# PYRAMYD Product Graph — Full Reference **252K+** branded enterprise-software products **2.4M+** aggregated reviews across 200+ public sources **2,606** software categories (Market → Functional → Product) **163** sub-industries across 11 GICS-aligned sectors **249** country markets with regulatory + demand signal **4,329** personas across 28 modules, 173 functions, 478 areas **1K+** live signal sources (vendor sites, reviews, jobs, funding) **88** universal node types — the typed entity schema **200+** pre-built connectors across CRM, sales enablement, AI **32** modules generally available **10** enrichment field groups per node (overview → pulse) **1,554** foreign-key constraints stitching the graph together **21** APEX specialist agents **~165** graph-grounded APEX tools **270+** out-of-the-box templates · 7 Studio tabs × 10 business functions **Weekly** platform-wide refresh cadence (user-triggered realtime available) **3.08×** freshness advantage vs. legacy CI tools (60-90 day staleness) --- ## The 10 field groups (canonical order) Every taxonomy node (product, category, industry, country, persona) carries the same 10 enrichment field groups. Same shape across taxonomies = one mental model for analysts. Tab order matches the order the platform itself uses: 1. **Overview** — Identity, descriptions, definitions, brand, names — what this entity IS. 2. **Demand** — Buyers, personas, GTM motion, customer evidence — who buys/uses and why. 3. **Market** — Market sizing, presence, footprint, distribution — where this entity sits. 4. **Landscape** — Competitors, leaders, alternatives, adjacent entities — competitive and peer view. 5. **Trends** — Forward direction, AI disruption, automation, roadmap — where this is heading. 6. **Operations** — Implementation, support, infrastructure, day-to-day — how this gets done. 7. **Compliance** — Regulatory posture, certifications, standards, pitfalls, risks — compliance and risk profile. 8. **Economics** — Pricing, spend, revenue, funding, ROI, contracts — the financial picture. 9. **Capabilities** — Features, integrations, requirements, tech stack — what this entity can do. 10. **Pulse** — KPIs, scores, signals, news, recent activity — measurable indicators and live signals. --- ## The 10 business functions covered by templates PYRAMYD ships 270+ day-one templates across 7 Studio tabs × 10 business functions: - **Product Development** — Engineering, dev practices, release trains — the build side of product. - **Product Management & Strategy** — Roadmap, prioritization, OKRs, market intel — the strategy side of product. - **Product Marketing** — Positioning, launches, messaging — the GTM side of product. - **Product Quality** — QA programs, defect tracking, regression coverage — release-blocking issues out of the codebase. - **Sales** — Pipeline, opportunity mechanics, deal-stage acceleration — the revenue side. - **Customer Success** — Adoption, renewal, expansion — the retention side. - **Customer Support** — Ticket triage, SLAs, deflection — the resolution side. - **Marketing** — Demand generation, content, campaigns — the awareness side. - **Finance & RevOps** — Forecasting, plan-vs-actuals, cost governance — the financial side of revenue. - **Competitive Intelligence** — Battle cards, deal tips, market deltas — the win-rate side. --- ## All modules (40) ### Studio Dashboards (GA) Group: Studio Dashboard authoring with real-time collaboration, AI command bar, multi-page layouts, and public embedding Studio Dashboard is the dashboard authoring and consumption surface. It provides a drag-and-drop canvas, 20 widget types covering charts (column, bar, line, area, pie, bubble, funnel, radar), grids and tables, gauges and KPI value tiles, text, image, filter widgets, geographic maps, and custom widgets such as heatmap, treemap, waterfall, and histogram. Real-time co-editing with field-grained conflict resolution. An AI command bar with 16 tools for natural-language editing. Multi-page layouts, public iframe embedding, and 9 export formats. State persists with optimistic concurrency and snapshot rollback. Learn more: https://www.pyramyd.ai/solutions/studio-dashboard ### Studio Canvases (GA) Group: Studio Visual graph canvas for whiteboarding, exploration, and free-form authoring of Product Graph data Studio Canvas is the visual graph authoring surface inside the PYRAMYD workspace. Free-form canvases assemble nodes from the 88 