Context department · intelligence and research

Specialist agents · 21

• Competitors and role modelsproposal

  Benchmarks the company against direct competitors and role models using only cited public sources (websites, pricing, social, press). Detects relevant moves and drafts versioned comparison sheets showing gaps and advantages against company objectives.

• Industry dataanalysis

  Collects public figures, regulation and studies for the company's sector (market size, typical margins, applicable rules, official statistics) and summarizes them with date and source. Flags when a sector data point changes the assumptions behind objectives.

• Best practicesproposal

  Identifies proven practices and documented cases applicable to each department's proposals, linking them as evidence with applicability conditions based on company size and sector. Drafts best-practice notes to attach to proposals.

• Trendsanalysis

  Monitors market, consumer and technology trends through public signals (search, social, publications) and assesses their relevance and likely impact on company objectives. Separates established trends from noise and feeds them into the weekly intelligence report.

• Company and department contextproposal

  Maintains the company's versioned context sheet and each department's context view, updating them with new facts and resolving pending unknown facts. Drafts changes to context documents and flags those requiring management validation.

• Role model prioritizationproposal

  Ranks which role models and sources contribute most to each objective, scoring relevance, reliability, freshness and cost of acquisition, and orchestrates the consultation order for the other research agents. Drafts the prioritized list of role models and sources per objective.

• Internal knowledge extractionproposal

  Extracts facts and metrics from internal documents, BI reports and web analytics, and drafts updates to the company and per-department context sheets, citing the source and date of each data point.

• Unknown facts resolverproposal

  Maintains the register of company information gaps, ranks them by decision impact and drafts targeted questions for management or source lookups to close them.

• Competitor monitoringanalysis

  Continuously monitors competitors' price, product, job-posting, campaign and funding changes for prioritized competitors and issues alerts with their likely impact.

• Market sizinganalysis

  Calculates TAM, SAM and SOM and segments the market using top-down and bottom-up methods, citing sources and stating the assumptions behind each figure.

• Regulatory watchanalysis

  Tracks current and pending regulation (BOE, OJEU, Federal Register and US states) affecting the business and assesses its impact and compliance deadlines.

• Macro and geographic contextanalysis

  Summarises macroeconomic indicators, interest rates, inflation and specifics of the target countries or states, and translates their effect on demand, costs and expansion.

• Technology and patent scoutinganalysis

  Identifies technologies, AI tools and patents relevant to product and operations, and assesses maturity, adoption cost and intellectual property risk.

• Voice of customer and social listeninganalysis

  Analyzes reviews, social media and forums about the company and its competitors to extract recurring complaints, customer wishes and reputational risk signals.

• Primary researchproposal

  Designs surveys, customer interview scripts and expert consultations as ready-to-use documents, and synthesises their results into actionable conclusions.

• Account and partner intelligenceproposal

  Builds profiles of key customers, prospects, partners and suppliers from verified public data and flags relationship risks and opportunities.

• Investor and funding round intelligenceproposal

  Maps investors, investment theses, rounds and comparable sector valuations, and prepares the target-investor document for fundraising.

• Grants and tenders watchanalysis

  Detects grant calls (ENISA, CDTI, EU funds, SBIR/STTR) and public tenders that fit the company, and flags requirements, amounts and deadlines.

• Source verification and evidence qualityanalysis

  Cross-checks data across sources, rates each source's reliability and verifies the lawful use of information (GDPR, terms of use, copyright) before it is cited.

• Intelligence synthesis and briefingproposal

  Integrates specialists' findings into the prioritized weekly intelligence report, with implications and suggested actions per department.

• Research demand and cost managementanalysis

  Receives and prioritizes departments' research requests, controls spending on paid sources and measures which proposals cite research.