Managed AI operations, end to end.
From the first workflow map to continuous improvement after launch, we design, build, integrate, govern, and operate AI agents inside your existing stack.
Operations overview
12 agents · 6 systems · Dubai
Active agents
12
+2 this week
Runs today
384
98% success
Exceptions
3
Awaiting review
Time saved
127h
This month
Active workflows
LiveInvoice reconciliation
ERP · Email · matched 47 invoices
KYC document check
CRM · Storage · 1 flagged document
Lease renewal pipeline
Property Mgmt · renewals queued
Tender screening
Portal · Email · scheduled 08:00
Exception review
High prioritySupplier VAT mismatch
Invoice AED 12,400 does not match the PO VAT rate.
AI Workflow Discovery
Map your operations, documents, systems, handoffs, bottlenecks, and approval logic. We find the workflows where AI creates real leverage before anything is built.
- Workflow map with system touchpoints
- Bottleneck and exception analysis
- AI opportunity score per workflow
- Recommended first agent
AI Agent Design
Define agent roles, tasks, constraints, tools, source knowledge, confidence thresholds, and escalation rules. Each agent is scoped to one real workflow.
- Agent role and decision logic
- Input/output specifications
- Confidence and risk rules
- Escalation paths
Systems Integration
Connect agents to email, ERP, CRM, chat, document stores, finance systems, and custom APIs. No migration and no new platform for your team to adopt.
- Connector configuration
- Webhook and API wiring
- Email and file ingestion
- Custom internal system adapters
Knowledge Base & Data Layer
Build secure operational knowledge bases from SOPs, policies, templates, documents, reports, and historical decisions. Agents operate from your rules, not generic assumptions.
- Document ingestion and parsing
- Policy and SOP indexing
- Approval hierarchy capture
- Version control and updates
Workflow Automation
Build multi-step workflows with triggers, validation, decisions, approvals, and outputs. Agents read, classify, validate, route, generate, and escalate.
- Multi-step workflow logic
- Trigger and schedule setup
- Validation and matching rules
- Output drafting and delivery
Human Governance
Design approval flows, audit trails, exception queues, permissions, and risk controls. Humans stay in control of high-judgment decisions and policy changes.
- Approval and escalation matrices
- Role-based access controls
- Exception queues and notifications
- Audit logs and replay
Managed AI Operations
Monitor, tune, improve, troubleshoot, and expand AI workflows after launch. We act as your AI operations partner, not a one-off project vendor.
- Performance and exception monitoring
- Prompt and rule tuning
- New workflow expansion
- Incident response and support
ROI Reporting
Measure cycle time, hours saved, manual touches removed, exception volume, accuracy, and business impact. Reports tie agent activity to outcomes you can act on.
- Cycle-time and throughput metrics
- Manual touch reduction tracking
- Exception and accuracy analytics
- Monthly business impact reviews
Start with one service line. Expand from there.
Book a Workflow Diagnostic and we will recommend the right service sequence for your operation.