Voice
Inbound calls answered by AI agents with turn-taking and barge-in detection. No customer-facing queue. If capacity is reached, calls are declined immediately - not held. 100 concurrent calls per deployment node, horizontally scalable.
Operious AI
Operious coordinates AI agents across support, claims, warranty, refunds, escalations, and approvals - enforcing policy before any customer-facing or system-changing action executes. Every decision governed. Every outcome replayable. Every audit trail permanent.
LIVE GOVERNANCE TRACE — Consumer Electronics Pilot
01Inbound contact receivedWhatsApp · Arabic language detected (0.97)12ms
02Policy admission evaluatedconfidence_thresholds v1 · 3 policies8ms
03AI classificationwarranty_claim · 0.93 confidence1,240ms
04Governance decisionALLOW · policy satisfied · decision persistedALLOW6ms
05Audit record sealedHMAC-SHA256 · UUID5 · append-only · permanent4ms
Every contact processed by Operious produces a trace identical to this. Permanent. Cryptographically signed. Forensically reconstructible.
Policy decision audit in < 15ms·100% of governed decisions produce permanent records·HMAC-SHA256 signed — every trace·Six languages — one governance standard·Arabic gap closed for consumer electronics·Warranty, refund, escalation — all governed·Zero cross-tenant data access — by architecture·Audit export available on demand·Defect clusters detected automatically·SOP knowledge updates on approval·Crisis governance deployed in under one second·Fraud quarantine before agent processing·BAA available for healthcare·Architecture review in 48 hours·30-day deployment to production·Policy decision audit in < 15ms·100% of governed decisions produce permanent records·HMAC-SHA256 signed — every trace·Six languages — one governance standard·Arabic gap closed for consumer electronics·Warranty, refund, escalation — all governed·Zero cross-tenant data access — by architecture·Audit export available on demand·Defect clusters detected automatically·SOP knowledge updates on approval·Crisis governance deployed in under one second·Fraud quarantine before agent processing·BAA available for healthcare·Architecture review in 48 hours·30-day deployment to production·
Enterprise operating domains
Designed for regulated teams where operational decisions must remain governed, replayable, and tenant-contained.
Core features
The control plane enterprise AI operations usually lacks.
Operational capabilities
Complete operational workflow coverage. Governed end-to-end.
Every capability below executes under a governance chain. Every action produces an immutable audit record. Every outcome is reconstructible at any future point in time.
Every channel. One governance layer.
Real-time chat
Progressive responses delivered under 500ms. The system acknowledges immediately and produces the governed response as context is processed. Customers never wait for a loading state.
Email and messaging
Email, WhatsApp Business, and web chat processed through the same governance chain. Case continuity maintained across channels. A follow-up on WhatsApp continues the same governed session as the original email.
Value proposition
From AI proposal to approved action - every step controlled, logged, and replayable.
Operious does not place a chatbot over an enterprise queue. The runtime separates authority into seven substrates so tenant boundaries, agent coordination, policy admission, execution, supervision, and conflict handling can be inspected independently.
Explore platform architecture01BoundaryReceive and authenticate
02CoordinationRoute and orchestrate
03GovernanceEvaluate policy
04SessionMaintain context
05ExecutionExecute or escalate
06SupervisorReview and score
07ArbitrationResolve conflicts
Boundary -> Coordination -> Governance -> Session -> Execution -> Supervisor -> Arbitration
Architecture
Execution Control Architecture
Five layers that no AI model can bypass. The separation between what the model proposes and what it is permitted to execute is not policy — it is architecture.
01
ToolInvoker Enforcement
LLM output is a proposal, not a command. Every action passes through ToolInvoker before execution. The model cannot bypass it.
02
Governance Substrate
Policy chains evaluate every proposed action. Empty chains return DENY. There is no path to ALLOW without a passing policy.
03
Row-Level Security
FORCE RLS on every tenant-scoped table. No query reaches data it is not authorized to see, regardless of what the AI model instructs.
04
UUID5 Identity
Every decision, every agent, every execution is cryptographically fingerprinted. Deterministic. Replayable. Forensically reconstructible.
05
Append-Only Timelines
No event can be modified after creation. The audit trail is immutable by architecture, not by policy.
Live evidence
Every decision, permanently auditable.
Real governance decisions. Every outcome is permanent. Every record is forensically reconstructible.
pilot-account · consumer-electronics · Session df6139ba · 2026-05-24T03:10:28Z · LIVE
CLASSIFICATIONcharging_issue0.93 confidence
GOVERNANCEALLOWconfidence_thresholds v1
SOP CITATIONSCharging Policy v3score 0.8921
AUDIT SIGNATUREHMAC-SHA256e5de882a...9aac
REPLAYForensically reconstructiblefrom any checkpoint
Real session. Real governance decision. Cryptographically signed. ·Open security architecture →
ROI and risk reduction
The operational and financial case for governed AI operations.
