Enterprise AI & Agentic AI
What is an AI systems integrator?
An AI systems integrator designs, builds, integrates and operates AI inside an existing enterprise estate rather than selling a product. The work spans strategy, platform selection, data and retrieval plumbing, integration with core systems, evaluation, governance and the run state. Pronix.ai is a specialized AI and CX systems integrator working across Enterprise AI, Contact Center AI and AI Business Automation.
Last reviewed 2026-08-31 · pronix.ai
Key takeaways
- Integration is the majority of the workMost enterprise AI effort lands in retrieval, integration and evaluation rather than model choice. That is why an integrator — not a model vendor — owns the outcome.
- Platform-independent by designPronix delivers on AWS, Microsoft Azure, Google Cloud, Salesforce, Amazon Connect, Genesys Cloud, Five9 and Kore.ai, so the recommendation follows the workload rather than one vendor roadmap.
- Advise, implement, runEngagements move from strategy and pilots to production outcomes, with managed services keeping quality, cost and drift under control after go-live.
What the numbers show
First-party figures from Pronix research. Each links to the report or playbook that publishes it.
- 31%
- Retrieval, integration and evaluation infrastructure is now the single largest line in the enterprise AI budget at roughly 31% of spend.Source: State of Agentic AI in the Enterprise 2026 →
- 22%
- Foundation models and inference now absorb roughly 22% of enterprise AI budgets, down from about 38% in 2024. The money moved to retrieval, integration, evaluation and the people who tune them.Source: State of Agentic AI in the Enterprise 2026 →
- 24%
- Engineering and product talent absorbs about 24% of enterprise AI spend — more than the models themselves.Source: State of Agentic AI in the Enterprise 2026 →
External references
- NIST — AI Risk Management Framework (AI RMF 1.0) (2023)The govern / map / measure / manage structure Pronix uses to organise AI controls.
- ISO/IEC — ISO/IEC 42001 — AI management systems (2023)The certifiable management-system standard enterprise procurement increasingly asks about.