universal node types (Entities, Products, Revenue, Operations, Systems, Documents, People, Places, Events, Concepts), wire them with typed relationships, and apply real-time layout algorithms (Force, Tree, Radial, Circle, Layered, Manual). Canvases persist with denormalized health and topology stats, support real-time co-editing with presence, ship 30 facilitation templates across 10 business domains, and expose ~200 controls plus ~100 graph utilities for edge bundling, centrality, pathfinding, alignment, schema validation, AI generation, snapshots, presentation mode, embeds, and accessibility audits. Learn more: https://www.pyramyd.ai/solutions/studio-canvas ### Studio Explorer (GA) Group: Studio The default landing surface. Universal navigation across every node in the graph with type-aware filtering, search, and bookmark-able views Studio Explorer is the home tab of the PYRAMYD workspace. It surfaces every node in the graph through a single, type-aware navigation surface — vendors, products, categories, reviews, signals, personas, contacts, accounts, and the other 80+ node types. Per-node filters expose the three principal filter values for that type. Saved views, sharable across the workspace, persist filter + sort + column state. Bulk actions trigger via the Smart Action menu. Cross-node joins surface inline so a vendor row shows its products, reviews, and signals in context without leaving the page. Learn more: https://www.pyramyd.ai/solutions/studio-explorer ### Studio Sheets (GA) Group: Studio Spreadsheet authoring with 88-node data binding, six external connectors, and AI-driven dialogs Studio Sheets is the spreadsheet authoring surface inside the PYRAMYD workspace. It ships a multi-tab workbook UI, binds any sheet to one of 88 universal node types, supports six bidirectional external connectors, and exposes AI-driven dialogs across cleaning, enrichment, generation, and analysis. Capability groups include workbook and sheet management, data-source binding, column and cell editing, formulas and calculated columns, validation and data quality, conditional formatting, integrated charts, pivot and aggregation, alternate views, real-time co-editing, threaded comments, sharing and permissions, snapshots and time travel, saved views, watch lists, webhooks, theming and localization, keyboard and macros, command palette, print and presentation, sticky notes, approvals, trash and recovery, favorites, numeric and date formats, cross-sheet references, state persistence, connector source tracking, telemetry, and error recovery. Learn more: https://www.pyramyd.ai/solutions/studio-sheets ### Studio Documents (GA) Group: Studio Collaborative document authoring with multi-page support, AI editor extensions, six import/export formats, real-time co-editing, and full version history Studio Documents is the long-form authoring surface inside the PYRAMYD workspace. It pairs a familiar block-based editor with 170+ block, mark, and behavior extensions, 450+ AI editor extensions, and multi-page documents — so a single file can hold many ordered pages. A left-side Pages Navigator handles drag-to-reorder, rename, duplicate, insert, and delete. A 17-section floating toolbar covers all standard formatting plus headings, alignment, fonts, sizes, colors, code blocks, and the AI menu. Real-time co-editing with awareness presence and remote cursors. Comments with threads and reactions. Snapshots, tracked changes, doc history, and doc compare. Import and export across six formats (PDF export-only, DOCX, external cloud word processor, external note-taking service, external layout word processor, and the PYRAMYD-native SmartDoc format). Provenance fields on every imported or exported doc. A slash-command menu, a global ⌘K palette that auto-registers every AI extension, an inline AI command bar, AI Insights / AI Study / AI Chat side panels, and accessibility controls including reading-level toggle, focus mode, and screen-reader-friendly markup. Learn more: https://www.pyramyd.ai/solutions/studio-documents ### Studio Slides (GA) Group: Studio Authors, presents, imports, exports, and AI-generates slide decks on a single canvas-based stage Studio Slides is the presentation authoring and consumption module. A canvas-based stage hosts fifteen block types and fifteen shape kinds with an inline rich-text overlay, a layers panel, animations, master layouts, and a brand kit. AI deck generation across