Product

Agentic AI — custom agents that actually do the work.

We design and deploy purpose-built AI agents on the KNIME analytics platform and n8n automation engine — engineered for the specific workflows that drain your team.

The Problem

Generic AI doesn't run your business.

Off-the-shelf chatbots don't know your data, your systems, or your approval chains. Your team still copies between five tabs, chases approvals over email, and writes the same report every Monday. The work is the integration — not the model.

The Stack

Three pillars. One agentic platform.

KNIME Analytics Platform

Visual data workflows, ML pipelines, and reporting — connected to your enterprise sources.

  • Low-code data ingestion and transformation
  • Predictive models and scoring pipelines
  • Scheduled, governed analytics in production
  • Native connectors to ERP, SQL, APIs, and files
n8n Automation

Self-hosted workflow automation across 500+ apps with human-in-the-loop approvals.

  • Event-driven triggers across SaaS, email, and webhooks
  • Approval loops, branching, and retry logic
  • Private, self-hosted — your data never leaves your tenant
  • Reusable sub-workflows for common operations
Custom Agents

Bespoke LLM agents wired into your tools, policies, and operating procedures.

  • Use-case-specific prompts, tools, and guardrails
  • RAG over your documents, policies, and tickets
  • Action-taking agents with audit trail and rollback
  • Multi-agent orchestration for complex workflows
Use Cases

Built around your workflow — not the other way around.

Every engagement starts with a real workflow. We instrument it, automate the deterministic parts in n8n and KNIME, and let agents handle judgment, drafting, and routing.

Invoice & Document Intake

Parse unstructured invoices, contracts, and emails — extract, validate, route, and post to ERP.

Compliance & Policy Q&A

Agents trained on your policies answer staff questions instantly with citations and escalation.

Finance & Treasury Reporting

KNIME pipelines consolidate cash, FX, and exposure; agents draft the commentary.

Vendor & KYC Onboarding

Automated due-diligence checks, screening, document collection, and approval routing.

Internal Audit Helpers

Agents pull evidence, draft findings, and prepare audit packs from your governance system.

Customer & Ticket Triage

Classify, summarise, draft replies, and route tickets — with humans in the loop where it matters.

Why AVMC

Agents engineered, not improvised.

Fast to value

First production agent live in weeks, not quarters.

Built for your use case

Every agent designed around a real workflow you already run.

Governed by design

Audit trails, RBAC, and policy guardrails — built on our governance DNA.

Outcome-priced

We measure success in hours saved and error rates eliminated.

Have a workflow that should be running itself?

Bring us your messiest process. We'll show you what an agent stack looks like for it.

Book a Discovery Call