How SIA scaled access to trusted industry knowledge with askSIA
The security industry's standards authority turned its reference library into a site-wide AI answer layer, without giving up the rigor its members rely on.
Deep, authoritative content, and a long walk from intent to insight
SIA's website already held a deep, authoritative body of knowledge: standards, training and certifications, research reports, and industry events. The problem was never content quality. It was the distance between intent and insight. Manufacturers, integrators, consultants, and enterprise security leaders each arrive with different questions and different levels of familiarity, and finding the precise answer took time and a working knowledge of how the site was organized. First-time and non-member visitors often did not know where to begin.
A homepage beta grew into the site-wide answer layer
SIA and Rapidflare launched askSIA as a beta widget on the homepage, answering natural-language questions against SIA's own resources. Real queries drove the next two moves: askSIA's intelligence was merged into the site's native search, adding an AI overview and intent understanding on top of the results people already trusted, and then became the site-wide entry point in the primary hero banner. When event queries exposed a weakness every general model shares, surfacing outdated listings, Rapidflare shipped a chronology-aware handling layer within two months.
Faster answers for members, and a signal SIA never had before
askSIA has handled more than 9,000 AI-assisted interactions in seven months, engagement has grown roughly five-fold since early deployment, and positive user feedback rose eight-fold once AI augmented native search. Just as valuable: aggregated query patterns now show SIA where members struggle and what content is missing, driving an AI-first restructuring of high-value sections like the reports library.
Stage one: the beta that proved demand
askSIA began as a homepage widget inviting visitors to ask questions in plain language. It handled 469 queries in its first month, early proof that the demand was real. SIA and Rapidflare reviewed responses together through this phase to keep every answer aligned with SIA’s authoritative content.
One limitation surfaced early: time-sensitive questions. Like every large language model, the initial system struggled to prioritize upcoming events over past ones. Rapidflare built a chronology-aware handling layer for event queries within two months. Later benchmarking showed leading general-purpose models, including ChatGPT’s flagship release, still failing this class of question: domain-specific system design beats raw model capability.
Stage two: intelligence inside native search
Rather than replacing the search members already used, askSIA joined it. Every search now returns an AI-generated overview alongside the traditional results, with intent and context understood where keywords alone fall short. Standards, trainings, reports, and events surface even for ambiguous questions. Positive user feedback rose eight-fold after the change.
Stage three: site-wide, and a signal source
askSIA now sits in the primary hero banner as the default way into SIA’s knowledge. And at scale it runs in both directions: a discovery layer for members, and a continuous signal for SIA. Aggregated query data shows where intent goes unmet, which content is redundant, and what to write next, feeding an AI-first content strategy and concrete restructuring of sections like the reports library.
AskSIA has become my go-to for quickly getting to the information I need.
Byron Haugaboo
What’s next
SIA and Rapidflare are deepening intent understanding, refining response precision, and extending AI-assisted discovery across more content areas, so SIA’s knowledge stays structured, discoverable, and authoritative for both human and AI-driven search.
“We sought the assistance of Rapidflare to be a real partner in our agentic AI journey, one that listens to our feedback and structures AI to meet our members' needs. By leveraging their solution on top of SIA's rich informational resources, we are transforming how the security industry grows, learns, and accesses information.”