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Middleware & Autonomous Pipelines

  • API Integration
  • Automation
  • WhatsApp Business
  • LLM Middleware
  • Single-Flow Operations

Your business runs on multiple platforms that were never designed to speak to each other. Your CRM does not talk to your WhatsApp. Your invoicing does not update your reporting. Your leads sit in one system while your team works in another. Every gap is a manual process.

Every manual process is a bottleneck. We build the connective middleware layer that closes every gap — one unified operational flow with zero manual intervention.

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Step 1:
Systems Audit

We map every platform you currently use, every manual handoff between them, and every data gap that is costing your team time. We quantify the operational cost of your current setup.

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Step 2:
Flow Architecture

We design the complete automation architecture – every trigger, every action, every data transformation between systems. You see the entire flow before build begins.

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Step 3:
Build & Integration

We build the middleware layer using N8N, custom APIs, and LLM processing nodes – connecting every platform in your stack into one seamless pipeline.

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Step 4:
Testing & Go-Live

Every edge case tested. Every failure state handled. Full go-live with real-time monitoring so you know every flow is running exactly as engineered.

One flow. Every system. Zero manual intervention

When a lead messages your WhatsApp, your CRM should update automatically, your team should be notified instantly, and your follow-up sequence should trigger without a single human action. That is what we build. Every pipeline, every trigger, every automated response – designed with zero-friction precision.

We integrate WhatsApp Business API, LLM processing, CRM platforms, invoicing systems, reporting dashboards, and any third-party tool in your stack – connected through a single N8N workflow architecture that you can monitor, modify, and scale at any time.

What platforms can you connect?

Any platform with an API - WhatsApp Business, HubSpot, Salesforce, Zoho, Notion, Google Workspace, Slack, Stripe, Xero, and hundreds more.

What is N8N and why do you use it?

N8N is an enterprise-grade workflow automation platform. We use it because it is self-hosted (your data stays on your servers), fully customisable, and infinitely scalable - unlike Zapier or Make.

Can AI be part of the automation?

Yes. We integrate LLM nodes (GPT, Claude, Gemini) directly into workflows - for lead qualification, automated responses, data extraction, and intelligent routing.

What if a flow breaks?

Every flow has error handling and alerting built in. You are notified immediately if anything fails, with full logs showing exactly what happened and why.

Do you maintain the workflows after delivery?

We deliver full documentation and training. Ongoing maintenance packages are available if required.

  • N8N
  • WhatsApp Business API
  • GPT-4
  • REST APIs
  • Webhooks
  • PostgreSQL
  • Redis

Ready to eliminate every manual process?

Let's Talk

Enterprise Software Engineering
Bengaluru, India · UAE. UK. USA
hello@avolma.com

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PLATFORMS

Agency

Feel free to reach out if you want to collaborate with us, or simply have a chat.

Address

Thigalarapalya Main Rd, Peenya 2nd Stage, Vaddarapalya, Ragavendra Industrial Estate, Karihobanahalli, Bengaluru, Karnataka 560058

Sigma Tech Park, Whitefield, Bengaluru, Karnataka, India – 560066

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