Large Infrastructure Model
FluidCloud’s Large Infrastructure Model helps teams answer multiple questions that matter most before they migrate, redesign, optimize, or scale infrastructure across clouds.
From accurate IaC conversion and compatibility scoring to outage prediction, compliance drift protection, cost comparison, and cloud matchmaking — LIM gives infrastructure teams a smarter way to decide.
The Pain. The Answer.
How LIM works?
100% Accurate IaC Conversions
Can this be converted?
Our LIM doesn’t just swap code, it reasons through architecture, dependencies, and provider-specific logic to deliver production-ready infrastructure. Translate infrastructure across cloud providers and environments.
Automatically transform complex source architectures into target-ready IaC while preserving operational intent, scaling dependencies, and deployment-grade precision.
Compatibility Score
Will it work there?
Stop guessing and start migrating. Our LIM analyzes deep-layer dependencies to predict exactly how your stack will behave in a new environment. Score portability before migration.
Quantify migration readiness by surfacing hidden dependencies and architectural mismatches before cutover, providing a definitive score of required refactoring for any target cloud.
Multi-Cloud Cost Comparison
What will it cost there?
Stop analyzing spend in the rearview mirror. Our LIM models the financial impact of every architectural choice across providers and regions before you commit.
Align engineering decisions with FinOps goals by simulating workload-specific usage scenarios to compare granular provider costs and regional trade-offs before migration begins.
Outage Prediction Model
Is it resilient enough?
Infrastructure stability shouldn't be a post-mortem exercise. Our LIM identifies architectural fragility and blast-radius exposure before an outage ever occurs.
Eliminate infrastructure blind spots by detecting dependency concentrations and weak resilience patterns across your entire topology, turning reactive recovery into proactive immunity.
Compliance Drift Shield
Is it compliant enough?
Turn compliance from a static audit into a dynamic operational state. Our LIM continuously monitors your infrastructure to neutralize drift before it creates security exposure.
Maintain a perpetual state of audit-readiness across SOC 2, GDPR, and HIPAA with 1,200+ out-of-the-box policies and automated remediation workflows that detect and fix configuration drift in real-time.
Cloud Matchmaking + Architecture Indexing
Which cloud fits best?
Stop defaulting to the familiar. Our LIM benchmarks your unique workload requirements against the entire cloud landscape to identify the architecturally superior destination.
Optimize workload placement through multi-cloud readiness scores and architectural benchmarks that evaluate sovereignty, performance, and resilience to ensure every deployment is based on technical fit rather than institutional habit.
IaC generators create code but rarely enough infrastructure truth
FinOps tools track spend, but do not guide cross-cloud architecture decisions
Compliance scanners detect issues but often stop short of action
Migration tools move assets without scoring cost, fit, resilience, and compliance together
Generic AI copilots are helpful for syntax, but weak on infrastructure-specific reasoning
Reason about conversion fidelity, deployability, and target-cloud semantics
Compare workload cost across providers, regions, and usage assumptions
Detect drift continuously and support autoremediation or assisted remediation
Answer all six questions through one decision layer
Position LIM as infrastructure intelligence, not generic text generation
Target audience blocks
Innovative tools and powerful insights designed to elevate your business
Platform Engineering
Standardize and evaluate infrastructure decisions before rollout.
Cloud Architects
Benchmark cloud fit, portability, and future readiness.
SRE / Infrastructure Teams
Predict resilience risks and reduce downtime exposure.
Security & Compliance Teams
Detect and remediate posture drift continuously.
FinOps & Engineering Leaders
Compare cost across providers and regions before committing spend.
Migration & Modernization Teams
Reduce rewrite effort and improve cloud transition confidence.
