Do I need to write code to route signals?

No. Native integrations and rules cover most cases out of the box, and webhooks plus MCP are available when you want to build something custom.

Can my AI agents read this data?

Yes. Resonaa exposes structured customer understanding over MCP, so Claude, ChatGPT, Cursor, and custom agents can query it with governed access.

GTM Engineering

Stop gluing tools together, wire your revenue engine

Every call, ticket, and message becomes a clean, structured signal you can route, enrich, and act on — across your CRM, CDP, warehouse, and AI agents, without brittle scripts.

Connect

Pipe every signal into your stack

Extracted intent, objections, and sentiment sync to HubSpot, Segment, Snowflake, and more — live, governed, and schema-stable.

CRM sync
CDP & warehouse
Native + webhook
No brittle scripts

Enrich

Enrich records the moment they land

Sparse contacts become complete profiles — company, industry, size, and region added automatically from public sources.

Auto firmographics
Public-source enrichment
Dedupe & normalize
Confidence scoring

Automate

Expose understanding to any AI agent

One MCP endpoint gives Claude, ChatGPT, and Cursor governed access to your structured customer understanding.

One MCP endpoint
Any agent
Governed access
Build custom tools

One platform

Powered by the full Resonaa platform

Every solution runs on Resonaa's complete conversation intelligence stack.

Calls & Contact Centers

Full transcription, multi-speaker, objection & need detection, sentiment, and call scoring at scale.

Tickets & Conversations

Automatic classification, sub-ticket extraction, root cause, and repeat issue detection across all channels.

WhatsApp & Messaging

Structured business conversations with full context and AI analysis.

Social Listening & Inbox

Brand mentions, comments, DMs, and reviews from 15+ platforms in one unified view.

Full CRM + Custom Objects

Auto-create and enrich records, segments, lead scoring, and deep customer context.

CDP & Data Platform Sync

Sync clean, structured customer understanding into Braze, Customer.io, and your warehouse.

Automation & Workflows

Trigger workflows, create records, notify teams, and close the loop from any conversation.

MCP & AI Agents

Expose structured customer understanding to Claude, ChatGPT, Cursor, Slack, and custom agents.

Resonaa Sort & Reasoning

AI classification engine + deep insight extraction and automated reporting.

AI Copilot

Real-time assistance during calls with knowledge, context, and suggested responses.

Advanced Analytics

Executive dashboards, trend velocity, competitive benchmarks, and custom reporting.

Presentation AI

Automatically turn conversations and themes into stakeholder-ready presentations.

Use cases

GTM engineers use Resonaa to

Build the revenue engine, not the plumbing.

Auto-populate the CRM

Push structured intent, objections, and firmographics into every record without manual entry.

Power the CDP & warehouse

Feed clean, real-time customer signals into Braze, Customer.io, Segment, and Snowflake.

Build closed-loop automations

Trigger workflows the moment a signal fires — routing, alerts, tasks, and enrichment.

Ship internal AI agents

Give agents governed access to customer understanding over MCP.

Replace brittle scripts

Retire one-off parsers and Zap chains with one durable signal layer.

40+

native integrations + MCP for any AI agent

from conversation to structured, routable signal

FAQ

Frequently asked questions

CDPs and reverse-ETL tools move data you already have. Resonaa creates new structured data from unstructured conversations — then routes it through your existing CDP, warehouse, and CRM.

Get started with GTM Engineering

Leading teams power their customer intelligence with Resonaa — connect your channels and see value in the first week.