Foresight at the Speed of Change.
AI-Powered Signal Generation
- Automated signal scans delivered as structured data, formatted reports, and export-ready datasets
- Validated signals with source citations, credibility scores, and convergence analytics
- Executive briefings, presentation cards, and workshop materials ready for stakeholder engagement
Generate, validate, and socialize emerging technology signals with cross-model convergence scoring, human-led research sprints, workshop capture kits, source-level evidence, 1–5 credibility ratings, and facilitation-ready narratives.
What you get
We run identical prompts across 5–10 specialized models (GPT, Claude, Gemini, Perplexity, and more), compare the 70–85% divergence, and surface consensus vs. weak signals to remove single-model bias.
Pipelines ingest databases, journals, and social feeds in 40+ languages with deduplication, vector search, GPT-5 web verification, and Perplexity-backed URL accuracy above 90%.
Researchers layer STEEP framing, scoring rubrics, and convergence analysis where stronger cross-model agreement highlights novel signals worth deeper exploration.
Traditional analysts augment the AI ensemble with expert interviews, literature reviews, and workshop documentation whenever bespoke depth is required.
Signals explainer
Model ensemble we orchestrate
GPT-5
OpenAI
Claude Sonnet 4
Anthropic
Mistral 3
Mistral
Sonar Pro
Perplexity
Gemini 2.5 Flash
Kimi K2
Moonshot AI
Grok 4
xAI
Llama 4 Maverick
Meta
Outcomes you can expect
From intake to first briefing pack in hours, with a 5-minute automated workflow that keeps monthly or quarterly scans on schedule.
Each signal ships with source links, convergence scores, and a 1–5 credibility rating backed by GPT-5 validation so executives see the why behind every insight.
Hands-on facilitation kits, printable cards, and structured outputs refined over 10+ years keep teams moving from insight to activation.
Analysts synthesize each scan into structured memos, card decks, and board-ready summaries so stakeholders can act immediately.
Trusted by global innovation leaders
Who is Envisioning for
Strategy teams
Convert 500-page reports into interactive dashboards.
Innovation leaders
Upgrade spreadsheet workflows to dedicated foresight infrastructure.
Consulting partners
Deliver client-ready foresight without building tooling in-house.
Proven with leading organizations
Workshops, lectures, and masterclasses delivered to teams in public and private sectors.
Our public research, radars, and open tools have been viewed and used by audiences across 100+ countries.