insights/four-futures-of-ai-en): AI per unit is cheaper than ever, but total costs are rising as autonomous agents consume most tokens. Adoption is lagging capabilities — here's a data-driven…
- [Time to Innovation: Why Your Competitors Innovate Faster](https://www.dsght.ai/insights/time-to-innovation): A late product generates 33% lower profit over five years. Time to Innovation measures the organizational capability to turn opportunity into outcome — and dat…
- [The Obsolescence Trap: Why Long-Term Plans Kill Innovation](https://www.dsght.ai/insights/the-obsolescence-trap): A Czech bank is approving an AI project right now. It will be finished in 2027. The problem: nobody in that room knows what AI will look like in two years. Thi…
- [One Plan Is Not Enough](https://www.dsght.ai/insights/one-plan-is-not-enough): Why betting on a single future is the riskiest strategy you can choose today. Companies working with multiple scenarios are 33% more profitable — yet only one…

## Indexes & feeds
- [Full corpus (Markdown)](https://www.dsght.ai/llms-full.txt)
- [RSS feed](https://www.dsght.ai/feed.xml)
- [Sitemap](https://www.dsght.ai/sitemap.xml)
