Build the data spine your foresight depends on.

Unify proprietary research, workshop output, and third-party sources into a single architecture purpose-built for strategic intelligence. We design taxonomies, pipelines, and governance so you can trust every signal you publish.

Foresight Data Architecture

When your data model keeps changing, foresight can't scale. Our team engineers resilient metadata, workflows, and integrations around how you actually work.
  • Custom data schemas with scoring systems, taxonomy frameworks, and field definitions
  • Data pipelines that integrate existing sources without replacing current systems
  • Governance controls with revision tracking, access management, and evidence documentation

Turn disconnected documents and spreadsheets into a living knowledge graph—with shared taxonomies, custom scoring frameworks, and STEEP-ready fields—that fuels analysis, reporting, and decision-making.

What you get

Designed for foresight workflows

We map how your analysts collect, enrich, and validate signals, then codify it into metadata that can be automated and audited.

Integration without replatforming

Connect to spreadsheets, databases, APIs, and knowledge bases—even in air-gapped environments requiring on-premises deployment.

Governance baked in

Revision history, role-based access, and evidence tracking keep your foresight defensible with regulators and leadership.

Scoring & taxonomy blueprint

Define categories, tags, TRL ranges, impact scores, and convergence rubrics once, then enforce them everywhere via schema validation and reusable templates.

Distance from Center

Shows how elements are positioned relative to core architectural concepts.

Bubble Size

Larger elements indicate higher priority or significance.

Progress Bar

Shows confidence levels and completion status for architectural components.

Components we architect

Every data architecture we build includes these core components to ensure your foresight scales with confidence.

Metrics & scoring

Custom metrics and scoring systems

Taxonomies

Categories, tags, and filtering

Data fields

TRL, impact scores, and configuration

Governance

Revision history and version control

Outcomes you can expect

Reliable signal inventory

Structure hundreds of technologies, drivers, and impacts with clear ownership and lifecycle states.

Faster updates

Automate repeat scans, deduplicate contributions, and compare changes over time without manual merges.

Future-proof infrastructure

Create a foundation ready for AI enrichment, scenario modules, and regional overlays without starting from scratch.

Field-level governance

Encode TRL, impact, opportunity size, and STEEP metadata fields so downstream teams can filter, score, and link use cases with confidence.

Trusted by global innovation leaders

Who is Envisioning for

Strategy teams

Track priority technologies with impact, timing, and ownership signals.

Innovation leaders

Run scenario planning with data-backed stories and visuals.

Consulting partners

Deliver client-ready foresight without building tooling in-house.

Proven with leading organizations

200+ projects completed

Hundreds of engagements across governments, global consultancies, and corporate innovation teams.

50%+ research effort saved

Clients replace slide decks and spreadsheets with one structured, always-updating foresight system.

Ready to get started?

Start a conversation to explore how Data Architecture accelerates your foresight roadmap.