six tones and three verbosity modes. Import from external presentation formats. Export to PPTX, PDF, Markdown, and HTML. Six workspace modes. State persists through a REST API and a co-editing document for live multi-user authoring. Learn more: https://www.pyramyd.ai/solutions/studio-slides ### Studio Schemas (GA) Group: Studio Live database-schema explorer with AI-assisted documentation, lint rules, snapshot history, and a 15-format codegen Studio Schema is the live schema explorer inside the PYRAMYD workspace. It introspects the production database on demand and renders every table as a graph node with primary-key, foreign-key, and unique badges, cardinality glyphs, and category colors. The canvas supports ten-plus layout algorithms, free-text and category and focus-hop filters, a deep-link share URL scheme, presence and live cursors, and an embed mode. On top of the canvas it stacks 26 capabilities including a rule-driven lint engine with eight built-in plus four team-convention rules and a server-backed fix queue, a thousand-row read-only SQL runner with plan-tree rendering and saved templates, six AI tools for categorization, natural-language-to-SQL, suggestions, table-doc drafting, slow-query explanation, and auto-foreign-key detection, a fifteen-format codegen, a drag-and-drop SQL/DBML importer with six starter templates, a docs editor and zipped docs-site export, a conservative ADD-only migration generator, an FK cycle breaker, a per-column profiler, slow-query and connection-pool dashboards, and an extras explorer for views, functions, triggers, policies, extensions, roles, and grants. Persistence spans five server tables. Four scheduled CI workflows handle per-commit snapshot capture, daily digest emails, scheduled docs and SCHEMA.md regeneration, and pull-request drift checks. Eight APEX skills make the entire surface natural-language-addressable. Learn more: https://www.pyramyd.ai/solutions/studio-schema ### Studio Agents (GA) Group: Studio Visual, low-code workspace for building, testing, versioning, and deploying AI agent flows on top of Product Graph data, models, and integrations Studio Agents is the no-code agent and workflow builder inside the PYRAMYD workspace. Compose AI flows on a drag-and-drop canvas — then run them as APIs, chat embeds, webhooks, MCP servers, or scheduled jobs. A palette of ~80 universal node types covers LLM steps, retrievers, vector search, document loaders, integration actions across 70+ business apps, control-flow primitives, custom code, voice/image/moderation, sub-agent calls, and human-in-the-loop approvals. Every run is fully traced — spans, costs, tokens, errors — and every flow has version history, evaluation datasets, and secure credential storage encrypted by your cloud provider's key-management service. Learn more: https://www.pyramyd.ai/solutions/studio-agents ### Studio Models (GA) Group: Studio Authors, trains, evaluates, scores, deploys, and monitors machine-learning models across pluggable execution backends Studio Models is the model authoring and lifecycle module that trains, tunes, interprets, scores, deploys, and monitors machine-learning models against pluggable execution backends. It groups capabilities for tabular AutoML, automated deep learning, document intelligence, retrieval-augmented chat, language-model fine-tuning, foundation predictions, and model operations — alongside graph-native flows for setup wizards, conversational copilot bridging, real-time co-editing, workspace persistence, and a reference for which graph node every model field maps to. Model state, deployments, predictions, evaluations, alert rules, experiments, and runs persist in tenant-isolated graph storage. Learn more: https://www.pyramyd.ai/solutions/studio-models ### APEX (GA) Group: APEX PYRAMYD's enterprise AI copilot. One assistant, present on every screen, with citation-grounded answers and the ability to take action across the workspace. APEX is the always-on copilot that lives inside every PYRAMYD surface. Ask a question in plain English on any page — a category 360, a battle card, an RFP draft, a dashboard — and APEX answers from the live Product Graph with citations you can click. It also acts: create a battle card, draft an RFP response, update a portfolio entry, navigate to a vendor's page, or kick off a workflow, all from chat. APEX is purpose-built for enterprise software intelligence, so it ships with deep