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Watch for strategy: from a one-off reading of the environment to a history that underpins strategic thinking

In short

Watch for strategy continuously feeds the frameworks used to think about strategy (environmental analysis, five forces, megatrends, scenarios) with dated, sourced facts: corporate transactions, market entries and exits, structural regulation and substitute technologies. Its distinctive contribution is the history, which makes it possible to compare what is known today with what was known when each hypothesis was formulated.

Which strategy frameworks need watch data?

Classic frameworks for strategic analysis organise questions, but they do not bring the answers. Each one calls for a different type of signal:

Framework Question it asks Signals that feed it
Porter’s five forces How value is shared in the sector: rivalry, the power of customers and suppliers, the threat of new entrants and substitutes[1] Concentration transactions, entries by players from other sectors, patent filings by new applicants, substitute technologies
PESTEL analysis Which political, economic, social, technological, ecological and legal factors are changing the environment Published and pending regulation, economic indicators, public programmes, technical standards
Megatrends Which long-term global forces, already observable today, will shape the sector for decades. The Commission’s Joint Research Centre tracks 14[2] Local evidence of each megatrend in your market: demand, regulation, investment
Foresight and scenarios Which futures are possible and how to prepare for several at once. The Commission’s 2025 strategic foresight report focuses on resilience[3] Indicators showing which of the scenarios the environment is moving towards
Weak signals Which isolated facts could announce a discontinuity[4] Facts that repeat in independent sources and in adjacent markets

Porter published the revised version of the five forces in Harvard Business Review in January 2008, as an update of his 1979 article[1]. The lesson still holds: the structure of the sector, not the latest news, determines its profitability over the long term, and watching helps you see when that structure starts to move.

Which public sources reveal corporate moves?

  • Merger filings. The CNMC (Spanish competition authority) publishes the merger filings under review, with their reference number (C/number/year) and the companies involved[5]. A notified transaction is known before it closes.
  • Filings by listed companies. The facts that listed companies report to the securities market regulator anticipate acquisitions, divestments and changes of strategy.
  • Company registers. Incorporations, capital increases and changes of directors at subsidiaries and at new competitors.
  • Patents and tenders. A competitor that starts patenting or tendering in a new field is diversifying before it announces it.
  • Structural regulation. Regulation that changes the rules of the sector (liberalisation, bans, new authorisation regimes), not just a one-off requirement.

How to turn a signal into a strategic hypothesis

  1. Formulate the strategic question. ‘Who could enter our market within three years?’ is better watched than ‘competition’.
  2. Write the hypothesis with a date, and with the indicators that would confirm or refute it: ‘if within twelve months two manufacturers from another sector file patents in our classification, the threat of entry is real’.
  3. Record the signals against the hypothesis, not only those that support it. Confirmation bias is the most common error in strategic thinking.
  4. Review at each planning cycle which hypotheses have come true, which have not, and why.
  5. Keep a record of what was known when the decision was made. Without that record, a past decision is assessed with information that did not yet exist at the time.

Why does history matter more in strategy than in other areas?

Strategic thinking works over horizons of years. What gives a signal its value is not its novelty but its comparison with earlier ones: a competitor’s third move into the same segment means more than the first.

The sequence is search, watch, history and context. A search answers a one-off question; watching keeps it open; the history keeps what has been validated, with its date, source and comment; and context appears when today is compared with a year ago. An AI assistant can summarise what it finds on the web today, but it does not know what your team considered relevant eighteen months ago, or why. AI answers; watching expands the context.

ISO 56006:2021, the international guidance on strategic intelligence management, stresses that it is not limited to innovation and serves any strategic decision[6].

What Innguma offers a strategy team

Innguma monitors news and websites, patents, regulation and Spain’s Official State Gazette (BOE), tenders, competitors’ websites and specialist sources. The AI classifies each signal by category, technology, entity, type of event, place and tone, which makes it possible to browse, for example in AI Feed, all the moves of a business group or everything that has happened in a geographic market. What has been validated is kept in the Library with tags, comments and source, and can be tagged by strategic hypothesis. Newsletters with AI-generated summaries are sent from the Library.

Innguma offers connectivity through the Model Context Protocol (MCP), the open standard for connecting AI applications to external systems[7], currently compatible with ChatGPT, Claude, Microsoft Copilot and Gemini. If your organisation enables it, you can ask your assistant to search what has been published, compare the trajectories of two competitors, or prepare a briefing for the annual review from your team’s history. Your AI provides analytical capacity. Innguma provides context.

Use case

How the day-to-day changes

Today, in many teams
  • One external sector report every one or two years.
  • Environmental data scattered across the presentations of earlier committees.
  • Impossible to reconstruct what was known when the plan was approved.
A day with Innguma
  1. Monthly

    A newsletter with the signals validated against strategic hypotheses, with a summary generated by AI.

  2. When a transaction comes up

    You go through the history of the buyer and the market in the Library, with the date and source of each fact.

  3. Annual review

    You review each hypothesis against the signals for and against it accumulated over the year.

Hypotheses you can test

Each assumption in the plan has its indicators and its recorded signals.

A source for every data point

Conclusions can be checked against the original publication.

Memory across cycles

This year's review starts from what was validated the year before.

How Innguma does it
  • Library with tags by hypothesis, team comments and linked sources.
  • Classification by AI by entity, type of event, place and tone, so that content can be browsed in AI Feed.
  • Queries from ChatGPT, Claude, Microsoft Copilot or Gemini through MCP, with the capabilities your organisation enables.
What does not change

The interpretation of signals and the formulation of strategy belong to executive management and the strategy team.

Where to start
  1. A watch on corporate moves in the sector
  2. A watch on substitute technologies and business models
  3. A watch on regulation with structural impact
See it with my topics

Illustrative example of a typical use.

Sources and references

  1. [1] Porter, M. E. The Five Competitive Forces That Shape Strategy. Harvard Business Review. 2008
  2. [2] European Commission, Joint Research Centre (JRC). What is the Megatrends Hub and how to use it
  3. [3] European Commission. 2025 Strategic Foresight Report. Resilience 2.0: Empowering the EU to thrive amid turbulence and uncertainty, COM(2025) 484. 2025
  4. [4] Ansoff, H. I. Managing Strategic Surprise by Response to Weak Signals. California Management Review, 18(2). 1975
  5. [5] CNMC. Merger cases under review
  6. [6] ISO. ISO 56006:2021, Innovation management. Tools and methods for strategic intelligence management. Guidance. 2021
  7. [7] Model Context Protocol. What is the Model Context Protocol (MCP)? Official documentation

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