Occam launches AI-assisted discovery for contact centers

Occam says its new AI-Assisted Discovery tool can map how contact centers actually behave in production by placing live calls into IVR and IVA systems. The launch comes as companies push harder on AI and customer experience changes, raising the cost of relying on outdated documentation.

Why it matters: - Contact centers are changing faster than static diagrams, configuration exports and tribal knowledge can keep up. - Production-accurate discovery can reduce risk for migrations, releases, AI rollouts and customer experience updates. - Occam positions the tool as a way to replace assumptions with live operational truth.

What happened: - Occam introduced AI-Assisted Discovery earlier this year. - The solution automatically discovers and documents how contact centers behave in production. - The product uses live calls to explore an organization’s IVR and IVA environment the same way customers do. - The announcement says the tool is now the intelligence layer behind the Razor platform.

The details: - The system navigates prompts, menus, routing decisions and AI interactions inside the live environment. - It automatically builds customer journey maps, call flows, transcripts and discovery documentation. - Occam says the output reflects the environment as it exists today, not how it was designed to work. - The tool validates customer experience in the live production environment rather than only analyzing configuration files or platform metadata. - It can uncover dynamic routing decisions, integrations and customer journeys that configuration-based discovery may miss. - Occam says the approach can reduce manual discovery from days to minutes. - The company lists benefits including visual journey maps, live IVR and IVA call flows, call transcripts and audio recordings. - The product also aims to uncover undocumented routing changes and dependencies. - Occam says the tool can improve testing, release confidence, operational visibility and continuous CX assurance. - The company says organizations can use the baseline to test, monitor, validate, optimize and introduce change with more confidence.

Between the lines: - The launch reflects a broader shift from one-time documentation projects to continuous operational visibility. - The product is aimed at organizations that are modernizing customer experiences while deploying more AI into live service environments. - Adrian Coppin, Occam’s chief commercial officer, said traditional documentation has not kept pace with the speed of change inside contact centers. - Coppin said organizations cannot afford to base AI initiatives, migrations or operational decisions on outdated diagrams or assumptions. - Coppin also said the launch has drawn strong interest from organizations looking for a faster and more accurate way to understand production environments.

What's next: - Occam is encouraging organizations to schedule a live discovery session through the company’s website. - The company says AI-Assisted Discovery will help contact centers adapt continuously as AI reshapes customer engagement. - Broader adoption will likely hinge on whether teams see enough value in replacing manual discovery work with live, automated validation.

The bottom line: - Occam is betting that contact centers need live, production-based discovery, not static documentation, to support AI-era operations.