Comparison
Tolky vs Salesforce
Salesforce is the world's most established enterprise CRM, with AI added on top via Einstein. Tolky is an AI CRM built from scratch to operate with autonomous agents — service, CRM, automation, and intelligence in a single conversational ecosystem. Here is the honest, feature-by-feature comparison.
Quick verdict
Both platforms are good — for different problems.
Choose Tolky if…
Your operation is conversational and needs AI that executes autonomously across every channel
You want go-live in days, with natural-language configuration and no implementation partner
You want predictable cost by conversation volume, not per user and per module
You need AI agents that update the CRM on their own, without manual data entry
Choose Salesforce if…
Your company has highly complex enterprise operations with hundreds of legacy customizations
You already have a team of admins and certified partners and don't want to migrate what's working
You need advanced forecast, territory management, and deal scoring for large sales teams
Your priority is deep integration with SAP, Oracle, and other enterprise ERP systems
The in-depth analysis
Beyond the table: what actually changes in your operation.
The core difference is not in the features on paper, but in time to value. Salesforce is a powerful platform, but one that requires months of implementation, a dedicated admin, and often a certified partner just to configure basic automations. Einstein AI suggests and analyzes — but the human team is still the one executing. Tolky was built the other way around: AI agents execute real actions autonomously from day one, without code, without a partner, and without an IT project.
In the day-to-day of the CRM, Salesforce only works if the team enters data — and keeping a Salesforce well-filled is a job in itself. In Tolky, the CRM updates itself because every conversation, qualification, and next step is automatically logged by the agent. The result is a database with 85% to 95% completeness versus the 20% to 40% typical of a passive CRM, and an operation that reflects reality without depending on team discipline.
Finally, there is the question of total cost and complexity. Salesforce charges per user, per module, and per add-on — which makes TCO grow exponentially as the operation scales, on top of requiring 3 to 12 months of paid implementation. Tolky goes into production with go-live in days, has predictable cost by conversation volume, and is configured in natural language by your own team. For companies that want to move fast, the fair comparison includes the opportunity cost of a Salesforce that takes a year to reach production.
Full comparison
Feature by feature, no marketing.
Feature
Tolky
Salesforce
Autonomous AI agents
Native: SDR, Sales, Support, CRM, Closer, and Outbound
Einstein AI — assistive, paid add-on per module
Channels (omnichannel)
Native WhatsApp, webchat, email, and Instagram, with audio and documents
Via integrations and AppExchange, focused on email and phone
CRM updates
The agent writes to the CRM automatically after every conversation
Manual or via complex flows/automations
Autonomous service resolution
Over 67% of interactions without human touch
Simple bots via Service Cloud, limited to scripts
AI configuration
In natural language, no code and no partner
Requires Salesforce admin, Apex, and certified partner
Hybrid human + AI service
Native, with smart escalation and full context
Service Cloud — powerful, but expensive and complex
Audio transcription
Native, in Brazilian Portuguese
Via Einstein Voice or third-party integrations
Proactive messaging (outbound)
Outbound agent prospects and re-engages in real conversations
Pardot / Marketing Cloud (separate product, additional cost)
Conversation analytics
Smart Tags classify topics automatically with AI
Einstein Analytics — advanced, but requires a separate license
Multiple channels and teams
Native in the same panel, no extra per-seat cost
Per user per module (Sales, Service, Marketing are separate)
Implementation time
Go-live in days
3 to 12 months with a certified partner
Product and support in Portuguese
Native, team and support in Brazil
Localized, global support via partners
Data-privacy compliance (LGPD)
By default, processed in Brazil
Possible, but requires specific configuration
Cost model
By conversation volume — predictable at scale
Per user + per module + implementation — high TCO
Adoption curve
Natural-language configuration by your own team
High — requires training, certifications, and a dedicated admin
Platform focus
B2B conversational operations, AI-first
Enterprise CRM focused on large sales teams
What Tolky does differently
Not a CRM with AI on top. A CRM where AI operates.
