Agent orchestration
One primary agent. Specialized sub-agents.
Each conversation is handed to the agent that owns that area. Context is preserved turn by turn.
AIagentinfrastructure,runningyourbackoffice.
We design and operate the agent layer that reasons, executes and reads your operation. On top of the systems you already run.
184,592+Conversaciones gobernadas
30dDe diagnóstico a producción
3/3Capas desplegadas
Meta
Tech ProviderOur trusted network
What Xplouse is
We design the agent layer that reasons, executes and reads your operation.
Intelligent operation
An AI team inside your operation.
It runs on your systems and executes wherever your team draws the line. You decide the scope.
A central orchestrator decides which agent handles each turn. Your team stays in control.
Deep reasoning
Extended thinking
Business Intelligence
Live operation read
Context Analyzer
Persistent memory
Document Validator
Signed validation
The bottleneckThe problem isn't a lack of AI.
The problem isn't a lack of AI.
It's that your tech never adapted to your logic.
You bought tools and paid licenses. When a process changes, everything breaks. Growth ends up being headcount, not better operation.
OrchestrationChaos
Every operation has two sides. Without orchestration, chaos wins. With orchestration, order scales on its own.
01 / 04
Concentrated knowledge
When that one person leaves, the business loses the critical know-how.
Pain 0102 / 04
Scattered documents
Drive, email, WhatsApp, Excel. Searching takes longer than deciding.
Pain 0203 / 04
Invisible rework
Gaps live in the day-to-day and only surface when a client complains.
Pain 0304 / 04
Growth costs margin
More people to sustain what's there. Fewer people moving strategy.
Pain 04Three layers. One operation.
Conversational, operational and data. They join your stack without replacing what already works.
01 · Capa
Conversational
Agents that talk to your users where they already are.
Explore conversational layerWhatsApp, voice, web and email. The agent answers, qualifies and closes. When it matters, it hands off to a human without losing the thread.
- Q&A grounded in your business knowledge
- Qualified sales pipeline
- Signed certificate issuance
- Image generation for campaigns
- Inventory and system lookups
- Human hand-off when it matters
Collections, approvals, KYC, onboarding. Every decision is signed into the audit ledger. Your team rolls back any step in one click.
- Document validator (IDs, tax forms, invoices, contracts)
- End-to-end workflows
- Augmented retrieval over your knowledge base
- Orchestration of multiple coordinated agents
- Role-based permissions and tiered approvals
- Native rollback, audit on every turn
03 · Capa
Data
We structure the information that lives in your business so you can decide with it.
Explore data layerWe centralize and connect what you already have (Drive, Excel, ERPs, Google CX, Power BI). What was sleeping in folders becomes operational.
- Operational Business Intelligence
- Real-time operations analytics
- Integration with Google Cloud CX, Power BI
- Full observability of every agent decision
- Auditable reporting
- Data warehouse for your operation
Four coordinated modes. One operation.
A central orchestrator decides which mode steps in at each turn. Every mode operates with full business context, role-based permissions and signed traceability. What follows is not a demo, it is the architecture.
Assistant
A chat interface that reads your documents, cites verbatim, runs multi-step workflows and drafts and edits contracts end to end.
Workflows
Save proven prompts as reusable workflows, including checklists and change-of-control reviews. Build firm-wide templates your junior staff can run in one click.
Tabular review
Spreadsheet-style data extraction across hundreds of documents in parallel. Every cell is verifiably linked to a page and a quote, no hallucinated answers, no broken citations.
Document validation
Extraction and validation of PDFs, contracts and forms. The agent checks against signed rules and rejects what fails before it reaches a human.
Deep thinking
Extended reasoning per turn, before any action.
Use tool
Tool calls with validated schemas and verifiable output.
MCP connections
Native connection to your systems via Model Context Protocol.
RAG · contextual memory
Verbatim citation across your document base, memory per customer.
Three operations,
three applications, measurable results.
Each case connects to one of the three layers. Operations, channels, legal. The same agent changes suit depending on the front.
85%
of tickets resolved without escalating to a human
“The router classifies every request (membership, certificates, claims, collections) and hands it to the sub-agent that owns that area. The team only touches what truly needs human judgment.”
Operations Manager, Cootradecun
−70%
time in document review
“Corporate governance and obligation flows across Colombia and the U.S. Clients get traceability of the entire process, not just the final deliverable.”
Founding partner, Legalnova
+38%
recovery on past-due portfolio
“The voice agent calls, listens, offers settlements and closes them. 24/7, no team overflow. The portfolio works on its own at night and weekends.”
Head of Operations, Recu
From diagnosis to production
in 4 weeks.
No 18-month projects. Every week delivers measurable value, and an agent is already running by the second one.
Week 0 Strategic diagnosis
We map your processes, find the highest-impact points and define expected ROI. No cost, no commitment.
Week 1 Technical design
We document the agent's operating system: roles, permissions, knowledge base, integrations, decision boundaries.
Week 2 Pilot deployment
First agent in production on a single channel, monitored live. We validate metrics against real data.
Week 3–4 Scale and handoff
We expand to extra channels and areas. Your team learns the console. We close with signed audit and production SLA.
Is this like n8n, Zapier or a no-code workflow?
Different class of problem. n8n and Zapier orchestrate deterministic workflows: IF-THEN rules over predictable tasks. Xplouse operates in the probabilistic domain: each agent reasons with an LLM, carries long-context memory and role-based permissions. It handles unstructured input: a free-form message, a noisy PDF, a question without precedent. Gartner classifies the category as "agentic AI infrastructure" and projects that by 2027, 40% of mid-market operational decisions will be executed by agents. Concrete test: if your customer writes "I need my balance and a certificate to apply for a loan," does a rule solve that?
How long until it's in production?
Four weeks end to end. Week 0 diagnosis, week 1 technical design, week 2 pilot in production, weeks 3 and 4 scale.
What about my CRM, ERP or core banking?
We sit on top of what you have. We connect to CRM, ERP, core banking, Drive, whatever you run. No replacements. Every integration is documented and audit-logged.
How much does it cost?
You pay for what your agent talks about. Pilot $150 USD/month (3k conversations), Scale $550 (15k), Operate $1,300 (50k), Enterprise custom. One-time setup based on the diagnosis.
Is it SARLAFT, SFC, GDPR, LGPD compliant?
Audit ledger per turn, role-based permissions, native rollback, data residency in your jurisdiction. Compatible with SARLAFT (Colombia), SFC, LGPD (Brazil) and GDPR. Every agent action is exportable for compliance.
What happens if the agent makes a mistake?
Three lines of defense: rule-based pre-validation, human hand-off on low confidence, and native rollback of any executed action. Every turn is in the audit ledger. If something escalates you see it and revert it in one click.
Who owns the agent and the data?
You. The agent lives in your GCP or AWS account. Your data never leaves your infrastructure without permission. Your prompts and playbooks are yours. If you leave, you take everything.
Next step
Your operation needs an AI layer operated for you. Not more software.
Book a 30-minute diagnosis. We return a map of the 8 AI Readiness dimensions applied to your operation.