specialists for competitive intel, product ops, sales enablement, and RFX rather than generic tool-calling. It is LLM-agnostic — customers can route APEX to the foundation model of their choice without losing tools, memory, or grounding. Learn more: https://www.pyramyd.ai/solutions/apex ### Battlecards (GA) Group: Battlecards AI-authored, data-grounded competitive battle cards with rewrite, distribution, and impact analytics Battlecards generates narrative, evidence-grounded comparisons between two products, companies, or categories — and distributes them everywhere your sellers and customer-facing teams work. The generator streams a battle card section by section, pulling from your live competitive graph: reviews, news, scrapes, pricing changes, and six review-insight extractors. The detail view supports per-section AI rewrite, inline editing, role-based variants, and impact telemetry that ties battle-card views back to closed deals in your CRM. Learn more: https://www.pyramyd.ai/solutions/battlecards ### AI Interview Studio (GA) Group: Customer Intelligence Voice-native AI interviews with customers, prospects, and reps. Live transcripts, scoring, and skills assessment captured directly into the graph AI Interview Studio runs structured, AI-led voice and chat interviews against any audience: customers for win-loss analysis, prospects for buyer-research, reps for sales coaching, candidates for hiring assessment. The interviewer agent follows a configurable scoring rubric, captures a full conversation timeline with mic-level monitoring, and produces analyzed transcripts with sentiment, theme, and competency scoring. Every interview attaches to the graph — to the contact, account, opportunity, or product it concerns — so the insights flow into Customer 360, Battlecards, ICP scoring, and quarterly readouts without any manual re-entry. Learn more: https://www.pyramyd.ai/solutions/ai-interview ### Segments (GA) Group: Customer Intelligence Dynamic audiences across accounts, contacts, products, and reviews — authored in plain English and operationalized everywhere Segments turns the live Product Graph into reusable audiences. A rule-AST engine lets analysts compose audience definitions ("enterprise champions with 4+ stars in the last 90 days who use Salesforce") through a visual builder OR through plain-English prompts handled by the Segment Architect agent. Each segment is a first-class entity with members, rules, insights, relationships, usage analytics, and full edit history. Pre-built segment templates cover Sales, Customer, Product, Marketing, and Operations use-cases so teams ship value the first week. Learn more: https://www.pyramyd.ai/solutions/segments ### ICP Builder (GA) Group: Customer Intelligence Build, score, and activate Ideal Customer Profiles against the live graph. Persistable weights, scored accounts, and lookalikes ICP Builder turns the abstract concept of an Ideal Customer Profile into a concrete, scored, activatable cohort. Define the scope through taxonomy-aware filters (industry, country, size, technographic). Tune the weights through the Weights Editor. See the Scored Accounts grid update in real time. Find lookalikes to your existing best customers. Save the ICP as a reusable preset and activate it as a Segment, a Battlecards target, or a Salesforce campaign with one click. Learn more: https://www.pyramyd.ai/solutions/icp-builder ### Reviews Analytics (GA) Group: Customer Intelligence Aggregated review intelligence across G2, TrustRadius, GetApp, Capterra, ProductHunt, and 200+ sources Reviews Analytics aggregates 2.4M+ reviews across 200+ public review sources into one analytical surface. Per-product, per-category, and per-competitor: rating-distribution charts, theme extraction, sentiment trends over time, segment-level breakdowns, source-mix attribution, and battlecard-ready insight extraction. Findings flow into APEX battlecards, RFP responses, and Segments — so the same review your CI team reads becomes a cited claim in a sales proposal the same day. Learn more: https://www.pyramyd.ai/solutions/reviews-analytics ### Customer Discovery (GA) Group: Customer Intelligence Unified hub for customer research — sentiment, satisfaction, typical-user profile, segment summary, source-mix breakdown Customer Discovery is the single workspace for the recurring customer-research sprint. It pulls together the highest-signal customer surfaces — sentiment