Strategic foresight platform for organizations
Predict Change.Prepare for Disruption.Create Opportunities.
FutureMap is a predictive analytics and strategic foresight for organizations. It diagnoses your organisation as it is, explains why, anticipates what may happen, explores alternative futures and converts intelligence into measurable action.
Sample Enterprise Co.
Energy · Malaysia · Enterprise
FutureScore
78/100
▲ +2.3 / 90d
Strong future readiness
324+
Diagnostic indicators
28
Future dimensions
9
Intelligence domains
5
Future horizons
100%
Explainable evidence
Architecture
One simple headline score. A sophisticated intelligence architecture underneath.
LAYER 01
FutureScore
One composite 0–100 measure of how well positioned an organization is to navigate plausible future conditions — combining capability, exposure, adaptability, resilience, optionality and evidence confidence.
LAYER 02
28 Future Dimensions
324 diagnostic indicators compressed into 28 strategic dimensions across seven meta-domains — legible to any board member.
LAYER 03
Organizational & Future Signals
Continuous internal and external signals — finance, talent, technology, regulation, geopolitics, climate, competitors — each asking: does this change our view?
LAYER 04
AI Confidence & Explainability
Every score carries its source, timestamp, reliability, methodology, conflicting evidence, uncertainty range and reason for movement. No black box.
Continuous recalculation
Every signal asks one question: does this change our view of the future?
Questionnaire responses, financial data, turnover, regulation, competitor launches, emerging technologies, failed assumptions — Future Map absorbs them and explains exactly why the score moved.
See what is changing. Understand what it means. Navigate what comes next.
Explore the 28 dimensionsYour organization workspace
Sign in to save profiles, readings and signalsPlatform
Bloomberg-grade intelligence for organizational futures.
A dense intelligence terminal made accessible to boards, executives and strategy teams.
FutureGraph™
A living network linking dimensions, drivers, signals, risks and opportunities across your organization and its environment.
Organization Future Twin™
A digital twin that simulates how your organization performs under alternative scenarios and strategic choices.
Compare
Benchmark 2–4 organizations, business units, agencies or faculties side by side across all 28 dimensions.
Future Signals™
Organizational, performance, environmental, strategic and emergent signals monitored continuously.
Disruption Exposure Index
A 0–100 measure of how vulnerable the organization is to technological, market, regulatory and geopolitical shifts.
Hidden Future Risk
Surfaces risks the headline score conceals — fragile dependencies, contested evidence, capability cliffs.
Future Requirement Score
Compares current capability with future required capability to reveal the Future Gap (e.g. 70 vs 86 = −16).
Strategic Blind-Spot Detection™
Adversarial intelligence that hunts for what leadership is not seeing.
Red Team mode
Challenge our strategy.
One command. Future Map returns the uncomfortable answers.
- 01Weakest assumption
- 02Most dangerous overlooked competitor
- 03Largest capability mismatch
- 04Most fragile dependency
- 05Worst plausible scenario
- 06Decision most likely to create regret
- 07Evidence contradicting leadership consensus
Sophisticated methodologies underneath
28 Future Dimensions · 7 Meta-Domains
324 indicators, compressed into 28 dimensions a board can understand.
Each dimension becomes its own intelligence dossier — scored, evidenced and continuously recalculated.
Proposed diagnostic catalogue · 324 indicators. Definitions are not verified measurements or approved scoring rules.
28 dimensions · 324 indicators
Strategic Orientation
Future Orientation
Does leadership systematically consider longer-term change?
Assesses whether long-term thinking informs leadership priorities, resource commitments and the interpretation of emerging change.
Strategic Clarity
Does the organization know where it is trying to go?
Assesses how clearly the organization defines its intended direction, strategic choices and measures of progress.
Strategic Agility
Can strategy change when assumptions change?
Assesses the ability to revise strategic choices promptly when evidence, constraints or underlying assumptions change.
Strategic Optionality
Does the organization maintain alternative strategic pathways?
Assesses the availability and practical viability of alternative strategic pathways before uncertainty forces a choice.
Leadership & Organization
Leadership Readiness
Can leaders navigate uncertainty?
Assesses whether leaders have the judgement, capabilities and shared practices required to navigate uncertainty responsibly.
Governance Agility
Can governance support rapid but controlled decisions?
Assesses whether oversight and accountability enable timely decisions while maintaining appropriate controls.
Decision Velocity
How quickly can important decisions be made?
Assesses how efficiently the organization moves from a decision need to an informed, accountable commitment.
Adaptive Culture
Does the culture embrace change?
Assesses whether everyday norms encourage learning, constructive challenge and sustained adaptation.
