Agents
AI agents that reason
over your business.
Most enterprise agents are glorified prompt chains. They retrieve text, generate a response, and hope for the best. Nexus agents reason over the graph of your systems, data, and workflows to take actions that are contextual, governed, and auditable.
Capabilities
What Nexus agents do.
Real work across your entire stack.
Agents operate across your entire stack: CRM, ERP, billing, support, communication platforms, databases. They read from your systems, reason over the unified knowledge graph, and write back through your existing APIs with the same validation and business rules your human teams use.
01
Back-Office Automation
Deal-to-invoice. Contract reconciliation. QBR generation. Cross-system validation. Agents handle the manual handoffs between your core systems so your team focuses on decisions, not data entry.
02
Customer Intelligence
Churn prediction from the relationship graph. Personalised retention triggered by real-time risk signals. Cross-sell agents that reason over household structure, usage patterns, and device-plan mismatches.
03
Operational Intelligence
Network fault diagnosis. Predictive maintenance from sensor graphs. Asset optimization. Agents correlate signals across systems that were never designed to talk to each other.
04
Knowledge Capture
Every transcript, interaction, and document ingested into the knowledge graph. Agents surface trends, flag risks, and answer questions about your business with full context.
Pipeline
How agents run on Nexus.
Data. Evaluate. Deploy. Govern.
The agent's memory. The agent's test. The agent's rollout. The agent's rules. A continuous loop — each agent runs through every stage on every deploy.
Data
The agent's memory.
Connect to the systems your agents will reason over. Ingest documents, transcripts, and relational records into the unified knowledge graph. Every signal becomes addressable context.
- Knowledge graph
- Document ingest
- Live system feeds
Evaluate
The agent's test.
Probe accuracy, latency, robustness, and bias against domain-specific benchmarks. Replay production traces. Catch regressions before they hit users — not after.
- Domain benchmarks
- Trace replay
- Regression gates
Deploy
The agent's rollout.
Canary releases with traffic shifting. Versioned tools, prompts, and policies. Roll forward and roll back in seconds. Every change tracked, every deploy reversible.
- Canary traffic
- Versioned policy
- Instant rollback
Govern
The agent's rules.
Action logs, approval workflows, and policy-bound autonomy. Nexus Shield governs every step — what the agent reads, what it writes, who approves it.
- Action audit
- Approval routing
- Policy guardrails
Differentiation
What makes Nexus agents different.
Built for business, not benchmarks.
Nexus agents are designed around how enterprises actually run: workflows with dependencies, decisions with context, errors with recovery paths.
01
Built Around Business Workflows
Nexus models workflows as connected systems, not isolated tasks. Agents understand how tools, approvals, and data sources relate to each other.
02
Reasoning With Dependencies
Agents know what needs to happen first, what depends on previous steps, and when action should be taken. Fewer errors. More reliable automation.
03
Connected Context, Not Just Search
Agents trace relationships across your systems, data, and documents to answer complex business questions with context.
04
Recover Before Escalating
When something fails, agents attempt to diagnose and resolve issues before involving humans. Teams focus on exceptions, not routine errors.
Governance
Governance is not optional.
Every action, fully audited.
Three governance primitives wrap every agent on Nexus. Provenance, approval, and access — applied by default, configurable per workflow.
Full Provenance, Always
Every action an agent takes is logged with full provenance: which data it used, which model produced the decision, which policy rule approved it, which system executed it.
Human In The Loop, By Design
Critical actions trigger approval workflows in Slack, email, or your existing tools. Configurable per action type, monetary threshold, and customer tier. Fully autonomous for routine operations, human approval for high-stakes decisions.
Inherited Identity & Access
Role-based access is inherited from your identity provider. Agents respect the same access boundaries as human users. Nexus Shield governance applies to every agent action by default.

Get Started
Deploy agents built for complex business workflows.
Talk to our team about which workflows in your organization are ready to run on Nexus.