Stop funding AI pilots
that never scale
GAMM™ shows you what's actually ready to scale—and what's blocking progress. Decision-grade readiness intelligence in 30 minutes.
Most AI failures aren't about models.
They're about structure.
The Pilot Trap
50+ AI pilots running. Zero scaled to production. Investment without infrastructure readiness.
Governance Gaps
AI expansion blocked by risk, compliance, and accountability blind spots that consulting reports miss.
Platform Failures
Models don't fail. The data foundations, integration layers, and operating models fail.
The GAMM™ Platform
Decision-grade AI readiness intelligence that measures what consulting reports can't quantify
Automated readiness scoring
GAMM™ (Giggle AI Maturity Model) evaluates 5 critical dimensions: data foundations, platform readiness, governance controls, operating models, and product lifecycle maturity.
GAMM™ encodes governance constraints directly into scoring, preventing false readiness signals by design.
- Weighted, multi-dimensional scoring engine
- Governance caps prevent misleading "green light" results
- Longitudinal tracking shows maturity progression over time
Average assessment completion time
Critical readiness dimensions measured
Automated scoring and roadmap generation
Two ways to deploy GAMM™
GAMM™ is designed for enterprises scaling AI beyond pilots — not for experimentation-stage teams.
Start in minutes
Expert-facilitated audits
Decision-grade outputs, not consulting theater
Quantified Readiness Score
Clear maturity level (0-100) across all 5 GAMM™ dimensions. No ambiguous "red/yellow/green" without context.
- • Dimension-level scoring
- • Capability cluster breakdown
- • Weighted overall readiness
Risk & Gap Analysis
Governance gaps that block scaling. Platform readiness blind spots. Compliance exposure areas.
- • Critical blocking gaps identified
- • Risk accumulation patterns
- • EU AI Act alignment check
Phased Investment Roadmap
Sequenced actions based on structural dependencies. Now / Next / Later priorities that actually work.
- • Foundation-first sequencing
- • Governance-constrained progression
- • Platform vs. pilot decisions
Longitudinal Tracking
Re-audit over time to validate progress. See maturity evolution. Prove ROI on AI investments.
- • Historical comparison
- • Trend analysis
- • Regression detection
Industry benchmark data coming soon
As enterprises use GAMM™, we're building the largest proprietary dataset of AI readiness signals across industries.
All benchmark data is derived from completed GAMM™ assessments and normalized across governance and platform maturity.
First AI Readiness Index publication
Industries tracked and benchmarked
All data aggregated and anonymized
Built for decision-makers
Stop funding AI theater
Sequence investment with confidence. Know what's ready to scale vs. what needs platform work first.
Platform gaps, not model gaps
Surface infrastructure readiness issues before they derail AI initiatives. Technical debt meets AI strategy.
Governance caps, not compliance theater
Maturity-constrained progression. EU AI Act readiness. Risk accumulation detection.
Infrastructure, not advice
| Traditional AI Consulting | GAMM™ Platform | |
|---|---|---|
| Focus | Use case recommendations | Structural readiness assessment |
| Deliverable | Slide decks with insights | Decision-grade scores + roadmap |
| Repeatability | Project-based, variable quality | Framework-driven, consistent scoring |
| Governance | Advisory recommendations | Maturity-constrained caps |
| Time to value | 3-6 month engagements | 30 minutes to 2 weeks |
| Longitudinal tracking | None (one-off projects) | Built-in reassessment capability |
Built on modern infrastructure
Enterprise-grade platform
- Proprietary scoring engineWeighted multi-dimensional assessment algorithm
- React + Next.js frontendModern, responsive, enterprise-ready interface
- Postgres + Supabase backendScalable data infrastructure with real-time capabilities
- EU data residency supportGDPR-compliant infrastructure and data handling