AI & Cognitive Suite
- Prompt Catalog & Orchestration: Centralize approved prompts, version changes, bind live data (JSON) into prompts, and route to the right model with policies.
- RAG & Cognitive Search: Index PDFs, DOCX, HTML, images, and structured tables; hybrid retrieval (lexical + vector); answers cite the source.
- AI Secretary: Loads agendas, reads past minutes and documents, answers questions during meetings, and drafts minutes and follow‑
- Conversational & Voice Agents: Web widget, SpeedChat, WhatsApp/Telegram; speech‑to‑text and text‑to‑speech; sentiment and conversation analytics.
- Computer Vision: OCR/ICR for documents; object/defect detection; video analytics (PPE, occupancy, queue times).
- Predictive & Prescriptive ML: Forecasting, anomaly detection, classification/regression, clustering; AutoML and explainability (e.g., SHAP).
Business Intelligence & Analytics
Dashboards users love—clean UI/UX, drill‑downs, cross‑filters, and mobile‑ready views. AI Narrative explains what changed and why, tied to the visuals on screen. Self‑service analytics empowers teams with drag‑and‑drop query, pivot/OLAP, and scheduled reports. Operational alerts trigger on thresholds and anomalies.
Enterprise Data Lakehouse & Integration
Any data in: databases (SQL/NoSQL), files, APIs, streaming, IoT sensors, and enterprise apps. Lakehouse + warehouse: structured and semi‑structured side by side. Vector store: automatic embeddings of text/images for high‑accuracy RAG. Change Data Capture keeps analytics and AI current without batch delays. Lineage and data quality profiles ensure trust in every metric.
Operational Suites (Modular)
CRM: Accounts/contacts, activities, pipelines, campaigns; 360° view with analytics; AI‑generated briefing notes.
Supply Chain: Stock analysis, purchase requisitions, vendor analytics, and a Stock Chatbot. Integrates popular ERPs/inventory systems for live visibility.
HR & Talent: CV ingestion/standardization, job‑match scoring, gap analysis, interview analysis via SpeedChat/video, training recommendations.
Call‑Center QA: Auto‑score calls against KPIs, agent coaching tips, topic/sentiment trends; configurable weighting and scorecards.
Industry‑Agnostic Scenarios
Executive & Finance: Ask “Why did margin drop last month?” and receive a narrative with links to charts and the underlying cohort.
Operations & Supply Chain: “Stock at risk” flags low‑turn, near‑expiry, or price‑spike items; draft vendor consolidation in one click; ask the Stock Chatbot for on‑hand.
Sales & Marketing (CRM): AI briefings on accounts (latest news, risks, prior interactions); run look‑alike segments; generate personalized outreach from templates.
HR & Talent: Import CVs/LinkedIn; rank fit to job descriptions; highlight skill gaps; suggest courses; interview and chat inside SpeedChat without exposing phone numbers.
IoT & Facilities: Sensor streams feed anomaly detection; alerts create tickets; video analytics count footfall, monitor queues, and improve safety compliance.