Question 1

What is AI/works™ by Thoughtworks?

Accepted Answer

AI/works™ is an Agentic Development Platform designed to build and run industrial-grade enterprise systems in the AI era. It acts as the new standard for the Software Development Lifecycle (SDLC) revolutionizing the economics of software development, utilizing coordinated AI agents to deliver high-quality software faster and continuously modernize systems so they never become legacy. AI/works™ encodes Thoughtworks' rich engineering excellence heritage and sensible defaults into context libraries, agent workflows and guardrails for an AI-powered SDLC.

Question 2

What is an Agentic Development Platform?

Accepted Answer

An Agentic Development Platform is an AI-powered software engineering platform that uses coordinated AI agents to support the entire software development lifecycle - not just code generation. Unlike traditional coding assistants, an Agentic Development Platform helps organizations understand legacy systems, create and evolve software specifications, generate production-ready code, govern AI agents, and continuously maintain applications after deployment. Thoughtworks AI/works™ is an Agentic Development Platform designed to help enterprises build, modernize and operate industrial-grade software systems faster while maintaining governance, quality and human oversight.

Question 3

How does AI/works™ transform the traditional Software Development Lifecycle (SDLC)?

Accepted Answer

Traditionally, enterprises spend millions to build, run, and eventually rebuild aging software. AI/works™ changes this economic model by continuously updating your systems as business needs, regulations, AI models, and security threats evolve. Through an AI-driven, spec-driven approach, it regenerates code as needed — ending the legacy trap and fast-tracking new products into deployment.

Question 4

How does AI/works™ differ from GitHub Copilot, Claude Code, Open AI Codex and other AI coding assistants?

Accepted Answer

AI/works™ is not a generic coding assistant or a thin wrapper around third-party models. It is a spec-driven platform built for the enterprise reality that combines reverse engineering, requirements enrichment, dynamic specification development, code generation, runtime operations and governance into one delivery system. In practice, that means it is built to help enterprises modernize and run complex software estates, not just speed up isolated developer tasks.

Question 5

What is the 3/3/3 methodology?

Accepted Answer

The 3/3/3 methodology is Thoughtworks' rapid-delivery framework designed specifically to pair with AI/works™. It is built to take enterprises from an idea to a live product quickly: 3 days to align stakeholders on the product concept and outcomes; 3 weeks to build a prototype confirming feasibility; and 3 months to ship an industrial-grade MVP into production.

Question 6

Does AI/works™ lock us into a specific Large Language Model (LLM) or cloud provider? Will it work with our existing technology stack?

Accepted Answer

AI/works™ is designed to interoperate with existing enterprise environments and your existing technology stack. AI/works™ is built on a flexible engineering foundation and does not force vendor lock-in. It seamlessly interoperates with leading cloud, data and compute platforms - including AWS, Google Cloud, Microsoft Azure, Databricks, Snowflake, Nvidia and Anthropic.

Question 7

Is AI/works™ for legacy modernization, new product development, or both?

Accepted Answer

Both. AI/works™ is built for the enterprise reality where legacy systems, microservices, data products and AI agents all need to coexist. It can reverse-engineer existing systems to reconstruct business logic and specifications, while also supporting forward engineering for new digital products, services and capabilities.

Question 8

How does AI/works™ help modernize our existing legacy systems?

Accepted Answer

Yes. AI/works™ excels at legacy modernization through its AI-powered Code to Spec capabilities. It ingests legacy codebases, reconstructs complex business logic, and generates validated, as-is specifications. In fact, it goes beyond understanding legacy code to visualise your future state architecture and code base, building it with robust modernization rules. This ensures a safe, accurate transition from outdated systems to modern architecture. AI/works™ can support both modernizing legacy (brownfield) as well as building new products and platforms (greenfield).

Question 9

How does AI/works™ ensure the security, compliance, and governance of AI agents?

Accepted Answer

AI governance is built directly into the platform via the AI/works™ Control Plane. It orchestrates AI agents with full compute and token cost transparency, active guardrails, complete audit trails, requirements traceability through to generated code (Evals) and active monitoring of security posture and AI compliance. This ensures secure, compliant execution at scale while standardizing AI-assisted development across your teams.

Question 10

How does AI/works™ maintain systems after they are deployed?

Accepted Answer

The platform includes AI/works™ Runtime Ops, an AI-driven operations environment for continuous monitoring and maintenance. It detects system changes, automatically updates the Super Spec, and regenerates impacted code. The AI/works™ Knowledge Fabric ingests enterprise-grade information into a secure, continuously evolving knowledge repository for building solutions. It is discoverable, segmented by industry and domain, and also includes regulations and proprietary enterprise knowledge.

Question 11

Is AI/works™ a product we buy, or a platform Thoughtworks uses to deliver outcomes?

Accepted Answer

Today, AI/works™ is best described as the platform Thoughtworks uses to help clients deliver outcomes faster and with more confidence. It is not presented as a self-serve point product. The differentiation comes from the combination of the platform, Thoughtworks engineering expertise, reusable IP, governance practices, responsible AI philosophy and delivery methods applied together.

Question 12

What proof points show that AI/works™ delivers real enterprise value? What results are clients seeing?

Accepted Answer

AI/works™ is backed by both external recognition and client impact. Constellation Research recognized AI/works™ for changing the economics of enterprise software delivery, and Thoughtworks was also recognized as an AI-First Consulting Firm, with Constellation later identifying AI/works™ and Thoughtworks as a strong contender in the fast-growing category of AI-powered developer platforms. The analyst report notes customer feedback that organizations choose AI/works™ to accelerate AI-powered transformation projects, increase developer productivity and leverage Thoughtworks' deep expertise in custom software engineering and Agile delivery. On delivery outcomes, Thoughtworks has cited examples including a 66% reduction in reverse engineering effort for an automotive mainframe modernization program with estimated savings of 60,000 person days, 50% faster delivery for a financial services firm, 80% faster modernization with 90% cost savings for a multi-national retailer.

Build new systems, modernize old ones. Get industrial-grade systems in three months.

Don’t take our word for it Meet the clients delivering with AI/works™

A global agricultural manufacturer

A major multinational retailer

A leading automotive manufacturer

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