Figures below represent representative enterprise deployment scenarios. Actual outcomes depend on workflow complexity, volume, and configuration.
Monthly operational cost per 3,000 daily contacts
58%-79% cost reductionRepresentative scenario data. Not a guaranteed outcome.
Operational decision auditability
Traditional Operations
%
of decisions produce structured audit evidence
Primarily escalations and compliance reviews.
Operious
%
of decisions produce structured audit evidence
By architecture, not by policy.
Representative enterprise scenario data.
Average resolution time by contact category
Representative scenario data. Not a guaranteed outcome.
Escalation rate over 60-day pilot deployment
Policy calibrationEscalation reduction reflects policy calibration over the pilot period, not a guaranteed outcome. Representative deployment data.
Operational language coverage
Representative matrix| Language | Detection | Translation | Voice | Chat |
|---|---|---|---|---|
| Arabic (ar) | ✓ 97% | ✓ Native | ✓ | ✓ |
| English (en) | ✓ 99% | - | ✓ | ✓ |
| Indonesian | ✓ 94% | ✓ Native | ✓ | ✓ |
| Spanish | ✓ 96% | ✓ Native | ✓ | ✓ |
| French | ✓ 95% | ✓ Native | ✓ | ✓ |
| Chinese (ZH) | ✓ 93% | ✓ Native | ✓ | ✓ |
Representative language coverage matrix for enterprise deployment planning.
ROI methodology and assumptions
Cost comparison
Based on publicly available BPO industry benchmarks from Gartner, Everest Group, and HfS Research for Tier 1 and Tier 2 contact center operations (2024-2025 data). Monthly cost per 3,000 daily contacts. Operious pricing based on standard engagement tiers. Actual cost depends on workflow complexity, volume, and configuration.
Resolution time
Representative scenario data based on industry benchmarks for comparable contact categories. Operious figures reflect governed AI processing time excluding human handoff latency. High-complexity contacts require human review and will exceed these times.
Escalation rate
Based on 60-day pilot trajectory. Initial escalation rate reflects calibration period. Stable escalation rate reflects tuned governance policies. Actual rates depend on policy configuration and workflow complexity.
Audit coverage
100% reflects architectural guarantee - every governed action produces an audit record by design. Audit record quality depends on policy configuration and data completeness at time of processing.
For a business case model specific to your workflow volume and complexity, request an architecture review.
Trust
Trust posture stated plainly.
In progress
SOC 2 Type II
Audit planning is targeted for Q3 2026. Operious does not present roadmap attestations as completed certifications.
Available
HIPAA BAA
Business Associate Agreement support is available for healthcare clients where deployment scope and controls are agreed.
End-to-end
Tenant isolation
Policies, credentials, knowledge, operational events, and projected state are designed to remain tenant-scoped.
Deployment modes
Enterprise SaaS deployment
Single-tenant SaaS available immediately. VPC and private deployment options available for enterprise agreements requiring data residency. Deployment timeline: 60-day pilot to full production.
Data handling
Data processing addendum
Standard DPA available for qualifying prospects. Subprocessor list provided on request. Tenant data is never used for model training or cross-tenant analysis.
Security review
Architecture review in 48 hours
Enterprise architects and CISOs can request a structured architecture review. Data flow diagrams, identity and tenancy models, encryption posture, and audit export format provided.
Request security packetIntegration architecture
Operious operates within your existing stack. Not instead of it.
The governance layer sits between your AI models and your customers, your systems of record, and your operations team - without displacing your CRM, ticketing platform, telephony, or helpdesk infrastructure.
Inbound channels
EmailWhatsApp BusinessVoice (Twilio)Web ChatZendeskShulexLark
Operious·
Governance. Execution. Audit.
Policy admission between proposed action and operational execution.
Connected systems
JiraLinearYour CRMSalesforceServiceNowWarehouse SystemCompliance ExportAudit Record
Operious does not require replacing your helpdesk, CRM, or telephony system. It adds a governance and audit layer to the operational actions your existing systems initiate.
Pilot program
Anonymized consumer electronics pilot. Full governance. Complete audit trail from Day 1.
Deployment overview
Client typeGlobal Consumer Electronics Manufacturer
ChannelsEmail · WhatsApp Business · Voice
LanguagesArabic · English · Indonesian
DeploymentWeek 1 policy mapping → Week 4 production
StatusActive
Deployment timeline
- Week 1Operational policy mapping and configuration
- Week 2Channel integration — email, WhatsApp, voice
- Week 3Governance calibration and threshold tuning
- Week 4Full production launch
Governance outcomes
- Every warranty decision produces a governance record.
- Refunds above policy threshold require manager approval.
- Arabic language operations now covered — previously an unhandled gap in BPO operations.
- Complete audit trail delivered to compliance from Day 1.
Workflows
Warranty claim processingReplacement authorizationRefund request handlingTechnical escalation routingMultilingual customer response
Full case study available under NDA for qualified buyers.
Request case studyInsights