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AI-native cloud provisioning

Infrastructure that runs itself.

Connect your cloud accounts. Describe what you need. Edict Labs provisions, secures, and manages your infrastructure with cryptographic authorization on every action.

No IaC. No YAML. No platform team. No shortcuts.

Operations Example session
vpc-production · Create VPC · 10.0.0.0/16Authorized
rds-postgres-16 · Provision RDS · Multi-AZAuthorized
iam-role-scoped · Mint scoped credentialAuthorized
elasticache-redis · Provision cache · 2 nodesAuthorized
ecs-api-service · Scale Fargate 2→4Authorized
alb-api-staging · Attach target groupAuthorized
iam-role-scoped · Credential revoked · TTL endRevoked
s3-lifecycle-rule · Apply 90-day archiveExecuting
sg-db-access · Modify security groupPending auth
2,847 Ops today
100% Authorized
0 Incidents
Programs
NVIDIA Inception Program MATH — Machine Learning and Artificial Intelligence Technology Hub

Edict Labs is a member of NVIDIA Inception and was selected for MATH Nuage, an AI/ML incubation program at T-Hub, Hyderabad.

The challenge

The infrastructure tax is crushing small teams.

Too small for a platform team. Too big to wing it.

Slow
3–5 days

Median wait for a new environment

Expensive
$300K+

Annual cost of a platform engineer

Risky
75%

Cloud failures that start with misconfiguration

Wasteful
30%

Cloud spend lost to idle resources

What Edict Labs does

The platform team you can't hire.

Connect your AWS accounts. The platform discovers what's already running, provisions what's needed, and manages the full lifecycle, through natural language.

01 / New infrastructure

Describe. Approve. Done.

Tell the platform what you need in plain language. It infers the architecture, estimates cost, and runs policy checks, then provisions in minutes.

02 / Existing infrastructure

Connect. See. Control.

Start in read-only mode. See what's running, what it costs, and where configuration has drifted. Bring it under management when you're ready.

03 / Ongoing management

It keeps running right.

Drift detection, cost optimization, idle resource cleanup, TTL enforcement, and security posture monitoring, long after provisioning.

Cryptographic authorization

Authorization and execution are always separate.

No single component can both approve and execute a privileged action. Compromise of any one service does not grant the ability to modify your infrastructure.

Other platforms hold standing admin access to your cloud and narrow it with policy. Edict holds nothing standing: authority is minted for one approved operation and destroyed with it.

  • Per-operation, not per-deployment
  • Blast radius: exactly one API call
  • Credentials auto-revoked after execution

Read the security model

01 / Plan

Plans. Never executes.

Determines what to provision and attests intent. Cannot take direct action on your infrastructure.

No cloud credentials
02 / Verify

Independently verified.

Every action is verified against policy by a component that cannot execute it. Architecturally separated, not just logically.

No execution capability
03 / Execute

Scoped. Ephemeral. Revoked.

Access is granted for exactly one operation and automatically revoked the moment it completes.

No policy knowledge
The product

See it working.

Edict Labs provisions infrastructure through a conversational interface. Authorization status is visible on every resource, in real time.

platform.edictlabs.ai
You

“Set up a staging environment for payments: Postgres, Redis, Node.js API behind a load balancer.”

Edict Labs

Architecture plan · 6 resources · ~$47/day · est. 8 min

vpc-staging · private/public subnetsAuthorized
rds-postgres-16 · t3.medium · encryptedAuthorized
elasticache-redis · 2 nodesExecuting
ecs-fargate-api · 2 tasksPending auth
alb-api-staging · Route 53 aliasPending auth
iam-roles-scoped · TTL 14 daysPending auth
How it works

From intent to running infrastructure.

01 / Intent

Describe what you need.

Plain language. No YAML, no Terraform, no infrastructure expertise required. The AI asks clarifying questions for ambiguous requests.

You: "Set up a staging environment for payments."
02 / Plan

AI architects the solution.

