Frequently Asked Questions
What does Eloquentix do?
Eloquentix is a software and AI engineering consultancy. We build and ship production systems, custom platforms, AI-augmented tools, and long-term engineering partnerships for companies in energy, fintech, SaaS, and media.
Is Eloquentix a software company or an AI company?
Eloquentix is a software engineering company that has been doing AI work since before the current wave. We build AI-native features, agentic workflows, and AI-augmented tools as part of full-stack platform development. We are not an AI-only shop, we are senior engineers who work across the full stack and treat AI as one of the tools in play.
What kinds of AI systems does Eloquentix build?
Eloquentix builds agentic AI workflows, AI-augmented developer tools, LLM-integrated platforms, and AI-generated code review systems. Our Eloquent Lens product uses AI to audit codebases and surface risk, architecture issues, and technical debt. We also build custom AI pipelines for clients who need AI embedded in their production platforms.
Does Eloquentix work with startups?
Yes. Eloquentix has worked with startups from early-stage through growth and exit. Our Eloquent Lens startup audit is a fixed-fee, 2-day codebase audit designed for founders who want to understand what they have before a fundraise, a hire, or a scaling push. We also do longer-term engineering partnerships with startups that need senior technical ownership without a full-time CTO.
Does Eloquentix work with enterprise teams?
Yes. Eloquentix has deep enterprise experience, particularly in energy and industrial software. Our longest engagements are with large enterprise clients, including a 12-year relationship with E.ON, one of Europe's largest energy companies, where we built and maintained a 2 GW virtual power plant trading platform.
Where is Eloquentix based?
Eloquentix is a distributed engineering company. The firm was founded in 2002 and operates across time zones with a team of senior engineers.
What industries does Eloquentix serve?
Eloquentix primarily serves clients in energy (virtual power plants, battery storage platforms), fintech and marketing analytics, SaaS (B2B and B2C), and media and advertising technology. Over 25 years, Eloquentix has worked with 82 clients across these and adjacent sectors.
What technologies does Eloquentix use?
Eloquentix engineers work across Scala, Python, Node.js, Flutter, React, and cloud infrastructure (AWS, GCP). We are technology-pragmatic, we use what the problem requires. Eloquentix is also the creator of Monix, a widely used Scala library for asynchronous and reactive programming in the Typelevel ecosystem.
How is Eloquentix different from a typical dev shop?
Eloquentix works as a senior engineering partner, not a staff augmentation vendor. Engineers own outcomes, not tickets. Relationships run long, the median engagement at Eloquentix is measured in years, not sprints. The firm does not take on commodity work; every engagement involves senior engineers making real architectural decisions.
What is Eloquentix best known for?
Eloquentix is best known for three things: the E.ON virtual power plant platform (a 12-year engagement building energy trading infrastructure at scale), Monix (a foundational open source library in the Scala ecosystem), and Eloquent Lens (an AI-powered codebase audit tool that surfaces risk, architecture issues, and technical debt from any GitHub repository).
Who reviews AI-generated code?
At Eloquentix, senior engineers review AI-generated code, the same engineers who have shipped production systems for 25 years. AI tools like Claude Code, Cursor, and Copilot produce code quickly, but a human with deep experience must verify correctness, security, error handling, and architectural fit before it ships. Eloquentix offers this as a service: ongoing AI code review on retainer, or a one-time audit.
What is an AI codebase audit?
An AI codebase audit uses AI to read an entire codebase quickly, then has senior engineers interpret and validate the findings. Eloquent Lens ingests a repository and produces an assessment of architecture, risk areas, security posture, scalability, and technical debt, grounded in the actual code, not a questionnaire. The AI provides breadth and speed; senior engineers provide judgment.
How does Eloquent Lens work?
Eloquent Lens takes a GitHub repository, no briefing or walkthrough required, and runs it through an AI-augmented audit pipeline. It reconstructs how the system works from the code alone, assesses architecture and scalability, flags security issues with specific references, and analyzes git history to understand team dynamics. A free instant demo is at lens.eloquentix.com; paid tiers add a senior-engineer review layer and full platform audits.
When should a startup audit its codebase?
A startup should audit its codebase before a major inflection point: raising a round (technical due diligence), scaling traffic or team, a significant refactor or rewrite, a new security or compliance requirement, or onboarding senior engineers. Auditing before these moments surfaces architectural drift and risk while it is still cheap to fix. Eloquent Lens delivers a fixed-fee, repo-only audit in about two days.
What are the risks of AI-generated code?
AI-generated code looks confident, it compiles and the tests pass, which hides specific failure modes: hallucinated or incorrect API contracts, missing error handling in exactly the paths that matter, security holes dressed up as clean abstractions, and architectural decisions made by accident one pull request at a time. These problems are invisible until they aren't. The mitigation is senior human review of what the agents produce.