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 carries a weight your administrators can see and adjust, so the score means the same thing every time it is computed. The narrative, the roadmap and the peer benchmarks built on it are tailored to your industry, organisation size and the executive reading them. 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, watermark-free on paid tiers; white-label in your own brand from Max.
Framework Library
94 frameworks across 8 packs — SOVEREIGN, NIST AI RMF, MIT Work of the Future, 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, discussion threads on board papers, scheduled board briefs, and an open developer ecosystem.
Hybrid retrieval + re-ranking
Answers over your own data use hybrid (semantic + keyword) retrieval with re-ranking and carry citations to source; numbers in AI prose are checked against the figures the platform was given and rejected when they cannot be traced.
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.
Questions on board papers
Raise a question on a board decision paper, @mention a colleague to notify them, and close the thread once it is answered — every thread scoped to your organisation, with who closed it on the record.
Scheduled board briefs
Send the board brief to your directors weekly, monthly or quarterly on a schedule you set, generated from your current data each time.
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 that costs every generation, attributes it to your organisation and tracks it against your plan's monthly AI allowance.
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
Every request is scoped to your organisation by explicit organisation filters in our application code, enforced by an automated cross-tenant test that fails the build if a query loses its filter. Postgres row-level security is enabled on every tenant table as a second line of defence against direct database access.
Built for Indian + global context
Compliance across 25 jurisdictions, with data stored in AWS Tokyo today, dedicated EU and India residency cells on the Enterprise roadmap, 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