ConaiSoft · Service
Add AI to existing software
You almost never need a greenfield rebuild to get AI value. We pick one high-leverage workflow, connect data and APIs with clear permissions, and measure ROI before scaling.
Pick the workflow first, not the model
Starting with a vendor or LLM often ends in an impressive demo with no operational owner. We start with the workflow.
- Internal search (policies, proposals, specs) with permissions
- Draft generation from structured forms with human review
- Ticket or lead classification and routing
- Extraction from PDFs/emails into your system of record
Integrate via APIs — no full rewrite
Integration layer, staging for quality, ownership of prompts/logs, and human-in-the-loop where stakes are high.
- Data access clean enough for the use case
- API / webhook contracts into your current software
- RAG or agents scoped to the chosen workflow
- Staging evaluation before production
Different from the Automatiza IA workshop
If you want a hands-on n8n + OpenAI workshop, use Automatiza IA. This page is the B2B service for AI integration into product or internal systems.
FAQ
Do I need to rewrite my software to add AI?
Usually no. Start with one high-impact workflow, clean-enough data access, and an API or integration layer — then expand.
Do you work with APIs and legacy systems?
Yes. Most real projects are connectors, permissions, and data quality — not a model from scratch.
Is this the same as Automatiza IA?
No. Automatiza IA is a workshop. Here we integrate AI into your software or internal stack with clear architecture and ownership.
Want AI on the system you already run?
We identify the first ROI workflow and the integration path — without a rewrite.
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