CRM, agentic technology and data platforms for enterprises operating at high complexity. Depth forged inside Brazil's largest financial institutions.
Enterprises that trust our results
For each pattern, an execution path with scope, timeline and success criteria defined before the first sprint.
Salesforce misaligned with your processes, low sales adoption, duplicate data and an operation still leaning on spreadsheets.
Re-implement without starting from scratch →Expensive POCs with no business metric, fragile data infrastructure, no criteria to industrialize.
From GenAI straight to production →Understaffed squads, dependence on a few individuals, high vendor turnover. Roadmap frozen.
Certified people available in 15 days →Legacy systems that block integrations, rising maintenance cost, time-to-market beyond acceptable.
Modernization without a big bang →We recommend what solves the problem, not what we have to sell. The capabilities below run in clients today — not roadmap.
Implementation, modernization and integration of CRM in highly regulated environments with complex architecture. Focused on revenue, efficiency and real adoption.
Re-implementation without starting from scratch, diagnostic before a single line of code.Learn moreSquads where agents are part of the development team, with a human in the loop. GenAI with architecture, data and integration ready for day-to-day operation.
4 of 6 stages of our own product development already run by agents.Learn moreData architecture, governance and pipelines that make generative AI and agents viable in production. Without that foundation, the rest becomes an expensive POC.
Data engineering that talks to CRM, contact center and the agentic layer.Learn moreCloud contact center and omnichannel messaging integrated with the CRM. A unified view of the customer — WhatsApp, voice, email, SMS, push.
Multichannel orchestration without fragmenting the journey or the data.Learn moreWhen the depth of the problem goes beyond what the platform solves, we build. Two products in production today.
XCL's multichannel Gen AI solution. Real-time sentiment analysis, data and CRM integration to drive actionable steps during every interaction — not a report afterward.
From analysis to action, within the same conversation cycle.Learn moreOmnichannel, multi-provider messaging platform with a unified channel interface integrated with the CRM. Scalable, with new features shipping to production every month.
High customization and unified data without rebuilding the ecosystem.Learn moreAI and automation platform for technical recruiting — it finds, enriches and ranks candidates end to end, with a human at the decision point.
From search to outreach in a single pipeline: more reach and screening per recruiter.Learn moreEvery case is a relationship measured in years — not a one-off project. It's what happens when the choice is density, not volume.
The buying decision speaks directly with whoever delivers — not with a layer of management between you and the problem.
A Brazilian boutique for CRM, data and Gen AI, with DNA in the financial market. We don't deliver a tool — we deliver the result it promises.
Profiles that have operated inside Itaú Unibanco, BTG Pactual, Banco Mercantil, Sicredi, Cresol, EQI and Agibank. We know compliance, latency and regulation — with no learning curve to reach production.
tools don't deliver. we do.
A single point of entry and an execution model defined before the first sprint.
A paid, short and objective engagement: we map the problem, scope and success criteria before any execution.
After the diagnostic, delivery runs on a fixed price per scope or tied to outcome — agreed before we start.
A multidisciplinary team with humans and agents in the loop, a biweekly rhythm with a demo and review each cycle.
A few large clients at a time — depth, not volume. Relationships measured in years.
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