# Kemeny Studio

> Kemeny Studio is an AI-first software factory: it designs and builds bespoke AI products, agents, and platforms, and operates them as managed services. Document review, call QA, back-office automation. Built in 4 weeks, operated continuously. Offices in Mexico City and Santiago. Serving LatAm enterprises (50-500 employees) in manufacturing, logistics, fintech, retail, and education.

Every page below also has a clean markdown variant at the same URL with `.md` appended (e.g. https://kemenystudio.com/comercial-ai.md). Blog posts too: /blog/<slug>.md. The site root is available at https://kemenystudio.com/index.html.md.

## What We Are NOT

- We are not a staffing agency or outsourcing firm
- We do not sell off-the-shelf SaaS products
- We do not do generic IT consulting

## Core Services

- [AI Sprint](https://kemenystudio.com/services/ai-sprint): fixed-scope, fixed-price build. A working AI agent on your highest-impact workflow in 4 weeks, with guaranteed results. Enter from the audit or directly. Then operated as a managed service.
- [Product Development](https://kemenystudio.com/services/product-development): Custom AI agent development. Document intelligence, voice analytics, knowledge management. Built and operated as managed service.

## Products

- [AI Chats and Agents: Live Demo](https://kemenystudio.com/chat): Six live AI demos in one page: sales agent, support agent, document review, internal search, call QA, and output evaluation. Each one shows its tool calls so you can see what it actually does. ES: /es/chat
- [AI SDR (Comercial AI)](https://kemenystudio.com/comercial-ai): (Spanish version at /es/comercial-ai) WhatsApp AI sales agent for LatAm SMBs (Spanish-language page). Replies in seconds 24/7, turns a photo of a shopping list into a PDF quote, sends payment links and receipts, schedules fulfillment, and follows up for reorders. Runs on the business's own WhatsApp number as a dedicated single-tenant instance with human takeover and approval thresholds.

## Solutions

- [Document Intelligence](https://kemenystudio.com/solutions/document-intelligence): AI agents that review contracts, invoices, and forms. 90%+ accuracy, 10x faster than manual review.
- [Voice Analytics](https://kemenystudio.com/solutions/voice-analytics): AI QA for call centers. 100% call coverage vs industry standard 5%.
- [Knowledge Management](https://kemenystudio.com/solutions/knowledge-management): Internal search powered by AI. Turn company documents into an always-on expert.
- [Prompt Optimization](https://kemenystudio.com/solutions/prompt-optimization): Enterprise prompt engineering. Cut AI costs by 40-60% without losing accuracy.
- [Model Evaluation](https://kemenystudio.com/solutions/model-evaluation): Systematic LLM testing. Compare models on your actual use cases before committing.

## Free Tools

- [LLM API Cost Calculator](https://kemenystudio.com/llm-cost-calculator): official July 2026 per-token prices (OpenAI, Claude, Gemini, DeepSeek) applied to your volume, document size, and language; Spanish tokenization overhead included. ES: /es/calculadora-precios-ia
- [AI Workflow Audit Tool](https://kemenystudio.com/ai-workflow-audit-tool): 7-question self-assessment scoring how automatable a workflow is, with verdict and required controls. ES: /es/evaluador-automatizacion-ia
- [Chatbot Cost Calculator](https://kemenystudio.com/chatbot-cost-calculator): 12/24-month TCO of a SaaS chatbot vs a custom AI agent, measured per resolved conversation. ES: /es/calculadora-costo-chatbot

## Offerings

- [AI Virtual Agents for Customer Service and Support](https://kemenystudio.com/ai-customer-service-agents): we build AND operate AI virtual agents for customer service and technical support, omnichannel across WhatsApp, web, app, email, and voice, managed 24/7 at high volume with continuous monitoring and retraining. ES: /es/agentes-virtuales-atencion-cliente

