Prism

Revealing hidden spectrums.

PiSrc Prism is a company-aware chatbot solution that  understands your site, your products, your solutions. It ingests sitemaps and can integrate with enterprise systems and internal knowledge bases to deliver bespoke answers to customer questions. We leverage modern LLM AI customized to your unique brand voice to deliver one-on-one service to users. Prism uses a context-aware analyzer that routes queries to the correct enterprise data sources based on user intent. We work with you to also set guardrails to make sure information is delivered safely and consistent with your business needs. Prism delivers multilingual experiences, adapting search, tone, and guardrails to each locale—on-brand and compliant in multiple languages. We offer an out-of-the-box solution optimized for AEM and ElasticSearch, or customizable enterprise solutions that support alternate enterprise architectures and business requirements.

Context-Aware Analzyer

Meet PiSrc Prism

Prism grants access to your entire enterprise knowledge base—website, product data, knowledge articles, FAQs, legacy datasources, security advisories, etc. It analyzes intent, routes queries to authoritative sources, and returns clear, cited answers. Customers stay informed and enabled to make the best decisions. Prism uses a unified index across pages, assets, PDFs, and databases—so search and chat always answer from the same source of truth.
How it works

From Query to Answer

Map. Prism ingests everything you already have—sitemaps, pages, KB articles, FAQs, product catalogs, legacy datasources, and external DB/API feeds—and normalizes it into a single unified content index. The index holds both relational data and vectorized content, each clearly labeled so it can be retrieved and cited accurately.
Route. When someone asks a question, Prism uses intent-based routing to determine what they mean, then sends the query to the right source—product data, site pages, KB, FAQs, or advisories. Routing respects permissions, locales, and freshness so only the correct material is considered..
Answer. Routed content flows into Prism’s RAG layer, which assembles an on-brand, citation-backed answer. Every reply includes deep links to the exact source and follows your tone, structured output, and guardrail rules—no guessing, no off-brand responses.
Improve. Prism’s analytics layer captures clicks, feedback, and usage patterns. These signals refine routing, boosts, synonyms, and templates over time, making results more accurate and more aligned with your policies without changing your underlying systems.
Capabilities

Features at a Glance

AI Chatbot

On-brand answers with citations and guardrails

A brand-voice chatbot that stays grounded. Prism uses RAG to route every question to authoritative enterprise sources, then answers with citations and deep links. You control the tone, style, and safety boundaries—allowed topics, fallback behavior, redaction, escalation—so every reply stays compliant and on-brand.

AI Recommendations

Context-aware next steps
with deep links
Prism recommends the next best action from user context—mixing rules, embeddings, and behavior—to surface on-brand suggestions with deep links and citations. Permissions, locale, and guardrails are enforced; data experiments and analytics keep rankings improving.

Multilingual Support

From local dialects to global scale

Prism supports customers in every market with accurate, on-brand answers in any language. Locale-aware search and routing adapt to regional terminology, industry vocabulary, and dialects while preserving brand voice. Built-in guardrails maintain compliance across jurisdictions, roles, and data-sensitivity levels.

Structured Answers

Template-perfect, streaming output

Prism produces structured, on-brand answers that snap cleanly into your UI. Define templates—tables, checklists, JSON blocks—and Prism fills them with cited facts, required fields, and guardrails. The result is consistent, reusable output your teams can trust and your pages can render without cleanup.

Analytics & Optimization

Measure, learn, improve

Prism includes a full analytics layer so you can see what’s working—and why. Track click-through rate, intents, and trending pages or documents by product, locale, or audience. Drill into guardrail triggers, redactions, and escalations to refine policy over time. Test prompts, templates, ranking weights, and recommendations; capture thumbs-up/down and comments to surface content gaps and prioritize fixes.

Summarization

Long story, short—and cited.

Prism converts long pages into tight, on-brand briefs—grounded with citations and deep links. It can compare products side-by-side, highlighting specs, pros/cons, and what changed so trade-offs are clear. For broader topics, Prism produces clean overviews with key points, risks, and suggested next steps. Outputs stay structured (tables, bullets, exec summaries) and always trace back to approved content.

Privacy & Control

Secure by design

Prism sanitizes inputs at the edge—masking PII and applying deny-lists and detectors—before any storage or model call. Retrieval is permission-aware, and every answer follows your guardrails for topics, tone, and redaction. Dashboards track tokens, cost, and latency, with audit logs showing exactly which prompts and sources were used.

Audio & Speech

Voice in, insight out.

Prism offers natural Text-to-Speech with per-language and per-locale voices. For Speech-to-Text, use push-to-talk or auto-detect with live partials, accurate punctuation, and multilingual recognition. Built-in accessibility includes captions, transcripts, and keyboard controls aligned with WCAG guidance.

Platforms

AEM & Elastic Optimized and Beyond*

Prism connects to AEM and ElasticSearch for fast, precise, low-latency results. It indexes pages, fragments, assets, and metadata with language-aware analyzers, blends keyword (BM25) with vector/semantic search, and returns stable IDs with deep links for trustworthy citations. Filters, facets, and per-section boosts align results to your site structure. PDF pipelines and field-/tenant-level security keep everything accurate and safe.

Core Indexing

  • AEM-aware indexing: pages, fragments, assets, metadata; custom analyzers (language, stemming, synonyms).
  • Hybrid retrieval: keyword + vector/semantic blending with pinning/demotion when needed.
  • Structure-aligned ranking: filters, facets, and section-level boosts that mirror how your site is organized.
  • Trustworthy citations: every result returns a stable ID and deep link.

Realtime Delivery

  • Real-time mode: make updates immediately available for high-priority pages and campaigns.
  • Priority queues: fast-track critical sections while the full pipeline catches up.

Crawler & Data Pipelines

  • Elastic-native crawling: works out of the box; extend with custom parsers, sitemaps, and recrawl rules.
  • Scheduled data syncs: continuously validate freshness and keep AEM, databases, shared drives, and APIs aligned.
  • Custom data connectors: integrate databases, PDFs, Word docs, and spreadsheets.
  • Robust PDF/text pipelines: extract, clean, and structure content for high-quality indexing.
  • Data-aware profiling: analyze structure, metadata, and semantic signals to optimize context engineering.

Flexible by Design

  • One brain for search + chat: a single source of truth powering both experiences.
  • AEM-optimized. Elastic-native.
  • Stack-agnostic: connect additional sources and backends as your architecture evolves.
Plans & Pricing

Start simple. Scale when ready.

Quickstart

Simple Sitemap-Aware ChatBot
$99/month
  • Drop in your sitemap → Prism auto-builds your index
  • No engineering required
  • Works with any website or CMS
  • Fast setup, minimal configuration
  • Low-risk onboarding
  • Multilingual included
Get Quickstart

Enterprise

Custom Solution For Scale & Control
Custom
  • All Quickstart features + deeper tuning
  • Full ElasticSearch + hybrid search integration
  • Structured ingestion: APIs, PDFs, databases, etc.
  • Fine-tuning, guardrails, and policy controls
  • Dedicated deployment, optimization, and support
  • Stack-agnostic: AEM, headless CMS, custom sites
Get in Touch