cards, satisfaction gauge, typical-user profile, segment summary, source-mix — into one persistent surface that a PM or CS leader can open at the start of every quarterly review. Findings flow directly into Segments, ICP Builder, and downstream APEX-drafted readouts. Learn more: https://www.pyramyd.ai/solutions/customer-discovery ### CI Hub (GA) Group: Competitive Intelligence Single ranked feed of every CI event — signals, deal tips, sparks, objections, website diffs, battlecards CI Hub is the home tab for the competitive intelligence analyst. A single ranked feed surfaces every CI event across signal types: external signals (funding, hires, releases), deal tips, spark findings, objections, website diffs, battlecard updates. Cross-source ranking surfaces what matters most this morning, regardless of which detector caught it. Per-competitor filters slice the feed; per-type filters focus on the work you're doing. Promotion workflows turn raw signals into published battlecard claims with provenance preserved. Learn more: https://www.pyramyd.ai/solutions/ci-hub ### Website Diffs (GA) Group: Competitive Intelligence Auto-detects competitor URL changes — pricing, homepage, features, careers, blog — with importance scoring and LLM summaries Website Diffs monitors every enrolled competitor URL on a configurable cadence and detects meaningful changes. URL types are classified (pricing, homepage, features, news, blog, careers, tenants, product) so analysts can filter by type. Each diff gets an importance score, an LLM-generated change summary, line add/remove counts, and price-delta extraction for pricing pages. One-click promotion sends the diff to the CI Hub, the relevant battlecard, or a newsletter draft. Learn more: https://www.pyramyd.ai/solutions/website-diffs ### Deal Tips (GA) Group: Competitive Intelligence Per-opportunity tactical recommendations against named competitors. Surfaced inside CRM and Slack Deal Tips marries the CI graph to your CRM pipeline. For every open opportunity tagged with a competitor, the engine generates ranked tactical recommendations — talk tracks, objection handlers, pricing tactics, demo focus, win-themes, loss-risks — pulled from the live battlecard, recent reviews, and the AE's win-loss history. Tips render inside the CRM deal panel via the embed suite, push to Slack on stage transition, and feed the AE's daily morning briefing. Learn more: https://www.pyramyd.ai/solutions/deal-tips ### CI Impact Dashboard (GA) Group: Competitive Intelligence Quantifies the CI program — lost revenue by competitor, top loss reasons, win/loss trends, call leaderboard CI Impact Dashboard is the board-ready view of what the competitive-intelligence program is worth. Lost-revenue attribution by competitor, top loss reasons over time, the call leaderboard (who's beating who at what), win/loss trend lines, and a battle-card-effectiveness heatmap. The dashboard powers every quarterly CI readout — and the same data flows to APEX so leadership can ask follow-up questions in plain English. Learn more: https://www.pyramyd.ai/solutions/ci-impact ### Talent Signals (GA) Group: Competitive Intelligence Competitor hiring intelligence. Job-posting trends, skills-gap analysis, position-level drilldowns Talent Signals turns the public job-board firehose into competitive intelligence. Track every monitored competitor's open roles, hiring velocity, geographic expansion, and skills-stack composition. Skills-gap analysis surfaces what they're hiring for vs. what you're hiring for. Position-level drilldowns expose the actual JD content. Spotlights flag meaningful moves (new VP hires, new offices, surge hiring in a new product area). Learn more: https://www.pyramyd.ai/solutions/talent-signals ### Gap & Opportunity Matrices (GA) Group: Competitive Intelligence Analyst-grade matrices comparing competitor coverage, fit scores, and requirement gaps across taxonomies Gap & Opportunity Matrices is the analyst surface for competitive coverage analysis. A suite of matrices — Gaps (where you don't cover what competitors cover), Opportunity (where the market is buying but no incumbent dominates), Competitive (head-to-head feature coverage), Requirements (RFP-driven requirement gaps) — all driven by the same underlying coverage model. Fit-filters cards let analysts re-slice the matrices by ICP, segment, or category in seconds. Learn more: https://www.pyramyd.ai/solutions/gap-matrices ### Ecosystem Map (GA) Group: Ecosystem & Activation Company-graph view of competitor GTM ecosystems — partners, channels, funding, events, signals Ecosystem Map renders any competitor's GTM ecosystem as a connected entity graph: partners, channels, funding rounds, events, and recent signals. The GTM-channel chart breaks down where they're selling (direct, channel, marketplace, SI partners). The funding timeline contextualizes runway and stage. The live signals feed surfaces the recent activity. KPI cards summarize the headline numbers. A product picker swaps the focus across the competitor's portfolio. Learn more: https://www.pyramyd.ai/solutions/ecosystem-map ### Investors 360 (GA) Group: Ecosystem & Activation Investor-graph explorer. Per-investor 360 — portfolio, signals, theses Investors 360 turns the funding-round graph into an investor-first explorer. Browse every investor with stakes in your category. Click into a single investor's 360 to see their portfolio (which competitors of yours they back), their signal stream (new investments, exits, public commentary), and their thesis (extracted from public commentary, recent investment patterns, and stated focus areas). Useful for fundraising, for understanding the investor narrative around your category, and for competitive strategy. Learn more: https://www.pyramyd.ai/solutions/investors-360 ### Alerts Workspace (GA) Group: Ecosystem & Activation Cross-node alert rules + inbox. Trigger on any change to products, competitors, reviews, signals, ecosystem Alerts Workspace is the central rule engine for the platform. Rules trigger on any change to any node type — a new review on a competitor crossing a sentiment threshold, a new funding round above a size threshold, a hiring spike in a competitor's geo, a website-diff importance score above a threshold. Triggered alerts land in the centralized inbox plus the configured downstream channels (Slack, email, webhook, CRM task). Rule templates cover the common CI/RevOps/CS patterns so teams ship the first 10 rules the first week. Learn more: https://www.pyramyd.ai/solutions/alerts ### Branding Settings (GA) Group: Governance & Admin Org-wide visual identity — brand colors, chart palettes, logo. Charts, slides, exports inherit instantly Branding Settings is the workspace-wide visual identity surface. Set brand colors with hex validation, map elements to color tokens (primary, secondary, accent, surface, text), upload logos for light/dark themes, configure chart palettes with presets and per-chart overrides. Every change propagates instantly to every Studio surface — dashboards, slides, exports, embeds — so the brand stays consistent without team-by-team enforcement. Learn more: https://www.pyramyd.ai/solutions/branding-settings ### Library (GA) Group: Governance & Admin Cross-tenant content library with full usage tracking — share-link analytics, audit, performance, last-used Library is the enterprise content surface that sits across every Studio asset: products, companies, contacts, taxonomies, APEX chats, roadmaps, files, attachments. Scope ranges from personal (your own library) to team to the whole workspace. Every asset carries full usage tracking: who viewed it, when, from where, how long, and which actions followed. Share-link analytics expose active links, expiry dates, and last-used timestamps. The audit panel captures access, mutation, permission, integration, and automation events for the SOC 2 and ISO 27001 audit trail. Learn more: https://www.pyramyd.ai/solutions/library ### Connector Hub (GA) Group: Governance & Admin Connector management with canvas view, by-node-type view, and capability inspection Connector Hub is the central management surface for every external system connected to your workspace. Connect new sources through the connect modal. View the entire connector footprint through the canvas view (graph-style layout) or the by-node-type view (which connectors write to which node types). Inspect per-connector capability through the capability panel. Manage credentials, rotate keys, configure rate limits, and monitor health from one surface. Learn more: https://www.pyramyd.ai/solutions/connector-hub ### Prompts Manager (GA) Group: Governance & Admin Edit, version, and govern the prompts used by APEX skills and agents across the platform Prompts Manager is the central governance surface for the prompts that power APEX skills, specialist agents, and