Transformation Intelligence Platform
Know where your organization stands.
Know exactly what to do next.
Muyal runs AI-TIF assessments across 8 transformation domains, benchmarks you against peers, and activates an Enterprise Agent Harness to close gaps — continuously and with full governance.
Trusted by transformation leaders at forward-thinking organizations
The Challenge
Most organizations don't know what 'good' looks like.
70%
of organizations cite technical debt as their #1 blocker to innovation
Source: Protiviti
17.3 hrs
per week the average developer loses to maintenance instead of building
Source: McKinsey
14%
higher market value for companies that embrace digital transformation
Source: Deloitte
The Platform
A continuous intelligence loop for your transformation.
Measure
Run an AI-assisted AI-TIF assessment across 8 transformation domains. Understand your current maturity, strengths, and gaps.
Benchmark
Compare your scores against anonymized peer organizations by size and industry. See where you stand and what top performers do differently.
Act
Activate the Enterprise Agent Harness — specialized agents that operate within your maturity context to close specific gaps.
Enterprise AI
The Agent Harness for transformation at scale
Muyal's governed execution layer — where AI agents operate inside your maturity score, not outside it.
Context-bound
Agents inherit AI-TIF scores and gap priorities — every action targets a measured need.
Policy-governed
Approvals, guardrails, and human-in-the-loop controls keep autonomy within enterprise policy.
Fully auditable
Every assessment, decision, and agent action is logged with full traceability for compliance.
Shaping enterprise AI isn't about deploying more models. It's about harnessing agents to your transformation intelligence.
The Framework
Built on proven science. Extended for the AI era.
AI-TIF — the AI Transformation Intelligence Framework — is grounded in CMMI v1.3: 40 years of process maturity research, validated by the DoD, used by thousands of organizations worldwide. Muyal extends it with two proprietary domains that CMMI never addressed.
Plan, execute, and deliver initiatives with predictable outcomes and transparent governance.
Build reliable systems with engineering practices that scale across teams and platforms.
Develop the skills, roles, and structures needed to sustain transformation.
Define metrics that matter and use data to drive transformation decisions.
Institutionalize learning loops that compound capability over time.
Govern vendor relationships and external partnerships with clear accountability.
Prepare people and culture for the shifts transformation demands.
Evaluate and build the foundation for responsible, scalable AI adoption.
“Understanding your transformation maturity isn't a one-time assessment. It's a continuous discipline.”