Escale

What Escale does

Escale is a Brazilian enterprise AI software company headquartered on Avenida Paulista in São Paulo that builds autonomous AI sales agents and conversational platforms for large enterprises in financial services, telecommunications, energy, insurance, automotive, and education. The company's core product, 'aisa', is a multi-agent AI system with three sub-agents — Qualification, Closing, and Sales Activation — built on a proprietary multi-layer AI Engine trained on millions of real sales conversations that converted. The platform supports text, audio, and document interactions, uses RAG vector databases for contextual retrieval, dynamic LLM routing across OpenAI, Anthropic, and Google Gemini models, intelligent memory, and anti-hallucination filters to operate autonomously across WhatsApp (via an official Meta partnership), voice, and digital channels while integrating natively with Salesforce, HubSpot, Zendesk, Blip, and Zenvia.

The company's go-to-market is enterprise-focused direct sales in Brazil, supported by an inside sales team that works alongside the AI agent, with marquee customers including Itaú, Santander, BV, C6 Bank, Claro, Oi, NIO, Qualicorp, and Reenergia. Escale operates a pay-for-success pricing model under multi-year contracts, where remuneration is aligned to sales outcomes generated for the client rather than flat subscription fees. Supporting the core agent are two add-on products — Escale Desk (AI-assisted human customer service with AI Copilot) and Escale Monitor (real-time conversation analytics) — plus a human Inside Sales service for complex negotiations.

Escale is backed by tier-1 venture investors including Redpoint eventures, Kaszek, Global Founders Capital, Invus, and QED Investors, with approximately $50.1M disclosed across funding rounds from 2017 to 2021. The company employs 450+ people, holds CSA Star Level 1 certification, is LGPD and BACEN compliant, and is pursuing ISO 27001, 27018, and 27701 certifications. It acquired Cobmax Sales Center in May 2020 to extend its sales operations capability.

Name

Escale

Legal name

Escale Tecnologia e Marketing LTDA

Website

https://escale.ai

Company type

Private

Founded year

2015

Operating status

Operating

Headcount range

501–1,000 employees

Short description

Escale is a São Paulo-based AI software company that builds autonomous AI sales agents for large Brazilian enterprises in banking, telecom, insurance, energy, and automotive, operating on a pay-for-success pricing model via WhatsApp and CRM integrations.

Ownership category

akta.pro rank

Product category

AI Sales Automation Software

NAICS

Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821), Computer Systems Design and Related Services (54151), Custom Computer Programming Services (541511)

SIC

Services-Prepackaged Software (7372), Services-Computer Programming, Data Processing, Etc. (7370)

akta.pro primary industry

AI & Automation in Customer Service (Chatbots, Agent Assist) (EDABACAO)

akta.pro secondary industries

Contact Center Speech AI (agent assist, IVR automation) (HDAAAFAL), End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA), ESB & Enterprise Messaging Middleware (HDAEAIAC)

Keywords

• AI sales automation
• Conversational sales agents
• Enterprise sales platform
• WhatsApp sales solutions
• Multi-agent AI system

Headquarters

HQ city

São Paulo

HQ country

Brazil

HQ region

Latin America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations

Revenue model

1. Outcome-based / Pay-for-success: Pioneer in the pay-for-success model where the company earns when the client wins. Remuneration is aligned to the results generated for the client's business. This performance-based approach demonstrates confidence in the product's ability to deliver measurable sales outcomes.

Pricing tiers

Go-to-market motion2 records

Distribution channels4 records

Marketing channels5 records

Core offering

Escale builds and sells an AI-powered enterprise sales automation stack, anchored by "aisa," a multi-agent AI sales agent that autonomously qualifies leads, handles objections, personalizes offers, closes deals, and activates sales (including identity verification, document collection, payment, and contract signing) across WhatsApp and voice channels. The stack is complemented by Escale Desk (an AI-assisted conversational customer-service platform), Escale Monitor (real-time conversation intelligence and analytics), and Inside Sales human teams, all integrated with major CRMs and conversational platforms.

Product overview

Escale offers a unified AI-powered sales technology stack combining proprietary AI agents, conversational platforms, and analytics tools for enterprise companies. The core product is aisa, a multi-agent AI sales system trained on millions of real sales conversations that autonomously qualifies leads, closes deals, and activates sales. Supporting the AI agent are Escale Desk (conversational customer service platform with AI Copilot), Escale Monitor (real-time conversation intelligence and analytics), and Inside Sales human teams. These products share native integrations with major CRMs (HubSpot, Salesforce) and conversational platforms (WhatsApp, Zendesk, Blip, Zenvia), forming an integrated ecosystem designed for complex B2B sales journeys in financial services, telecom, energy, and education sectors.

Differentiator

Problem solved

Functional benefit

Brands

• aisa: AI sales agent designed to qualify leads, close deals, and activate sales through WhatsApp and other channels. Claims to increase conversion rates by up to 40%.
• Escale Desk
• Escale Monitor
• Inside Sales

Products and services

• aisa - AI Sales Agent Multi-agent AI sales agent with three sub-agents (Qualification, Closing, and Sales Activation) that autonomously qualifies leads, identifies objections, personalizes offers, verifies identity, processes payments, and signs contracts via WhatsApp and voice channels. Built on Escale's proprietary AI Engine with RAG, dynamic LLM routing, multimodal interpretation, and anti-hallucination filters. Targeted at enterprise sales operations in financial services, telecom, energy, auto financing, education, and insurance.
• Escale Desk Conversational platform that accelerates human customer service with AI assistance. Provides a real-time interface, AI Copilot suggesting responses and next steps, lead history and integrated data, automated follow-ups, intelligent distribution, and audit-friendly KPIs and recordings. Used by enterprise client sales and service teams alongside the aisa agent.
• Escale Monitor Real-time conversation analysis platform that identifies patterns and delivers actionable intelligence for sales operation evolution. Features script-adherence tracking, automatic call summaries with diagnostics, data-driven individual feedback for sales teams, and integration with CRMs and aisa.
• Inside Sales (Human Sales Team) Human sales teams prepared to work alongside the aisa AI agent to enhance results and customer experience in complex negotiations. Part of Escale's complete sales stack for enterprises requiring hybrid human-plus-AI execution.