The engine infers the right architecture, policy checks run, cost is estimated. Approve once, or it runs autonomously if trust score allows.

Edict Labs: VPC + ECS Fargate + ALB + RDS + ElastiCache
03 / Execute and manage

Provisioned, secured, managed.

Every action passes cryptographic authorization. Failures resume from the exact point they stopped — no orphaned resources, no starting over.

Running · TTL 14 days · 2,847 ops · 0 incidents
Progressive autonomy

Trust is earned, not configured.

Edict Labs starts cautious and earns autonomy through a track record of successful operations. Destructive actions always require authorization.

  • Autonomous: scaling replicas, extending storage, right-sizing
  • Authorization required: new VPCs, security groups, IAM changes
  • Full authorization: teardowns and destructive operations
Trust score · Acme Corp 78
Scale ECS replicas (2→8)Autonomous
Extend RDS storage to 500 GBAutonomous
Create security groupAuth required
Modify IAM role policyAuth required
Teardown production VPCFull auth
Use cases

What teams build with Edict Labs.

Common workflows
Ephemeral environmentsPR-triggered preview environments, created on open, destroyed on merge.
Staging from a sentence"I need staging that mirrors prod but smaller instances." Done in minutes.
Prototype to productionGo live without writing or maintaining a line of IaC.
Cost cleanupAudit and destroy idle resources across all accounts automatically.
Drift remediationDetect when someone changed something in the console. Remediate with one click.
Compliance readinessEvery action audited. Every credential scoped and revoked. SOC 2 and HIPAA ready by design.
Who it's for
DevelopersGet infrastructure in minutes instead of waiting days. Describe what you need, skip the Terraform.
Overloaded platform engineersAutomate the bulk of provisioning requests. Focus on architecture, not tickets.
Engineering leadersSee what infrastructure costs, auto-teardown idle resources, enforce policy without policing.
Enterprise teamsSOC 2 and HIPAA ready. Every action audited. Custom policies. SSO/SAML. Dedicated trust domain.
How we compare

Everyone launched AI. We built the control plane.

The market is tools that assist you with IaC. We replace the IaC layer entirely, and manage what comes after.

Traditional IaCIaC + AI layerAI ops assistantsEdict Labs
ExamplesTerraform, PulumiSpacelift, env0Resolve.ai, Cleric—
InterfaceCode (HCL, TS)Code + NL assistNL for diagnosisNL for everything
ScopeProvision (manual)Provision (assisted)Diagnose + recommendProvision + manage + secure
CredentialsStatic / per-jobPer-stack / per-runRead-onlyPer-operation, auto-revoked
LifecycleCreate onlyCreate + limited driftDay-2 onlyDay-0 to day-N
Failure recoveryPartial state, manual cleanupRollback or start overN/A (read-only)Resumes from failure point
AutonomyNoneStatic configPassive observationProgressive, earned
Pricing

Replace a $300K+ hire for a fraction of the cost.

Early access only. No credit card. Cryptographic authorization on every plan.

Early access Free

Invite only. No credit card required.

  • Full platform access for 14 days
  • 1 AWS account
  • Up to 5 environments
  • Cryptographic authorization on all actions
  • Provisioning, drift detection, cost visibility
  • Community support
Get started
Team Contact us

Pricing not finalized. Contact us for early access.

  • Multiple AWS accounts
  • Unlimited environments
  • Custom TTL and trust policies
  • Full progressive trust engine
  • Email support
  • 90-day audit log
Get started
Enterprise Contact us

Custom pricing for larger teams.

  • Unlimited AWS accounts
  • Custom policy engine
  • SSO / SAML integration
  • Dedicated support + SLA
  • Audit log export (forever)
  • On-premise deployment option
Contact sales

All plans include cryptographic authorization. No shared credentials. No exceptions.

Contact

Tell us what you're building.

We reply within one business day. If you'd rather email, we're at hello@edictlabs.ai.

Message received. We'll be in touch shortly.