CONVERSATIONS
AI and human team in the same ecosystem
Every conversation — from WhatsApp, webchat, or email — in a single panel, with AI resolving autonomously and the human team stepping in only when context demands. Complete history, transcribed audio, and documents visible inline. In Salesforce, replicating this requires Sales Cloud + Service Cloud + Einstein + integrations — separate projects with separate costs.
IDENTITY
Agents configured in natural language
Each agent has a name, mission, tone of voice, scope, and behavioral profile — all defined in natural language, no code and no partner. In Salesforce, creating an equivalent bot requires Apex, flows, Einstein Bot Studio, and often a certified partner. In Tolky, the team itself configures in hours.
AUTOMATION
Automation that acts, not just logs
Agents don't just move records between stages: they hold real conversations, qualify, query systems, and execute actions. Tolky's automation resolves the service; Salesforce's flows orchestrate tasks for humans to execute. An architectural difference that defines the operational result.
INTELLIGENCE
Real-time operational intelligence
Autonomous AI resolution, volume by channel, CSAT, and Smart Tags that automatically classify conversation topics. Tolky processes over 4 million messages per month with more than 67% resolution without human touch. In Salesforce, Einstein Analytics is a separate product with additional licensing and configuration.
Where Salesforce shines
An honest comparison helps you decide right. Salesforce is the world's most mature enterprise platform and there are scenarios where it is the right choice:
Enterprise operations with hundreds of customizations, SAP/Oracle integrations, and complex deal management processes
Large sales teams that need territory management, advanced forecast, and quota management
Companies with dedicated Salesforce admins and already-configured partners who don't want to change what works
How to migrate from Salesforce to Tolky
Without losing history. Without stopping the operation.
1
Mapping
We export contacts, opportunities, and history from Salesforce and map the fields to Tolky.
2
Agent configuration
We define the SDR, Sales, and Support agents in natural language, based on your operation.
3
Integration
We connect active channels and sync the relationship history. Tolky can also integrate bidirectionally with an existing Salesforce.
4
Assisted go-live
We calibrate the agents at controlled volume and closely monitor the first days.
Frequently asked questions
Does Tolky replace Salesforce?
For operations whose center of gravity is conversational service and sales across multiple channels, yes — Tolky replaces the CRM and service layer of Salesforce with autonomous AI agents, at a fraction of the cost and implementation time. For companies with highly customized enterprise Salesforce operations, Tolky can coexist as the conversational and service layer.
Can I use Tolky and Salesforce together?
Yes. Tolky integrates bidirectionally with Salesforce: it reads contact and opportunity context and writes back the information collected by agents in conversations. Many companies keep Salesforce for enterprise deal management and use Tolky for all conversational operations.
Does Salesforce implementation really take months?
Yes. A Salesforce Sales + Service Cloud implementation with basic integrations typically takes 3 to 12 months with a certified partner, plus an implementation cost that frequently exceeds the annual license cost. Tolky goes live in days, with natural-language configuration and assisted onboarding included.
Does Tolky work well with WhatsApp?
Yes. Tolky was built with native omnichannel operations — WhatsApp, webchat, email, and Instagram — with audio automatically transcribed in Portuguese. Salesforce depends on AppExchange integrations for WhatsApp, with latency and scale limitations.
How much does it cost compared to Salesforce?
Salesforce charges per user per module (Sales Cloud, Service Cloud, and Einstein each with their own license) with additional implementation costs. The typical TCO of a mid-sized Salesforce operation exceeds R$50,000/month combining licenses, partner, and maintenance. Tolky has predictable cost by conversation volume, no per-seat cost, and onboarding included — generally a fraction of Salesforce's TCO for equivalent operations.
Your operation can be conversational starting today.
Minutes to set up. Implementation support included. Results from day one.
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