Capabilities
Innovation Capacity
Can the organization generate and scale new ideas?
Assesses the capacity to discover, test and scale ideas that create useful new products, services or ways of working.
Technology Readiness
Is the technology base fit for future demands?
Assesses whether technology assets, architecture and operating practices can support emerging business requirements.
AI Readiness
Can the organization adopt and govern AI at scale?
Assesses the ability to adopt AI usefully, with suitable data, skills, oversight and safeguards.
Data Intelligence
Does data inform strategic decisions?
Assesses whether trustworthy data is accessible and translated into insight that informs strategic decisions.
Human Capital
Workforce Readiness
Is the workforce prepared for change?
Assesses whether the workforce has the capacity, engagement and preparation needed for changing organizational demands.
Future Skills
Are tomorrow's critical skills being built?
Assesses how systematically the organization identifies and develops the skills required by future strategic pathways.
Learning Velocity
How fast does the organization learn?
Assesses how quickly new knowledge becomes shared understanding and improved organizational practice.
Talent Resilience
Can critical talent be retained and replaced?
Assesses the ability to retain, replace and sustain critical talent through changing conditions and disruption.
Business Resilience
Business Model Resilience
Will the business model survive plausible futures?
Assesses whether the mechanisms that create and capture value remain viable across plausible future conditions.
Financial Resilience
Can finances absorb shocks?
Assesses the financial capacity to withstand shocks and fund adaptation without destabilizing essential commitments.
Operational Resilience
Can operations continue under disruption?
Assesses the ability to maintain or restore critical services when operations face disruption.
Ecosystem Resilience
Are partners and dependencies robust?
Assesses the robustness of partner networks and dependencies that support the organization’s value creation.
Future Environment
Market Adaptability
Can the organization follow shifting markets?
Assesses the capacity to recognize and respond to changing demand, customer behaviour and market conditions.
Competitive Resilience
Can it withstand new competitors?
Assesses the ability to sustain a defensible position as incumbents, entrants and substitutes change the competitive landscape.
Regulatory Preparedness
Is it ready for emerging regulation?
Assesses the ability to anticipate regulatory developments and implement compliant responses before obligations take effect.
Sustainability Readiness
Is it prepared for climate and transition pressure?
Assesses preparedness for environmental impacts, climate disruption and the transition to more sustainable operating models.
Foresight & Navigation
Signal Intelligence
Does it detect weak signals early?
Assesses the ability to discover, interpret and route weak signals of emerging change before their consequences become obvious.
Scenario Capability
Does it plan across multiple futures?
Assesses the ability to construct plausible alternative futures and use them to explore decisions rather than predict one outcome.
Strategic Resilience
Does strategy hold across scenarios?
Assesses whether strategic objectives and commitments remain robust across adverse and alternative future conditions.
Transformation Capacity
Can it execute large-scale change?
Assesses the ability to coordinate, resource and deliver substantial organizational change while sustaining essential performance.
Part II · Methodologies
No single method can see the future. Nine families working together can.
Diagnostics, strategic foresight, innovation, systems thinking, scenarios, quantitative uncertainty, strategy testing, network analysis and decision intelligence.
FutureScore aggregation
LEVEL 1
Evidence
LEVEL 2
Indicator
LEVEL 3
Future Dimension
LEVEL 4
Meta-Domain
LEVEL 5
FutureScore
Weights are never static — they adapt to industry, organization type, strategy, geography, time horizon and scenario.
FAMILY 01
Diagnose
Understand the organization before exploring its future
Output
Current State Map
FAMILY 02
Perspective
Expand the frame before searching for answers
Output
Strategic Context Map
FAMILY 03
Opportunity
Understand who will matter in the future
Output
Future Stakeholder Portraits
FAMILY 04
Discover
Find opportunities hidden between existing categories
Output
White Space Map
FAMILY 05
Experiment
Make futures tangible before committing resources
Output
Tangible Future Prototypes
FAMILY 06
Navigate
Chart routes from today to the desired future
Output
Strategic Pathways
FAMILY 07
Team
Build the human system capable of creating the future
Output
Initiative Network Map
FAMILY 08
Vision
Define and test a future worth pursuing
Output
Tested Vision
FAMILY 09
Anticipate, Simulate & Decide
Quantify uncertainty, test strategy, monitor change
Output
Decision Intelligence
PETRONAS
Energy · Malaysia · Estimated
FutureScore
70/100
Calculated
Moderate future readiness
Future Radar · 7 meta-domains
Why this score? · key drivers
- Strong cash generation and low leverage+
- Net Zero Carbon Emissions 2050 pledge and Gentari clean-energy arm+
- Scenario planning embedded in energy outlook publications+
- Revenue concentrated in oil & gas through the transition−
- Federal–Sarawak gas governance arrangements unsettled−
Sources
- PETRONAS Integrated Report (latest)
- PETRONAS Sustainability Report
- PETRONAS Activity Outlook & Energy Outlook
- Public news coverage
Scores are analyst estimates, not an official PETRONAS assessment.
