AI That Your HR Team Will Actually Use on Monday Morning
We didn't add AI to DuoHR. We built DuoHR so AI could work inside HR properly. Tenant context, role context, audit logging, graceful fallback, and human controls keep assistance aligned with the HRMS instead of sitting beside it.
Everyone Offers “AI-Powered HR”. Here's Why Most of It Doesn't Work.
Side by side. No hand-waving.
Common market claim
A chatbot that answers FAQs from a help article
DuoHR approach
Role-aware HR assistance that understands the tenant, module, policy context, and current workflow.
Common market claim
Static AI reports with pre-built filters
DuoHR approach
Natural-language analytics that can guide users from question to insight to drill-down action.
Common market claim
Generic alerts with one-size-fits-all thresholds
DuoHR approach
Operational signals that learn from attendance, leave, payroll, and setup patterns inside the HRMS.
Common market claim
AI suggestions with unclear accountability
DuoHR approach
Governed assistance with audit logs, role controls, risk levels, and human approval for sensitive actions.
Common market claim
The same AI behavior for every task
DuoHR approach
The platform chooses the right reasoning path for each HR task, from simple checks to complex analysis.
Common market claim
AI added as a separate side feature
DuoHR approach
AI sits inside people, time, payroll, reports, setup, and operations so it supports real HR work.
Specialized HR Assistance. Not 1 Chatbot.
Meet the Assistance Layer Behind the HRMS
DuoHR organizes assistance by HR domain, so people, attendance, leave, payroll, setup, and reports get the right context instead of one generic answer.
Not Just Pattern Matching. Actual Reasoning.
Every request follows the same five steps, from cheapest model first to full audit trail.
Context Enrichment
Pull recent session turns from short-term memory and known preferences from long-term memory.
Model Routing
A six-tier router picks the cheapest model that can handle the request, escalating to Haiku, Sonnet, or Opus only when needed.
Response
The agent answers in a single pass — no open-ended tool loop that could run away or rack up cost.
Human Review
Sensitive changes stay recommendations until a person confirms them in the product.
Audit
The request, model tier used, and outcome are written to a 7-year retained audit log.
Agent Memory
Right-Sized Reasoning
Not every HR question needs the same level of AI. DuoHR keeps simple checks fast, sends policy-sensitive work through governed controls, and escalates complex analysis only when needed.
Operational Intelligence
Signals That Help HR Act Earlier.
DuoHR surfaces the operational patterns HR teams should not have to discover manually.
Process Guardian
Always-on- • Monitors service health, tenant setup, and operational queues
- • Learns your tenant's baseline performance
- • Detects deviations through logs, health checks, and workflow status
- • Generates early warning signals before failures occur
"Your payroll run is 2x slower than baseline. Checking for bottlenecks..."
Insight Agent
Always-on- • Cross-domain trend detection: attendance → leave → payroll
- • Strategic optimization recommendations
- • Surfaces insights proactively in dashboards
"Absenteeism in Warehouse team is trending 12% above Q3 average."
Leave Engine Insight
Autonomous- • Monitors accrual patterns across every employee
- • Detects anomalies and balance inconsistencies
- • Predicts year-end impact months in advance
"12 employees will hit carry-forward cap by March. Process year-end early?"
Proactive Nudge System
Context-aware- • Engagement nudges: scheduled, rule-based, lifecycle, inactivity
- • Context-aware: changes based on page and action
- • Max 3 visible, auto-dedup, auto-dismiss
- • AI-recommended timing based on engagement profiles
"3 employees have unresolved exceptions. Payroll will exclude them."
AI That Lives Where You Work. Not Just in a Browser.
DuoHR's intelligence works wherever your team works.
Web Application
AI companion panel in the tenant app, context-aware to the page you’re on
Cloud Intelligence
Anthropic Haiku, Sonnet, and Opus, routed by request complexity
Local Fallback
Ollama runs locally so AI degrades gracefully if the cloud API is unavailable
Mobile App
Same API, responsive interface
MS Teams
Bot framework — approve, query, get nudges
Slack
Slash commands + interactive messages
Business API — notifications, approvals, queries
Every AI interaction is logged
Whichever surface an AI answer comes from today, the request, the model tier that handled it, and the outcome are written to a monthly-partitioned audit log with a 7-year retention policy — so AI-assisted decisions stay reviewable long after the conversation ends.
- • Tenant, user, and role recorded on every entry
- • Model tier and confidence logged for every response
- • 7-year retention via automated partition management
// ai_audit_logs (monthly partition)
tenant_id, user_id, agent_name
model_tier, confidence, decision_tier
request, response, final_outcome
// retained 7 years, then partition dropped
Stop Building Reports. Start Asking Questions.
Ask an operational HR question in plain language and get a chart built from your tenant's data.
Chart renders from your tenant's leave data
Three ready-made views today
Leave overview
Balances, pending requests, and usage by type
Payroll snapshot
Run status, variances, and component breakdowns
Workforce snapshot
Headcount, attendance, and org distribution
Any Device. One Pipeline.
We don't lock you into a biometric vendor. Punches from terminals, mobile, web, or badges all land in the same attendance flow.
What happens after someone punches in
Same flow for every device and industry. Change a biometric vendor without rewriting your attendance rules.
Ready to try DuoHR with your team?
Set up your company profile, configure your policies, and start onboarding instantly — no credit card and no waiting on a sales handoff.