Conversational
Stack Synthesis.
Plain English in. A real, validated plan out. Hallucination foreclosed — every type gated to the known registry.
FOUNDRY AI
Infrastructure state synced. What are we building today?
USER
I need a public ALB in front of two EC2 instances in a new VPC with an RDS Postgres backend.
FOUNDRY AI
Synthesizing blueprint... I've applied the AWS-Tier-1 Registry constraints. View draft to the right.
resource "aws_vpc" "main" { cidr_block = "10.0.0.0/16" } resource "aws_lb" "external" { name = "foundry-alb" internal = false load_balancer_type = "application" } resource "aws_db_instance" "postgres" { engine = "postgres" multi_az = true instance_class = "db.t3.micro" allocated_storage = 20 }
Industrial-Grade Reasoning
Foundry doesn't just guess. It performs a formal verification of every suggested resource against your live cloud environment.
Type-Safe Gating
Every LLM output is cross-referenced with the official AWS resource provider. If the property doesn't exist in the registry, the plan is rejected before you even see it.
Context-Aware Planning
The AI maps your existing subnets, CIDR ranges, and IAM roles. It makes "smart references" rather than creating duplicate resources, keeping your graph clean.
Collaborative Refinement
Iterate on designs using natural language. Ask for Multi-AZ, high-availability, or cost-optimization, and watch the logic update with cryptographic certainty.
The Logic of Certainty
Most AI infrastructure tools are stochastic—they guess. Foundry uses a closed-loop validation engine that treats the LLM as a "proposal engine" and our registry as the "source of truth."
Proposer Phase
LLM interprets intent and proposes a JSON graph topology.
Validation Pass
Schema validator checks against the official AWS Cloud Control API spec.
Policy Enforcement
Checks for security violations (e.g., public S3 buckets) before display.
Stop Guessing. Start Synthesizing.
Get early access to the Synthesis engine and experience the transition from manual YAML editing to intent-driven engineering.