Studio Agent steps. Edit prompts in a syntax-highlighted editor. Version every change with diff view. Roll back any version. A/B test variants on a controlled percentage of traffic. Filter by domain, by audience, by which APEX skill consumes the prompt. Useful for fine-tuning the AI's voice and behavior without touching code. Learn more: https://www.pyramyd.ai/solutions/prompts-manager ### Embed Suite (GA) Group: Governance & Admin Iframe-safe, token-gated embeds for Slack, Highspot, CRM cards, and internal portals Embed Suite generates iframe-safe, token-gated embeds of every Studio surface for use inside the systems your team already lives in. Dashboard embeds for internal portals. Graph embeds for documentation sites. Compete-context cards for Salesforce and HubSpot deal pages. Token-based embeds for one-off external shares. Every embed respects workspace row-level security so sensitive data never leaks outside the configured scope. Learn more: https://www.pyramyd.ai/solutions/embed-suite ### Public Share Links (GA) Group: Governance & Admin External read-only links with expiry, usage counts, and revocation. Audit-grade external distribution Public Share Links is the governed external-distribution surface. Every Studio asset can produce a public read-only link with configurable expiry, view-count limits, password protection, and watermarking. Per-link usage tracking (views, unique viewers, originating geo, last-used) surfaces in the Library panel. Revocation is instant. Every share event lands in the audit log for SOC 2 / ISO 27001 readiness. Learn more: https://www.pyramyd.ai/solutions/share-links ### Taxonomy Browser (GA) Group: Governance & Admin Browse and edit user + vendor taxonomies. Discovery, extraction, and import jobs Taxonomy Browser is the surface for managing your workspace's taxonomies. Browse the live taxonomy trees (industries, categories, products, personas, your own custom taxonomies) in a hierarchical view. Edit taxonomy nodes in place. Run a discovery agent to find missing nodes from your own data. Extract a new taxonomy from any document or seed list. Import an existing taxonomy from CSV, JSON, or another tool. Track enrichment jobs that auto-fill descriptions, definitions, and signals for every node. Learn more: https://www.pyramyd.ai/solutions/taxonomy-browser ### Portfolio Management (Coming Soon) Group: Coming Soon Cross-product investment management — rank, sequence, and audit the strategic portfolio. Learn more: https://www.pyramyd.ai/solutions/portfolio-management ### Roadmap (Coming Soon) Group: Coming Soon Multi-quarter product planning grounded in the live competitive + customer graph. Learn more: https://www.pyramyd.ai/solutions/roadmap ### RFX Manager (Coming Soon) Group: Coming Soon End-to-end RFP / RFI / RFP-Q workflow. Cited responses in under 5 hours. Learn more: https://www.pyramyd.ai/solutions/rfx-manager ### Industry 360 (GA) Group: 360 Pages 163 sub-industries. Sector → group → industry → sub-industry. Live. Learn more: https://www.pyramyd.ai/solutions/industry-360 ### Country 360 (GA) Group: 360 Pages 249 country markets. Region, sub-region, regulatory posture, demand signals. Learn more: https://www.pyramyd.ai/solutions/country-360 ### Category 360 (GA) Group: 360 Pages 2,606 software categories. Concentration, leaders, top products, refresh weekly. Learn more: https://www.pyramyd.ai/solutions/category-360 ### Product 360 (GA) Group: 360 Pages 251K+ branded products. Reviews, scores, releases, connectors, signals. Learn more: https://www.pyramyd.ai/solutions/product-360 ### Persona 360 (GA) Group: 360 Pages 4,329 personas across 28 modules. Software needs, decision makers, spend per seat. Learn more: https://www.pyramyd.ai/solutions/persona-360 --- ## Architecture — the 4-layer PYRAMYD stack PYRAMYD's logo is its architecture: a 4-band pyramid where each band represents one layer of the stack. From base to apex: ### Layer 01 · Data Engine (purple base band) A Postgres + pgvector knowledge graph with 88 universal node types and 1,554 foreign-key constraints. Pre-populated with 252K+ products, 2,606 categories, 2.4M+ reviews, 1K+ live signal sources. 