AI
150+ contextual AI agents — one for every section of Sovern OS. Each agent understands your organization, your data, and your context. Use any provider — commercial, open-source, or self-hosted on your own machine. No vendor lock-in. No cross-tenant leakage. Intelligence that serves you alone.
Contextual AI Agents
One per section, pre-configured and ready
When you open any section in Sovern OS — your OKRs, your invoices, your compliance policies, your product catalog — an AI assistant is already there, already understanding the data in front of you, already ready to help.
Spotlight agents — 15 layers, 150+ assistants
Sovern OS spans fifteen architectural layers and many sections — more than 150 contextual agents in total. Below is a curated sample: high-leverage section specialists plus org-wide system agents, always constrained by your RBAC.
OKR & initiative analyst
Section agent · Impact · Goals & OKRs
OKR scoring with confidence bands
Initiative prioritization from live metrics
Board-ready goal narratives
Business model synthesist
Section agent · Proposition · Value proposition
BMC / lean canvas blocks grounded in Lexicon + metrics
Investor narrative drafts tied to real numbers
Segment & pricing hypothesis checks
Policy & compliance copilot
Section agent · Governance · Compliance
Jurisdiction-aware policy drafting
Control-framework gap analysis
Clause-level agreement review
Cash & runway strategist
Section agent · Finance
Multi-scenario runway & burn modeling
Cash-flow anomaly detection
Variance vs. plan narratives for leadership
Catalog & pricing intelligence
Section agent · Product · Catalog & pricing
SKU enrichment and merchandising copy
Pricing guardrails vs. tiers & discounts
Marketplace listing drafts with compliance cues
Pipeline & deal analyst
Section agent · Sales · Pipeline
Deal risk signals from activity history
Forecast roll-ups with plain-language drivers
Next-best actions for stalled opportunities
SVA attestation copilot
System agent · SVA & verification
Attestation threshold recommendations
Audit-trail summarization for reviewers
Evidence packs for board or external auditors
Cross-layer org brief
System agent · org-wide (RBAC-scoped)
Executive roll-ups across finance, delivery, and risk
Answers with pointers back to source sections
No access beyond what you already have — by design
Not Another AI Chatbot
Most platforms bolt on a generic chat window and call it AI. Sovern AI is architecturally different.
Org-Scoped, Never Shared
Every AI interaction is scoped to your organization. Your context never trains models for other tenants. Zero cross-org leakage — architecturally enforced, not just promised.
Cross-Layer Intelligence
Unlike siloed AI chatbots, Sovern AI has access to every layer of your operation. A finance question can draw on governance context. A strategy insight can reference real procurement data.
Section-Aware, Not Generic
Each of the 150+ agents is pre-configured with the context of its section — the right data, the right prompts, the right tools. No prompt engineering required from you.
Fully Configurable
Every agent's model, temperature, system prompt, and feature prompts can be customized per organization. Use our defaults or bring your own configuration.
Lexicon-Powered Prompts
The Lexicon system provides semantic variables that agents can reference — your mission, your OKRs, your compliance framework — ensuring every response is grounded in your reality.
Any Provider, Any Model
Commercial APIs like OpenAI and Anthropic, open-source models like Llama and Mistral, or your own models running on a dedicated machine. Mix and match per agent — no vendor lock-in.
Self-Host for Full Control
Run models on your own infrastructure for maximum data sovereignty. Your prompts and responses never leave your network. Combine self-hosted models with cloud APIs per use case.
Or Turn It All Off
Don't want AI? Turn off every agent with a single switch. Sovern OS works perfectly without AI — no degraded experience, no missing features. Your choice, fully respected.
Beyond Chat: Actions, Workflows, Analytics
Sovern AI isn't just conversational. It acts, automates, and analyzes.
Section Assistants
Every section in Sovern OS has a dedicated AI assistant that understands the section's data, purpose, and context. Ask it anything about what you're looking at.
AI Actions
One-click AI-powered actions within sections — generate a business model, draft a compliance policy, analyze cash flow, score a vendor, summarize a board resolution.
AI Workflows
Chain multiple AI actions together into automated workflows. When a new invoice arrives, classify it, check against budget, flag anomalies, and notify the right person.
AI Analytics
Aggregate intelligence across your entire organization. Spot patterns that span layers — how procurement decisions affect cash flow, how team capacity impacts OKR delivery.
Lexicon Integration
Semantic content and prompt templates that ensure AI responses reference your actual organizational context — not hallucinated data or generic advice.
SVA-Auditable AI
Critical AI-assisted decisions can be attested through SVA. When AI recommends a budget approval, the recommendation, the data it used, and the decision are all verifiable.
How It Works
01
You Open a Section
Navigate to any section in Sovern OS — your cash flow analysis, your compliance policies, your product catalog. The AI assistant for that section is already active.
02
It Knows the Context
The agent has been pre-loaded with the section's data model, your organization's Lexicon variables, and cross-layer context. It doesn't need a briefing.
03
You Ask or Act
Ask a question, trigger an AI action, or let a workflow run. The agent responds with answers grounded in your actual organizational data — not generic templates.
Full Admin Control
Every agent can be configured, overridden, or disabled by your organization's admin. Want AI everywhere? It's there. Want zero AI? One switch. You decide.
Configure model, temperature, and token limits per agent
Custom system prompts that override defaults
Feature-level prompt control (e.g., AI-generated summaries on/off)
Commercial, open-source, or self-hosted models — your choice per agent
Model profiles with base prompts for consistent tone and policy
Run on your own dedicated machine — prompts never leave your network
Test agents directly from the admin panel before deploying
Global AI kill switch — disable all agents org-wide in one click
AI-free mode with zero degradation — every feature works without AI
AI Configuration
Finance — Cash Flow
GPT-4o
Governance — Compliance
Claude 3.5
Impact — OKR Scoring
GPT-4o
Product — Catalog AI
GPT-4o-mini
Procurement — Vendor Eval
Claude 3.5
AI That Actually Knows Your Business
Stop feeding context into generic chatbots. Start with intelligence that's already there.