AI Automation
Automate the work, not just the reporting about it.
15 → 2
Team size reduction
n8n + LangGraph
Orchestration stack
Tally-native
ERP integration
The Problem
Most automation tools automate the form, not the function
Zapier and Make.com automate data copying between APIs. They cannot handle conditional logic, multi-step reasoning, or processes that require judgment. Most enterprise workflows fall into this gap: too complex for simple automation, not complex enough to justify custom software.
Our Approach
Stateful agent graphs + workflow orchestration for real enterprise processes
- ◆LangGraph for stateful agent graphs — handles complex multi-step processes with memory and branching
- ◆n8n self-hosted for workflow orchestration — no Zapier dependency, your workflows on your server
- ◆MCP server development with safety gates — controlled AI tool use with audit trails
- ◆Tally ETL pipelines — extract, transform, and load accounting data for Indian SME workflows
- ◆Internal proof: 15-person accounting and HR team reduced to 2 through workflow automation
- ◆Pydantic models for all data validation — structured outputs from LLMs enforced at runtime
Production Proof
| Metric | Before | After |
|---|---|---|
| Internal team size | 15 people | 2 people — same throughput |
| Automation approach | Zapier/Make — limited logic | LangGraph — stateful, conditional |
| Deployment | Third-party cloud (Zapier) | Self-hosted n8n on your servers |
| ERP integration | Manual Tally export/import | Automated ETL pipeline |
| Process documentation | Tribal knowledge | Codified in workflow graphs |
Tech Stack
LangGraphn8n (self-hosted)PydanticFastAPIPostgreSQLRedisPython
Deployment Options
- ◆ Self-hosted n8n — your workflows on your server, no vendor lock-in
- ◆ On-premise — full stack including LangGraph agents on your hardware
- ◆ Managed — we operate n8n and agents, you own the workflow definitions
Frequently Asked Questions
Related Services
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30-minute call. We review your current state and share relevant production examples.
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