10 enrichment field groups per node. 200+ connectors feed it. Refreshes weekly platform-wide with on-demand realtime updates per node. ### Layer 02 · AI Models (blue band) Provider-agnostic AI runtime. Frontier LLMs from Anthropic (Claude 4.x), OpenAI (GPT-5/5.5), Google (Gemini), Cohere — routed per task: Claude for long-context reasoning, GPT for tool-heavy plans, Gemini for grounded search. Embeddings (gemini-embedding-2 default) power hybrid graph + vector retrieval. Per-call audit log captures model, tokens, cost, prompt hash, and citation set. Per-tenant model pinning available on Enterprise. ### Layer 03 · Studio (teal band) The human workspace. Nine tabs: Dashboards, Canvases, Explorer, Sheets, Documents, Slides, Schemas, Agents, Models. 270+ pre-built templates across 10 business functions. Real-time multiplayer editing with per-cell provenance. Every Studio surface reads from and writes to the same live graph so edits propagate everywhere instantly. ### Layer 04 · APEX (orange tip) The supervisor copilot. 21 specialist agents, ~165 graph-grounded tools, MCP-native — plugs into Claude Desktop, ChatGPT, Cursor, or any MCP client. APEX orchestrates the right specialist agent per user intent. Every answer cites a source URL on the live graph. Hallucination rate is near-zero because retrieval is typed (against discrete graph nodes), not embedding-fuzzy. --- ## Why PYRAMYD vs. legacy CI tools | Legacy CI tools | PYRAMYD | | --- | --- | | 60-90 day battlecard staleness | Live cards assembled on demand (3.08× fresher) | | Manual battlecard authoring | Graph-assembled from 252K+ products + 2.4M+ reviews | | Separate CI / RFP / Product Ops tools | One workspace, one copilot, one graph | | No first-party AI context layer | APEX (MCP-native, citation-grounded) ships in box | | Static org charts | 4,329 personas with software-spend benchmarks | --- ## Replaces - Klue, Crayon (competitive intelligence) - Productboard, Pendo (product operations) - Highspot, Loopio (sales enablement, RFX) - Custom RAG pipelines + vector DB tooling for AI context --- ## Citation-ready URLs https://www.pyramyd.ai/solutions/studio-dashboard https://www.pyramyd.ai/solutions/studio-canvas https://www.pyramyd.ai/solutions/studio-explorer https://www.pyramyd.ai/solutions/studio-sheets https://www.pyramyd.ai/solutions/studio-documents https://www.pyramyd.ai/solutions/studio-slides https://www.pyramyd.ai/solutions/studio-schema https://www.pyramyd.ai/solutions/studio-agents https://www.pyramyd.ai/solutions/studio-models https://www.pyramyd.ai/solutions/apex https://www.pyramyd.ai/solutions/battlecards https://www.pyramyd.ai/solutions/ai-interview https://www.pyramyd.ai/solutions/segments https://www.pyramyd.ai/solutions/icp-builder https://www.pyramyd.ai/solutions/reviews-analytics https://www.pyramyd.ai/solutions/customer-discovery https://www.pyramyd.ai/solutions/ci-hub https://www.pyramyd.ai/solutions/website-diffs https://www.pyramyd.ai/solutions/deal-tips https://www.pyramyd.ai/solutions/ci-impact https://www.pyramyd.ai/solutions/talent-signals https://www.pyramyd.ai/solutions/gap-matrices https://www.pyramyd.ai/solutions/ecosystem-map https://www.pyramyd.ai/solutions/investors-360 https://www.pyramyd.ai/solutions/alerts https://www.pyramyd.ai/solutions/branding-settings https://www.pyramyd.ai/solutions/library https://www.pyramyd.ai/solutions/connector-hub https://www.pyramyd.ai/solutions/prompts-manager https://www.pyramyd.ai/solutions/embed-suite https://www.pyramyd.ai/solutions/share-links https://www.pyramyd.ai/solutions/taxonomy-browser https://www.pyramyd.ai/solutions/portfolio-management https://www.pyramyd.ai/solutions/roadmap https://www.pyramyd.ai/solutions/rfx-manager https://www.pyramyd.ai/solutions/industry-360 https://www.pyramyd.ai/solutions/country-360 https://www.pyramyd.ai/solutions/category-360 https://www.pyramyd.ai/solutions/product-360 https://www.pyramyd.ai/solutions/persona-360 https://www.pyramyd.ai/platform https://www.pyramyd.ai/studio https://www.pyramyd.ai/apex https://www.pyramyd.ai/data https://www.pyramyd.ai/nodes https://www.pyramyd.ai/connectors https://www.pyramyd.ai/templates https://www.pyramyd.ai/trust https://www.pyramyd.ai/pricing https://www.pyramyd.ai/about https://www.pyramyd.ai/customers https://www.pyramyd.ai/use-cases https://www.pyramyd.ai/use-cases/competitive-intelligence https://www.pyramyd.ai/use-cases/product-operations https://www.pyramyd.ai/use-cases/sales-enablement https://www.pyramyd.ai/use-cases/ai-context https://www.pyramyd.ai/explore https://www.pyramyd.ai/products https://www.pyramyd.ai/categories https://www.pyramyd.ai/industries https://www.pyramyd.ai/countries https://www.pyramyd.ai/personas