Quantifiable outcome

• Up to 40% increase in conversion rates
• +4 more outcomes

Named customers9 records

Segments7 records

Ideal customer profiles1 record

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration6 records

AI capability10 records

Feature11 records

Partnerships

Ten partnerships are on record, tiered core, major and supporting.

• AWScoreTechnology or IntegrationCloud infrastructure partner providing hosting and storage. Data processed in Brazil or USA. AWS provides the underlying cloud infrastructure for the enterprise-grade platform.
• Meta / WhatsAppcoreTechnology or IntegrationOfficial WhatsApp business partner. Meta provides the WhatsApp platform integration enabling conversational sales through the popular messaging app. Primary communication channel for the AI agent.
• OpenAImajorTechnology or IntegrationAI/LLM partner providing language models for natural conversation processing. OpenAI provides the large language model capabilities powering the AI agent's conversational abilities.
• AnthropicmajorTechnology or IntegrationAI generative partner, depending on client architecture. Anthropic provides additional AI capabilities for the platform's generative AI features.
• Google (Gemini)majorTechnology or IntegrationAI generative partner for Google Gemini models, depending on client architecture. Provides alternative AI model options for the platform.
• HubSpotmajorTechnology or IntegrationCRM and automation partner. HubSpot provides customer relationship management and marketing automation integration for the sales platform.
• ClerksupportingTechnology or IntegrationWeb application authentication partner, depending on client architecture. Clerk provides identity and access management for the platform.
• HublabsupportingTechnology or IntegrationChatbot management partner, depending on client architecture. Hublab provides additional chatbot management capabilities.
• Google AnalyticssupportingTechnology or IntegrationDigital marketing intelligence partner, depending on client architecture. Google Analytics provides web analytics and marketing performance tracking.
• 2ClixsupportingTechnology or IntegrationOperational performance evaluation partner. 2Clix provides tools for measuring and evaluating operational performance metrics.

Scale indicators5 records

Recent moves6 records

Expansion highlights7 records

Direct peers

• Ada: Ada is an AI agent platform for customer service and increasingly sales-driven automation across channels including messaging apps. Its agentic architecture and enterprise focus overlap directly with Escale's aisa multi-agent system.
• Yellow.ai: Yellow.ai provides a multi-agent conversational AI platform for enterprise sales, marketing, and support across WhatsApp and other channels. Strong LatAm presence and WhatsApp-first approach make it a direct competitor to Escale, particularly in financial services and telecom.
• Cognigy: Cognigy offers an enterprise conversational and agentic AI platform for customer service automation across voice and digital channels. Its AI agent capabilities, enterprise integrations, and vertical focus on telecom/financial services directly mirror Escale's go-to-market.
• Drift (Salesloft): Drift pioneered AI-driven conversational sales agents for B2B websites before being acquired by Salesloft. It targets similar enterprise sales conversations with AI-driven qualification and routing, making it a direct functional competitor to Escale's aisa.

Broad incumbents

• HubSpot: HubSpot provides CRM and marketing automation with growing AI agent capabilities (Breeze Agents) aimed at sales qualification and customer engagement. It is a strategic technology partner of Escale but also a potential competitor for SMB/mid-market AI sales automation.
• Sinch: Sinch is a global CPaaS and conversational AI provider with strong LatAm messaging infrastructure, including WhatsApp Business APIs. It competes for the messaging-and-agent layer that underpins Escale's conversational distribution.
• Salesforce (Sales Cloud / Einstein): Salesforce sells the dominant enterprise CRM platform and has layered Einstein AI agents for sales automation across qualification, outreach, and forecasting. While much broader than Escale, Salesforce competes for the same enterprise AI-sales-agent budget and brings incumbency advantage.

Regional players

• Blip (Take Blip): Blip is a Brazilian conversational platform focused on WhatsApp Business at scale with intelligent agent and chatbot capabilities. As a direct LatAm competitor and existing Escale integration partner, Blip represents an adjacent conversational-AI player for Brazilian enterprise sales and support.
• Zenvia: Zenvia is a Brazilian conversational commerce and customer experience platform with WhatsApp, voice, and AI agent capabilities. It targets the same Brazilian enterprise segments (telecom, financial services) and is both an integration partner and a potential competitor to Escale.

Emerging players

• Sierra (Sierra AI): Sierra is an emerging agentic AI platform for enterprise customer experience, founded by ex-Salesforce leadership. Its focus on autonomous AI agents for sales and service workflows across regulated industries makes it a comparable emerging peer, though with limited LatAm footprint today.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks6 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/escaleoficial
• Instagraminstagram.com/escaleoficial
• Xx.com/escaleseo

Compliance6 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles5 records

Funding overview

Funding rounds5 records

Investors5 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A1 record

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Escale