The proprietary AI layer powering every AiCX experience.
A composable engine of foundation models, small language models, retrieval, and orchestration — purpose-built for regulated, enterprise-scale customer operations.
Built for the operations that can't tolerate guesswork.
The AiCX Engine is the layer underneath everything else. It blends best-in-class foundation models with domain-tuned small language models, a retrieval layer grounded in your knowledge, and an orchestration runtime that decides — turn-by-turn — which model to call, which tool to invoke, and when to escalate to a human.
Every model call is observable, every decision is logged, and every output is grounded in your policies. That's how we deploy AI in fraud, healthcare, and federal environments without making the compliance team nervous.
What you actually get when you deploy.
Every capability ships with reference architecture, integration patterns, and a named delivery owner from the AiCX team.
Foundation Model Routing
Dynamic routing across GPT-class, Claude-class, and open-weights models based on task, cost, and latency.
Domain-Tuned SLMs
Compact, fine-tuned small language models for sensitive workloads where data residency and cost matter.
Grounded Retrieval
Hybrid retrieval over your policies, knowledge bases, and CRM with source citations on every answer.
Tool & API Orchestration
Function calling, structured tool use, and stateful workflows across CRM, billing, ticketing, and telephony.
Guardrails & Policy
Compile-time and runtime guardrails, PII redaction, and per-deployment policy packs.
Observability
Full traces, evals, drift detection, and human-in-the-loop review pipelines.
Questions enterprise teams ask first.
Do you train on our data?+
No. Customer data is never used to train shared models. SLMs are fine-tuned per-tenant on isolated infrastructure.
Which foundation models do you support?+
We integrate with the major commercial providers and leading open-weights models, with deployment options across your cloud or ours.
How do you handle hallucinations?+
Grounded retrieval with source citations, structured outputs validated by JSON schemas, and per-domain evals running continuously in production.
Explore other layers of AiCX
Intelligent CX Platform
AI agents, agent assist, IVR, and orchestration — the operating system for modern customer experience.
BPM Intelligence
Document AI, workflow automation, and human-in-the-loop oversight for high-stakes back-office operations.
RCM Intelligence Suite
Eligibility, claims, denials, and compliant collections — one AI-driven revenue cycle program.
Ready to deploy AI Engine?
Book a strategy call. We'll map your top use cases to a deployable plan and a measurable 90-day outcome.