AI-Assisted Platform Operations

Fully Agentic
Developer Platform

Ship cloud and Kubernetes deployments in minutes, not weeks. Secure AI agents read your code, pick the right plans from your platform catalogue, and roll out infrastructure that already passes your security policies — no Terraform to write, no tickets to wait on.

1

Create

  • Import
  • Search
  • Generate
2

Test

  • Sandbox
  • Policies
  • Validate
3

Consume & Deploy

  • Catalogue
  • Self-service
  • Deploy

Three stages. One catalogue. Agents do the wiring.

AI agents wrap your Terraform into versioned, self-serve plans. Developers describe their app; agents pick the right plans and deploy. Platform teams set the standards once, the AI agents handle the rest.

1 Stage 01

Create the catalogue

Three ways into your catalogue: import the Terraform you already have, pull from proven upstream modules, or have AI agents generate secure Terraform from scratch. Either way, your developers never write Terraform again — they consume versioned, policy-aware plans straight from the catalogue.

Three ways in
Import Bring your own Terraform
Search Upstream modules
Generate Secure Terraform, AI-written
Wayfinder AI Agents
Wraps, validates, publishes Your standards, applied every time
Wraps modules Applies policies Tags resources Validates IAM
Self-service catalogue
S3
RDS
CosmosDB
Versioned · self-service
Create · Video
2 Stage 02

Test against your policies and publish

Plans flow into a policy-focused sandbox that tests them against your security policies and the real conditions of your cloud accounts. Automated, end-to-end feedback in minutes — failures come back with the full context your agents (or your team) need to iterate. Nothing reaches your developers until it's validated.

Plans from Stage 1
S3 RDS CosmosDB
Policy Sandbox
Policy-driven, end-to-end in minutes Running policies in sandbox… Testing against real cloud accounts… Reporting failures with full logs… Validated ✓
Your security policies
Network
IAM
Encryption
Cost
Across your cloud accounts
Validated · safe to publish
Test · Video
3 Stage 03

Consume and deploy

Developers describe their app and Wayfinder does the rest. AI scans the codebase, matches requirements to the catalogue, generates the config, and deploys to the right account, region, and environment.

Developer's app
app.js
package.json
Dockerfile
Wayfinder AI scans & matches
Reads code Checks deps Matches catalogue
Catalogue match
Kubernetes
AWS S3
Azure SQL
GCP BigQuery
wayfinder.yaml
Account Region Environment
App deployed
Consume and deploy · Video

Explore the features

A closer look at the tools and capabilities that power every Wayfinder deployment.

Wayfinder workspaces view
Wayfinder catalogue view
Wayfinder integrations view
Wayfinder access control view
$ wf get workspaces NAME KEY STATUS compl compl Success claim claim Success finan finan Success actua actua Success brigh brigh Disabled ✓ 5 workspaces active
$ wf get resources --type cloud NAME TYPE VERSION aws-s3-data-bucket Cloud v1.0.0 aws-neptune Cloud v1.0.7 aws-network-build Cloud v1.0.0 ✓ 15 cloud resources available
$ wf get integrations NAME PROVIDER ENABLED DNS Built-in true Terraform Built-in true Kubernetes Built-in true ✓ 3 integrations enabled
$ wf get users NAME EMAIL STATUS Aisha Khan aisha.khan@northbridgeco.io Success Jordan Taylor jordan.taylor@clearpathsol... Success Priya Patel priya.patel@alturatech.io Success Marcus Okafor marcus.okafor@brightforge.co.uk Success Sofia Alvarez sofia.alvarez@evercorelabs.io Success ✓ 5 users active

One workflow. Two audiences. Zero handoffs.

Developers ship a full stack from one manifest. Platform teams publish the plans that power it.

For developers

Ship a full-stack app from one manifest.

Describe your application once. wf up deploys it to every environment and wires identity, access, and dependencies for you.

  • One manifest, full stack

    One wayfinder.yaml describes your app, its Kubernetes workloads, and its cloud resources. One source of truth.

  • Same deploy, every environment

    Ship to ephemeral, dev, staging, and production from the same manifest. No environment drift.

  • Identity wired for you

    Workload identities, IAM roles, and service accounts are provisioned for you. No manual wiring.

  • AI-assisted authoring

    Generate your wayfinder.yaml against the plans your platform team has published. Guided, not guesswork.

For platform teams

Curate the platform. Govern the cloud.

Publish your Kubernetes and Terraform expertise as self-service plans. The work you already do becomes a curated product developers actually use.

  • Agentic Terraform plans

    AI agents draft, test, and iterate CloudResourcePlans from upstream Terraform modules or your own. Standardise infrastructure without owning every PR.

  • Infrastructure as a product

    Publish cloud resources as catalogued, versioned, self-service plans. Developers consume them the same way they consume Kubernetes.

  • Self-service ephemerals

    Roll out reusable patterns, including on-demand ephemeral environments that tear down on their own. Costs stay low. Developers stay unblocked.

  • Wire integrations once

    Connect your observability, CI, identity, and ticketing tools once. Every developer workflow inherits them automatically.

Proven results from platform teams like yours

Real teams. Real outcomes. See how organisations are using Wayfinder to ship faster, enforce governance automatically, and give developers the self-service they need.

Developer Self-Service · AWS

Transport Exchange Group enables developer self-service at scale

TEG's AWS platform had grown over five years and needed modernising. Developers depended on a central DevOps team for every infrastructure request, limiting delivery speed.

Wayfinder's validated Plans abstracted cloud complexity. 50 developers can now self-serve infrastructure through reusable patterns with security, compliance, and cost controls enforced automatically from day one.

Developer self-service delivered. 50 engineers provision infrastructure using tested Plans. Security is validated once by the platform team and consumed by everyone, eliminating the bottleneck.

TEG · AWS

Find out more
Governed Cloud Platform · Azure

JJ Food Service delivers AI data platform in 12 weeks on a governed cloud foundation

JJ Food Service needed to move quickly from manual analytics to AI-powered customer intelligence, with governance built in and without heavy infrastructure overhead. Wayfinder provided the governed Azure platform foundation, enabling automated compliance, cost management, and full team independence so developers could focus on building, not managing cloud.

AI data platform delivered in 12 weeks, driving £5M annual incremental revenue. The team operates fully independently with compliance governed automatically throughout.

JJ Food Service · Microsoft Azure

Find out more

The measurable impact of platform engineering

Real outcomes from teams running Wayfinder in production.

25%

more developer time on product

Developers spend ~31% of their time on infrastructure instead of writing code.

100%

policy-compliant deployments

Nearly half of enterprises suffer incidents from cloud misconfiguration.

10x

faster to production

Elite performers deliver changes an order of magnitude faster.

Ready to see Wayfinder in action?

Book a 20-minute demo tailored to your team's environment and goals.