FutureScore · Explainable intelligence
Inside the score
Illustrative estimates · not verified measurements
A · Strategic Orientation
B · Leadership & Organization
C · Capabilities
D · Human Capital
E · Business Resilience
F · Future Environment
G · Foresight & Navigation
Dimension 11 / 28
AI Readiness
Can the organization adopt and govern AI at scale?
68/100
Assesses the ability to adopt AI usefully, with suitable data, skills, oversight and safeguards.
Proposed indicators · 12
Definitions only · not measurements or approved rules.
11.01 · AI use-case pipeline
The range of documented AI opportunities tied to business needs.
11.02 · AI governance ownership
Whether accountable owners oversee AI adoption and associated risks.
11.03 · AI data suitability
Whether candidate AI uses have relevant, accessible and appropriately governed data.
11.04 · AI workforce literacy
Employees’ understanding of AI capabilities, limitations and responsible use.
11.05 · AI deployment capability
The capacity to move an evaluated AI solution into reliable operation.
11.06 · Model evaluation coverage
The share of AI applications tested against task-specific performance criteria.
11.07 · Human oversight coverage
Whether consequential AI outputs receive appropriate human review.
11.08 · AI risk assessment
Whether AI uses are assessed for safety, bias, privacy and operational risks.
11.09 · AI monitoring coverage
The proportion of operational AI applications monitored for changing performance.
11.10 · AI value realization
Whether AI initiatives deliver measurable benefits against their stated objectives.
11.11 · AI incident response readiness
Whether procedures exist for investigating and containing AI failures.
11.12 · AI supplier dependency
The degree of reliance on individual AI providers or proprietary capabilities.
- Approved indicators
- Not supplied
- Evidence coverage
- Not verified
- Change from import baseline
- —
- Latest recorded reading
- Not supplied
This score is an illustrative estimate. No underlying indicator dataset was supplied, so indicator contributions, verification and statistical confidence cannot be claimed.
28 Future Dimensions
A · Strategic Orientation
B · Leadership & Organization
C · Capabilities
D · Human Capital
E · Business Resilience
F · Future Environment
G · Foresight & Navigation
Illustrative signal feed · not organization submissions
- Regulatory · 3m+0.4
New data-sovereignty guidance published — Regulatory Preparedness re-evaluated
- Talent · 41m−0.6
Senior engineering attrition up 2.1% QoQ
- Technology · 2h+1.1
Agentic AI pilots moved to production in 3 business units
- Competitor · 6h−0.3
Regional competitor launched integrated low-carbon offering
- Strategy · 1d−0.8
Critical assumption on demand growth weakened by new market data
FutureGraph · Digital twin · Demo
Organizational Foresight, as a living graph
Organization → 7 meta-domains → 28 dimensions → imported indicators. Select an indicator to inspect its readings. Dimension scores are calculated from approved indicator rules; missing evidence stays unscored.
Demo mode · illustrative indicator values, not real company data. Sign in and import a CSV to see your organization. Demo readings are not saved.
Overall FutureScore
Organizational Foresight
73
- A · Strategic Orientation77
- B · Leadership & Organization73
- C · Capabilities71
- D · Human Capital71
- E · Business Resilience77
- F · Future Environment74
- G · Foresight & Navigation69
Select an imported indicator to add a dated reading. Scores use approved indicator rules; history is saved with the organization.
FutureGraph · AI-assisted scoring model
From indicators to dimension scores
AI proposes indicator direction, ranges, weights and reasoning. A reproducible calculation produces the scores. The selected Digital Twin supplies real evidence for this demo only; no readings, rules or organization scores are saved by this demonstration.
Sign in and select an organization with real imported indicators in the workspace. No company measurements are invented for this demo.
Data import
Load real organization data.
CSV scores are shown in the import preview only. FutureGraph calculates organization scores from indicator readings and owner-approved rules.
Columns
dimension — required; name (e.g. AI Readiness) or number 1–28
score — 0–100
trend — up · down · flat · alert
indicator, value — 0–100
Preview
Upload a file to preview the profile.
Signal Intelligence
Submit an emerging signal.
Describe what you're seeing. Future Map assesses which of the 28 dimensions it touches and what it could mean.
Assessment
Submit a signal to see its assessment.