AI-led integrations: A faster alternative to iPaaS for legacy systems(isoform.ai)
isoform.ai
AI-led integrations: A faster alternative to iPaaS for legacy systems
https://isoform.ai/blog/ai-led-integration-fastest-ebitda-lever-for-private-equity
2 comments
iPaaS helps until you hit the first piece of non-standard logic, and then everything falls back to manual engineering. That’s exactly the kind of repetitive, structure-heavy work AI seems unusually good at understanding. AI-led integrations might become one of a trendy applications inside enterprises and SIs soon
Yeah, but the catch is that generic models don’t get you there. They’re great at the pattern stuff. But in practice they hallucinate edge cases, miss domain-specific rules, etc. For AI-led integrations to actually, you need a much tighter setup: models constrained inside an SDLC, access to real schemas and codebases, a feedback loop from actual systems, and guardrails that force deterministic behavior. Basically: AI that behaves more like a compiler than a chat interface. Without that structure, you just end up generating the same brittle glue code faster. Check out the tool that Isoform.ai has made - SDLC-driven AI coding platform. https://yansu.isoform.ai/