SOLUTION · OPERATIONAL AI SYSTEMS
Production-grade automation for the work that runs your business.
We replace manual, decision-heavy workflows with AI systems that integrate into your existing tools and operate reliably at scale.
Workflow Automation
Deep Integration
Decision Systems
AI Orchestration
HITL Escalation
Book a strategy call
01 / THE OPERATIONAL GAP
Decision-heavy work, pattern-based, burning out your people.
Triage, routing, exception handling, coordination across multiple systems, back-office processing: the work that scales linearly with headcount. The technology to automate most of this exists. The engineering to integrate it deeply, make it reliable, and govern it well enough to trust doesn’t.
Decision WorkflowIntake → resolve · 1 HITL off-ramp
01
→
Inbound
Ticket · event · API
02
→
Triage
Rule + LLM
03
→
Decide
Within policy
04
→
Execute
Write-back
05
Resolve
Logged & measured
↓ The rare case
ESCALATION
Escalate · human-in-the-loop
Ops review · audit-required
Writes back to
CRMERPTicketingInternal tools
✓ Decision-heavy work · automatedHuman-in-the-loop on the edge Governed & observable
02 / INSIDE THE WORKFLOW
The system, shown as the surfaces your team operates.
Less pitch, more product. These are the screens your ops team lives in once decision-heavy work runs as a governed system: the live case stream, the escalation queue, the observability layer.
01 · Live case stream
Every inbound case, triaged and routed in real time.
Cases arrive from your tools, get classified by rule + model, and resolve automatically, most in seconds.
Status carries the decision: resolved, routing, escalatedOpsAgent · case stream Live
Order #4231Address mismatch · East regionResolved0:02s
Shipment SH-9182Carrier delay · 48hr thresholdResolved0:14s
Return RT-2240Customer requesting expediteEscalated0:47s
Claim CL-1107Damaged in transitRouting1:23s
✓ Triaged in real timeAuto-routed Live
02 · Escalation & HITL
The rare case reaches a human, with context attached.
Uncertain or high-stakes cases land in a review queue carrying the full audit trail, so the human decides fast and the system learns.
Human-in-the-loop is a designed path, not a fallbackOpsAgent · HITL review2 queued
Return RT-2240Policy edge · expedite over thresholdReviewwhy?
Claim CL-1180High value · manual sign-offReviewwhy?
AuditRule v2.3 · confidence 0.61 · 3 similar cases
✓ Human-in-the-loopFull audit trail 2 queued
03 · Observability
Throughput, decision quality, and ROI, measured live.
The dashboard your ops lead opens every morning. Before/after baselines mean the wins are evidenced, not asserted.
OpsAgent · 24h activity Live
Cases processed1,247
Auto-resolved94%
Avg resolution3.2s
Projected valueBaseline
✓ Every resolution logged94% auto-resolved Live
03 / DELIVERABLES
What you walk away with.
A live workflow system, integration patterns, and the governance to run it.
DELIVERABLES MANIFEST
REF: OPS-AI-2026
05 ITEMS · CRYENX-LED
REF
DELIVERABLE
DESCRIPTION
STATUS
D-01
Production workflow automation system
Integrated with your existing CRM, ERP, ticketing tools, not parallel.
INCLUDED
D-02
Exception handling + HITL escalation logic
Routes uncertain cases to a human-in-the-loop queue with audit context.
INCLUDED
D-03
Observability dashboards
Real-time visibility for ops teams: throughput, decision quality, exception rates.
INCLUDED
D-04
Governance framework with audit trails
Every decision logged, every escalation traceable, every boundary enforced.
INCLUDED
D-05
Quantified ROI baseline + ongoing measurement
Before/after metrics so the wins are measured, not claimed.
INCLUDED
04 / WHERE IT APPLIES
Cross-industry application.
Operational AI is the most-deployed solution across our six industries: Logistics dispatch and exception handling, HealthTech billing and claim processing, FinTech back-office reconciliation, ManTech quality control workflows, Consulting Firms internal automation, PE Firms cross-portfolio operational standardization.
HealthTech
Billing · claimsFinTech
ReconciliationManufacturing Tech
QC workflowsConsulting Firms
Internal automationPE Firms
Portfolio opsBuilt for production. Observable. Governable. Auditable.
BOOK A STRATEGY CALL →