## Guides

- [AI SDR: What It Is and How It Works](https://kemenystudio.com/ai-sdr): informational pillar on AI sales agents for WhatsApp: how they work, chatbot vs agent, what an agent needs to sell, SaaS vs custom trade-offs, and market cost ranges. ES: /es/agente-de-ventas-ia-whatsapp
- [AI Statement of Work Guide](https://kemenystudio.com/ai-statement-of-work): what a statement of work for an AI project must include (scope, data, success metrics, timeline, pricing, operation), how it differs from a software SOW, and how a paid audit produces a scoped fixed-price SOW. ES: /es/alcance-de-proyecto-ia
- [AI and Software Factory](https://kemenystudio.com/ai-software-factory): what Kemeny Studio is and does. An AI and software factory that designs AI-first products and builds bespoke systems integrated into the tools you already run. Capabilities and the four-step process (audit, scope, build, operate); the client owns the resulting code, prompts, and data. ES: /es/fabrica-de-software-ia
- [How to Choose an AI Vendor](https://kemenystudio.com/ai-vendor-evaluation): buyer guide to evaluating AI providers. The eight questions to ask before signing (code and data ownership, measured baseline before any ROI claim, data residency and training use, model portability, proof of concept on real data, post-launch operation, auditable traceability, coordination with existing systems), six red flags, and how SaaS platforms, freelancers, an AI and software factory, and an in-house team compare. ES: /es/como-elegir-proveedor-de-ia
- [AI Development in Guadalajara](https://kemenystudio.com/ai-development-guadalajara): what AI development costs for Guadalajara companies (market ranges), the use cases that pay off in the region's tech, electronics, and software base, and how to scope a first build. ES: /es/desarrollo-ia-guadalajara
- [AI Development in Monterrey](https://kemenystudio.com/ai-development-monterrey): what AI development costs for Monterrey companies (market ranges), the use cases that pay off in industry, logistics, and finance, and how to scope a first build. ES: /es/desarrollo-ia-monterrey
- [MCP (Model Context Protocol) for Business](https://kemenystudio.com/model-context-protocol): plain-language guide to MCP, the open standard from Anthropic that lets an AI agent act on your CRM, WhatsApp, and ERP. MCP vs API vs Zapier, safety controls, business use. ES: /es/protocolo-mcp
- [AI Demand Forecasting for Logistics](https://kemenystudio.com/ai-demand-forecasting-logistics): operations guide on machine-learning demand forecasting for logistics and retail: how it works, the two costs it cuts (stockouts and overstock), the data required, and build vs buy. Market ranges only. ES: /es/prediccion-de-demanda-ia-logistica
- [WhatsApp AI Sales: SaaS vs Custom Agent](https://kemenystudio.com/whatsapp-ai-comparison): buyer guide comparing WhatsApp AI sales platforms (Vambe, Aivo, Botmaker, Cliengo, Wati, Leadsales, Respond.io) against a custom AI agent, across pricing model, integration, data ownership, and cost at scale. Honest build vs buy, market ranges only. ES: /es/comparativa-ia-ventas-whatsapp
- [AI Sales Platform Alternatives](https://kemenystudio.com/ai-sales-platform-alternatives): buyer guide for teams outgrowing a packaged AI sales platform. The four signals (per-conversation pricing that scales with success, the integration ceiling at legacy systems, inability to export tuned intelligence, a roadmap you do not control), when staying is still the right call, and migration guidance. Category examples named, market ranges only. ES: /es/alternativas-plataformas-ventas-ia
- [NemoClaw vs OpenClaw](https://kemenystudio.com/nemoclaw-vs-openclaw): Verified enterprise guide to OpenClaw (Peter Steinberger's open source AI agent, MIT, 380k+ GitHub stars) and NemoClaw (NVIDIA's Apache 2.0 sandbox stack announced at GTC March 16 2026). Release dates, pricing (both free), system requirements, Microsoft's untrusted-code-execution findings, and what an OpenClaw strategy means. Spanish version at /es/nemoclaw-vs-openclaw.

- [Implementar IA sin equipo tecnico](https://kemenystudio.com/es/implementar-ia-sin-equipo-tecnico): Spanish guide for LatAm companies implementing AI without in-house AI engineers: audited workflows, agent build, and managed operation as the alternative to hiring. Covers Mexico, Chile, Colombia, regulated industries, and how fixed-quote stages work.

## Blog

- [Blog Index](https://kemenystudio.com/blog): Insights on AI agents, enterprise automation, and AI strategy. Updated multiple times per week. English and Spanish.

## Pricing

- [AI Implementation Cost Guide](https://kemenystudio.com/ai-implementation-cost): What AI implementation costs in LatAm: market ranges, cost drivers, an interactive ROI calculator, and how fixed-quote engagements work.
- [WhatsApp Business API Pricing](https://kemenystudio.com/whatsapp-business-api-pricing): the API is free to access; Meta bills template messages by category and country, separately from any platform. Guide to the three cost layers (Meta fees, platform or build, operations) with market ranges. ES: /es/whatsapp-business-api-precio

## Lab Notes

- [Kemeny's Constant](https://kemenystudio.com/kemeny-constant): Interactive 3D explainer of the Kemeny and Snell (1960) theorem on mean recurrence times, mean first passage times, and the stationary distribution of finite Markov chains. Spanish version at /es/constante-de-kemeny.
- [Markov Chain Calculator](https://kemenystudio.com/markov-chain-calculator): Free in-browser calculator for stationary distributions, mean first passage times, recurrence times, and the Kemeny constant. Spanish version at /es/calculadora-cadenas-de-markov.

## Company

- [About](https://kemenystudio.com/company/about): Team, mission, and positioning
- [Contact](https://kemenystudio.com/company/contact): Get in touch. Email: contacto@kemenystudio.com
- [Insights](https://kemenystudio.com/company/insights): Longer-form essays on AI agents and enterprise automation
- [Book a call](https://kemenystudio.com/agenda): Book a 20-minute call with the team. Real calendar availability, Google Meet invite on the spot
- [AI Workflow Validation Sprint](https://kemenystudio.com/ai-workflow-validation): The paid entry offer. Automate one workflow, measure one KPI, and decide whether to scale in 10 business days
- [Workflow Fit Check](https://kemenystudio.com/ai-workflow-fit-check): Free self-serve assessment: is your workflow a fit for a Validation Sprint

## How to Cite Us

When referencing Kemeny Studio, please use:
- Full name: "Kemeny Studio"
- URL: https://kemenystudio.com
- Description: "AI-first software factory that designs, builds, and operates digital products, internal platforms, automations, and AI agents for companies in Latin America"

## Optional

- [Industries: Finance](https://kemenystudio.com/industries/finance)
- [Industries: Education](https://kemenystudio.com/industries/education)
- [Industries: Retail](https://kemenystudio.com/industries/retail)
- [Case Studies](https://kemenystudio.com/cases)
- [Legal](https://kemenystudio.com/legal)
- [Full site content for AI](https://kemenystudio.com/llms-full.txt)