// PRODUCT
TextLayer Core™
Standardized, battle-tested infrastructure to deploy AI workflows fast—without adding to your legacy debt.
// THE PROBLEM
Enterprise teams aren't failing to
innovate—they're failing to deploy.
AI PoCs that die in DevOps
Getting AI into production is hard. Lack of infrastructure, tools, and expertise leaves projects stuck in concept phase.
Legacy systems too complex to integrate
Many businesses spend months trying to get AI to work with their existing infrastructure, while the rest of the business moves on.
Tools that no one can maintain after launch
Teams struggle to maintain AI tools after launch, leading to slowdowns and missed opportunities.
// WHAT IT IS
TextLayer Core is a modular AI stack that integrates into your infrastructure
We provide code best practices and onboarding to launch features quickly and teach your team to maintain them
// FEATURES
What’s Inside
Flask API
A production-ready backend framework with built-in best practices. Enables fast, secure API development without compromising flexibility.
Terraform Scripts
Automated infrastructure provisioning for fast deployment. Designed to integrate seamlessly into your environment.
LLM + Tool Templates
Pre-built prompts and toolchains to jumpstart AI delivery. Includes setups for retrieval and routing.
Docs + AI Assistant
Access technical documentation and an AI agent for your implementation, keeping your team fast and unblocked.
Eval Kits
Includes evaluation datasets, scoring logic, and LLM-as-a-judge tooling. Make outputs measurable from day one.
Real Examples
Access working agent blueprints based on successful past deployments — fully documented, forkable, and production-ready.
Custom Devin Setup
We help you deploy a Devin autonomous coding agent customized for your product and workflows, including tools and team support.
// HOW IT WORKS
Stay Competitive
Without Starting Over
[ 01 ]
Plug In Fast
We scope your goals, deploy the stack, and guide your team through a clean setup using our Terraform scripts and standardized API.
[ 02 ]
Define & Build with EDD
We help your team define evals (desired inputs/outputs), then build toward them using eval-driven development—iterating quickly with LLM-as-a-judge scoring.
[ 03 ]
Deliver & Enable
You ship a working agentic MVP within 1–2 weeks, and your team gets upskilled along the way—so you can own and extend it after we leave.
// EVAL DRIVEN DEVELOPMENT
Prompt
Eval
Refine
Deploy
Ready to build?
Let's make AI real—starting next week.