TextLayer Core

TextLayer Core

Standardized, battle-tested infrastructure to deploy AI workflows fast—without adding to your legacy debt.

// The Problem

// The Problem

// The Problem

Enterprise teams aren't failing to

innovate—they're failing to deploy.

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

// What It Is

// What It Is

TextLayer Core is a modular AI middleware stack that integrates into your infrastructure

We provide code best practices and onboarding to launch features quickly and teach your team to maintain them

TextLayer Core is a modular AI middleware 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

// Features

// Features

What’s Inside

What’s Inside

Flask API
Flask API
Flask API

A production-ready backend framework with built-in best practices. Enables fast, secure API development without compromising flexibility.

Terraform Scripts
Terraform Scripts
Terraform Scripts

Automated infrastructure provisioning for fast deployment. Designed to integrate seamlessly into your environment.

Real Examples
Real Examples
Real Examples

Access working agent blueprints based on successful past deployments — fully documented, forkable, and production-ready.

Custom Devin Setup
Custom Devin Setup
Custom Devin Setup

We help you deploy a Devin autonomous coding agent customized for your product and workflows, including tools and team support.

LLM + Tool Templates
LLM + Tool Templates
LLM + Tool Templates

Pre-built prompts and toolchains to jumpstart AI delivery. Includes setups for retrieval and routing.

Docs + AI Assistant
Docs + AI Assistant
Docs + AI Assistant

Access technical documentation and an AI agent for your implementation, keeping your team fast and unblocked.

Eval Kits
Eval Kits
Eval Kits

Includes evaluation datasets, scoring logic, and LLM-as-a-judge tooling.
Make outputs measurable from day one.

// What Makes Us Different

// What Makes Us Different

// What Makes Us Different

Stay Competitive

Without Starting Over

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.

// Proof and Credibility

// Proof and Credibility

// Proof and Credibility

$50B+ in enterprise value supported

$50B+ in enterprise value supported

We've helped deploy AI features across some of the world's most valuable companies. Not case studies. Just working systems.

We've helped deploy AI features across some of the world's most valuable companies. Not case studies. Just working systems.

DEPLOYED IN WEEK 1
DEPLOYED IN WEEK 1
DEPLOYED IN WEEK 1
100% ENGAGEMENT SUCCESS
100% ENGAGEMENT SUCCESS
100% ENGAGEMENT SUCCESS
PRODUCTION READY
PRODUCTION READY
PRODUCTION READY

Transform legacy systems into intelligent workflows

Transform legacy systems into intelligent workflows

Transform legacy systems into intelligent workflows