One operating system for enterprise AI strategy
Vouli IQ turns scattered AI ambition into a defensible, board-ready strategy — measured, sequenced, and governed in a single intelligence platform.
How Vouli IQ works
From assessment to boardroom authority
Diagnose
Complete the SOVEREIGN assessment — 9 pillars, 15 dimensions. Vouli IQ computes a weighted maturity score and a verdict band from CRISIS to EXCELLENCE.
Synthesise
AI advisors translate your scores into strategic narrative, prioritised challenges, and a phased roadmap — calibrated to your industry, size, and persona.
Govern
Track risk exposure, FinOps, vendor and talent posture, and compliance across 25 jurisdictions — with board-grade reporting on demand.
The proprietary methodology
The SOVEREIGN Framework
SOVEREIGN is the proprietary diagnostic at the heart of Vouli IQ. Its name is a backronym of the nine pillars of enterprise AI readiness it measures — a rigorous, board-grade lens that turns “are we ready for AI?” into an evidenced answer.
Strategic Alignment
Is AI tied to a clear vision and measurable business outcomes?
Operational Readiness
Are your data and platform foundations ready to deliver?
Value Realization
Are you tracking ROI and prioritising the right portfolio?
Execution Excellence
Can you deliver and drive adoption at pace?
Risk & Resilience
Is AI and operational risk managed, secure and responsible?
Ecosystem
Are stakeholders and partners aligned around your AI agenda?
Innovation IQ
Is there a healthy pipeline of experimentation and ideas?
Governance
Are governance, compliance and workforce capability in place?
Navigational Agility
Can you course-correct and learn as conditions change?
How the score is built
Each dimension is weighted and calibrated to your industry, organisation size and the executive persona reading it — so the score, the gaps and the resulting roadmap reflect your context, not a generic template. The detailed scoring model lives inside the platform; this is the architecture at a glance.
Six core pillars
Everything the board needs, in one view
SOVEREIGN Scorecard
9 pillars · 15 dimensions. RAG heatmap and a verdict band from CRISIS to EXCELLENCE, weighted to your context.
Phased Roadmap
AI-generated 6-phase roadmap from preconditions through Year 2-3 — each milestone tied to an owner, a framework, and a metric.
Risk Radar
AI-tailored risk register with severity, likelihood, and financial-exposure bands across SOVEREIGN and custom risks.
Executive Dashboard
Persona-calibrated views, trend lines, and show-stopper alerts — boardroom-ready trajectory analytics.
Board-Grade Reports
Executive summary and full scorecard exports in your branding, watermark-free on paid tiers.
Framework Library
74 frameworks across 8 packs — SOVEREIGN, NIST AI RMF, MIT IQ Index, McKinsey Three Horizons, FAIR, and more.
Platform v2.0 · world-class
Boardroom depth, enterprise-grade engineering
Beneath the modules is a platform built to a world-class bar — grounded AI, autonomous agents, real-time collaboration, self-serve analytics, and an open developer ecosystem.
Hybrid retrieval + re-ranking
Answers over your own data use hybrid (semantic + keyword) retrieval with cross-encoder re-ranking, and pass a faithfulness threshold — grounded and cited before they ever reach the board.
Multi-agent orchestration
Goals are decomposed into bounded, tool-using steps with per-step guardrails, dual-control on irreversible actions, and a permanent receipt for every step.
Real-time collaboration
Co-edit strategy artifacts live — conflict-free merge, presence, comments and @mentions — every change permission-scoped and audited.
Self-serve analytics
Build, save, schedule and embed your own reports over governed metrics — funnels, cohorts and warehouse sync included, no engineering required.
Developer platform
Official TypeScript and Python SDKs, an OpenAPI 3.1 spec, a developer portal and signed outbound webhooks — Vouli IQ in your own stack.
Marketplace & native connectors
One MCP grounding plane — protocol-generic, approval-gated, provenance-tracked — plus live chat notifications (Slack, Teams, Google Chat, Discord, Zapier), a partner app framework with scoped install/revoke, and API adapters in development.
AI cost governance
An AI gateway with per-organisation budgets and usage-based billing — every generation costed, attributed and kept within policy.
Continuous red-team & eval
A multi-layer prompt-injection red-team and a CI-gated RAG evaluation keep answers safe, grounded and trustworthy as the platform evolves.
Why Vouli IQ
Not a chatbot. A strategy operating system.
Multi-model intelligence
Routes to the right model for each task — strategic synthesis, risk, and compliance reasoning — rather than a single general-purpose chat.
Enterprise-grade isolation
Row-level security enforces strict per-organisation data separation. Your strategy never bleeds across tenants.
Built for Indian + global context
Compliance across 25 jurisdictions, with data residency on the roadmap (provisioned on request) and India-first framing for GCCs and Fortune 500s alike.
See the platform in action.
A 30-minute boardroom walkthrough, tailored to your industry and current AI maturity.
Request a demo