From factory floors to SOC dashboards to sales pipelines — outcomes where it matters.
A chat window is just one surface. Underneath, Obsigen is a multi-agent worker that pulls from your real systems, reasons across them, and produces artefacts your team can act on — not just answers.
Automate planning, quality, inventory, and maintenance reasoning. Obsigen connects to your ERP/MRP data and turns complex operational questions into actionable plans.
Changeovers, alternative "what-if" scenarios, capacity balancing across production lines.
Early warnings, auto-booking, technician readiness — before failures happen.
Anomaly detection, NCR drafts, 5-Whys templates — automated quality workflows.
Dynamic safety stock synchronized with e-commerce/CRM demand signals.
Obsigen will analyze the schedule, calculate impact, propose alternatives, and generate a ready-to-send email — all in one conversation.
curl https://api.obsigen.com/v1/chat/completions \
-H "Authorization: Bearer $OBSIGEN_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "obsigen-pro",
"strategy": "hybrid",
"messages": [
{"role": "system", "content": "You are a manufacturing planning assistant with access to ERP/MRP data."},
{"role": "user", "content": "CNC-4 is down for 12h starting tomorrow 6AM. Rebuild the production schedule for lines 1-3, quantify delivery risk for orders due this week, suggest optimal changeover sequence, and draft a notification email for the sales team."}
],
"tools": ["file_analysis", "code_execution"],
"temperature": 0.3
}'In 2026, adversaries automate reconnaissance, generate convincing phishing in thirty languages, and chain prompt-injection through RAG pipelines. Defenders need an engine that operates at the same tempo. Obsigen runs both shifts — red team operations against your stack, blue team copilot inside your SOC — on one auditable platform.
Alert triage, TI/OSINT enrichment, SOAR playbook draft generation.
Attack surface mapping, risk prioritization aligned with business impact.
PII/PHI/secret classification and masking policies.
Phishing simulations, personalized scenarios, and knowledge scoring.
Report ready in minutes — with sources, IOCs, and approval gates marked.
curl https://api.obsigen.com/v1/chat/completions \
-H "Authorization: Bearer $OBSIGEN_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "obsigen-pro",
"strategy": "swarm",
"messages": [
{"role": "system", "content": "You are a SOC analyst. Enrich alerts, correlate IOCs, draft incident reports with MITRE ATT&CK mapping. Flag actions that require human approval."},
{"role": "user", "content": "Analyze 14 firewall alerts (attached). Correlate with active campaigns, propose 3 response playbooks."}
],
"tools": ["web_search", "file_analysis", "mitre_attack", "threat_intel"],
"guardrails": {"require_hitl": ["block_ip", "isolate_host"]},
"temperature": 0.2
}'Most "AI for sales" stops at a chat window over your CRM. Obsigen connects the actual revenue stack — CRM, web analytics, ad platforms, payments, search, warehouse — and produces the artefacts your sales, marketing and finance teams already live in: dashboards, reports, briefings, draft replies. Not just answers, deliverables.
Scenarios, campaign variants, next-best actions based on CRM data.
Combines GA4 events, ad spend, CRM stage transitions and revenue to explain — in plain English — what actually drove the quarter. With caveats and confidence flags.
On-brand ad and landing page variants aligned with your brand voice.
Pulls from Elastic / OpenSearch + GSC + on-site logs. Surfaces zero-result queries, ranking drift, cannibalisation — and drafts the catalogue, copy or rule fix.
Call summaries, suggested replies, sentiment analysis in real time.
Dashboard, deck, brief — same run, same numbers, audit log attached.
curl https://api.obsigen.com/v1/chat/completions \
-H "Authorization: Bearer $OBSIGEN_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "obsigen-pro",
"strategy": "react",
"messages": [
{"role": "system", "content": "You are a revenue analyst. Pull from connected systems, reconcile numbers, produce deliverables for marketing, sales and the board."},
{"role": "user", "content": "Q1 review: CAC by channel vs Q4 and Q3, conversion drop-offs, 3 spring campaign angles, board deck + Power BI feed + Slack TL;DR."}
],
"connectors": ["hubspot", "ga4", "meta_ads", "stripe", "elastic"],
"outputs": ["powerbi_feed", "pptx", "slack_message"],
"tools": ["file_analysis", "web_search", "image_generation"],
"temperature": 0.5
}'When the whistle blows, every second matters and every decision has eyes on it. Obsigen runs the operations layer behind live sporting events — race series, tournaments, leagues, championships — where certainty and speed are non-negotiable.
Pulls from timing systems, ticketing, security feeds, weather, social, broadcast logs. Produces the decisions the operations director actually needs — in seconds, with the audit trail to defend them later.
Crowd density alerts, medical events, security flags — correlated across cameras, radio, and SOC feeds. Suggested response, dispatched with one approval.
Weather, road closures, parking saturation, gate flow, on-course time gaps — assembled and explained for the event manager, not just plotted on a chart.
Athlete updates, sponsor mentions, press releases, social posts — drafted to your tone-of-voice the moment a decision is made, queued for human approval.
Full timeline reconstruction, incident logs, KPI report and sponsor deliverables — generated within hours of the closing ceremony, not weeks.
Every recommendation is logged with its inputs, the model version, and who approved it. Built for the inquiry afterwards, not just the moment.
Three drafts, three channels, ready before the next radio call.
Deploy intelligent, context-aware chatbots and virtual assistants powered by Obsigen's multi-agent engine. From customer-facing support bots to internal knowledge assistants — built on enterprise-grade infrastructure with full RAG support. In 2026 a "chatbot" rarely means just text — it's voice, vision, and increasingly an agent that operates a browser or your back-office on the user's behalf. Obsigen ships all three surfaces with the same guardrails, audit trail and EEA hosting.
Low-latency speech-to-speech for inbound & outbound phone, with barge-in and turn-taking. Hand-off to a human the moment confidence drops.
Operator-style agents that complete a checkout, fill a tender form, reconcile a portal — under your policy, with screenshots in the audit log.
Takes photos, screenshots and PDFs as input. Returns charts, annotated images or generated mockups — not just words.
Connects to your tools via Model Context Protocol — your ticketing system, ERP, calendar — with scoped permissions and per-tool audit.
RAG-powered answers from your knowledge base, product docs, and FAQs. Escalation to human agents when needed.
Employees ask questions about policies, procedures, or technical documentation — grounded in your internal data.
Deploy across web, Slack, Teams, or custom apps. Automatic language detection and response in 50+ languages.
Interactive onboarding flows, quizzes, and adaptive learning paths driven by AI — personalized per employee role.
Obsigen retrieves the relevant policy via RAG, formulates a clear answer, and offers actionable options — return form link, support ticket, or agent handoff.
curl https://api.obsigen.com/v1/chat/completions \
-H "Authorization: Bearer $OBSIGEN_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "obsigen-pro",
"strategy": "fast",
"messages": [
{"role": "system", "content": "You are a customer support assistant for an e-commerce store. Use RAG to answer from the knowledge base. Be helpful, concise, and professional."},
{"role": "user", "content": "Can I return a product after 30 days? I bought a jacket on March 2nd and it does not fit."}
],
"rag": {
"collection": "support-kb",
"top_k": 5
},
"temperature": 0.2
}'Let's discuss your specific requirements and see Obsigen in action.