AI & Workflow Orchestration for Complex Business Operations
We design systems that connect AI, APIs, workflows and human review into reliable end-to-end operations.
request → resolution
Automation usually breaks between the tools.
Most companies already have CRMs, ATS platforms, ticketing systems, AI tools, internal dashboards and automation platforms.
The problem is not another tool.
The problem is what happens between them: handoffs, exceptions, approvals, follow-ups, risk decisions, missing data, human review, and long-running processes.
Gilic Systems builds the orchestration layer between those systems.
Gilic Systems builds the orchestration layer — not another point tool.
We connect AI, APIs, existing tools and human review into a single operating layer. Connecting two apps together is a small part of that. The harder part — and the part most automation work skips — is what happens when a process hits an exception, needs approval, or has to wait on a person.
This is not:
- An AI chatbot company
- A generic automation agency
- A no-code integration shop
- A web development agency
What the layer actually covers
- Long-running processes
- Human approvals
- Exceptions
- Escalations
- State
- Audit trails
- Cross-system workflows
- AI governance
Systems
Four orchestration systems, each built for a specific operational problem.
Recruiting & Workforce Orchestration
Coordinates recruiting, candidate screening, onboarding, workforce operations and human review across multiple systems.
Compliance & Legal Operations Orchestration
Coordinates compliance reviews, evidence collection, document workflows, findings, deadlines and regulatory processes.
AI Agent Governance Layer
Controls autonomous AI agents through permissions, risk scoring, approvals, auditability and kill switches.
Cross-System Business Process Orchestration
Custom systems for BPO, MSP, customer operations, legal operations and complex multi-system workflows.
Not another automation. An operating layer.
- 01
Map the process
We document how the work actually happens today — including the exceptions and workarounds, not just the happy path.
- 02
Identify handoffs and failure points
Most breakage happens between systems and between people. We find where information gets lost or delayed.
- 03
Connect existing systems
We integrate with the CRM, ATS, ticketing tool or ERP you already run — orchestration sits above your stack, not instead of it.
- 04
Add AI where judgment can be safely augmented
AI handles screening, drafting, extraction and classification — the tasks where speed helps and errors are recoverable.
- 05
Keep humans in control where decisions matter
Approvals, risk decisions and exceptions route to a person, with full context, before anything becomes final.
Architecture
A single orchestration engine sits between your interfaces, your AI agents, your existing tools and the people who make final calls.
Typical technologies
These are building blocks, not the product. The value is the orchestration logic, governance and human-review model built around them.
Industries
Recruiting & EOR
Candidate intake, screening and human review coordinated across ATS, messaging and payroll/EOR handoff.
Compliance & Governance
Evidence requests, document review and remediation tracked from finding to close, with a full audit trail.
Legal Operations
Intake, document assembly and deadline tracking route to the right reviewer with matter context attached.
BPO & Outsourcing
Client requests are triaged, assigned and monitored against SLA, with exceptions escalated automatically.
Managed Services
Ticket intake, diagnosis support and client reporting connected across your PSA and monitoring tools.
Customer Operations
Inbound requests are classified, drafted and queued for agent approval before anything reaches a customer.
Technology Companies
Internal ops — support triage, onboarding, vendor review — connected without another point solution.
Case Studies
System prototypes we've built and demonstrated internally, clearly separated from client work.
AgentGov
System PrototypeGovernance layer for autonomous AI agents.
Signeth
System PrototypeCompliance and legal workflow orchestration.
Nexus
System PrototypeRecruiting and workforce operations orchestration.
SewaFlow
System Prototype / Product BuildBooking orchestration system using FastAPI, PostgreSQL and workflow logic.
Client Work
Coming soonClient case studies will be published here once an engagement is complete and the client has approved sharing results. We don't publish figures or logos we can't stand behind.
Verified Client Reviews
Verified Clutch reviews will appear here as the profile is established.
Founder
Kemal Gilic
Founder of Gilic Systems, focused on AI orchestration, workflow automation and operational system design.
Background
- Industrial Engineering
- Project Management
- Business Process Design
- Automation
- AI Systems
- Systems Thinking
Have a process that still depends on spreadsheets, inboxes and manual follow-ups?
Show us the workflow. We'll map where orchestration could remove friction without removing control.