Aginies overview
Enterprise AI transformation: from pilot to production, end-to-end. What Aginies is, the problem it solves, how it works and who it is for.
Updated: September 2026What is Aginies?
Aginies is an enterprise agentic AI orchestration platform. Supervisor agents plan the objective, specialised agents act inside core systems; every step is traced, passes human approval where needed, and is costed. It is model-agnostic and runs on-premise, hybrid or in the cloud. It is not a chatbot; it is the single execution layer for all of the enterprise’s AI scenarios.
The thesis is simple: enterprise AI transformation must be handled from pilot to production, end-to-end. Most enterprises experiment with AI; very few run it in production, at scale, under control. Aginies was built to close that gap.
The problem: not technology, but reaching production
The real problem with AI is not the technology. Pilots impress; the path to production is usually undefined. Four failure modes repeat across enterprises:
- The PoC gap: the pilot works, the path to production stays undefined.
- Scattered initiatives: every unit trials its own tool; no enterprise coherence.
- Unmeasured value: the gap between “it works” and “it pays off” goes unreported.
- Governance gap: security, compliance and auditability are afterthoughts.
The offer: one accountable partner
A partner that owns enterprise AI transformation and runs it end-to-end. Three components under one roof; accountability in one place. Consultants do not come and go; the product is operated together.
| Component | What it provides | Why it matters |
|---|---|---|
| Expert team | Strategy, data, engineering and change management in one team | Scenario selection, build and operation stay with one team |
| The Aginies platform | Enterprise-grade agentic orchestration layer | Every AI workload on one execution layer; observed and governed |
| Sovereign infrastructure | GPU-as-a-Service inside national borders | Data and model control stay with the customer; scales without capital outlay |
How it works: four steps
Agentic AI runs real business processes in four steps. Every step happens on the same orchestration layer and is recorded in the same audit trail.
- Understand signals: inputs from applications, APIs, documents, voice and events become execution-ready tasks.
- Supervisor plans: the complex objective is decomposed into structured steps; responsibilities go to specialised agents.
- Agents act: knowledge is retrieved, documents processed, tools invoked, real operations triggered in enterprise systems.
- Everything is observed: agent decisions, latency, cost and tool usage are monitored and optimised with full visibility.
Product family
Platform Aginies is the umbrella product; the others are its modules. Every agent is built, observed and governed on one control plane.
| Product | Scope | Highlights |
|---|---|---|
| Platform Aginies | Orchestration core and control plane | Visual agent builder, Autonomous Agent, knowledge base, logs, dashboards, workspace separation |
| Voice Aginies | STT · TTS · ASR | Speech models trained for Turkish; call-centre SIP integration; on-prem serving |
| Code Aginies | Engineering teams | IDE registry, IDE extensions, in-house code completion, SDLC agent team |
| Hub Aginies | Model Hub · MCP Hub · proxy | Enterprise fine-tuned models, on-prem oss models, proxy with your own keys, approved MCP servers |
| Vision Aginies | Documents · images · masking | Invoice, contract and form extraction; damage photos; personal-data detection and masking |
| Workforce Aginies | Agent workforce, on demand | Roles such as iOS developer, business analyst, accountant and tester hired as agents; work log, shadow period, agent-month billing |
| Dialog Aginies | Dialogue UI | Web widget, mobile, WhatsApp; session memory; human takeover; per-message audit trail |
Production proof
The workloads running on Aginies today are not concepts. Production figures from the last 30 days:
- 12.4M+ executions in the last 30 days
- 97.2% success rate
- 1,840+ agents active in production
- 12,600+ agents across all deployments
Who it is for
Aginies is designed for large and mid-sized enterprises that want to move AI out of pilots and into production under control. The requirements of regulated sectors are part of the architecture.
- CIOs, CDOs and transformation leads: consolidating scattered initiatives on one platform
- Business unit leaders: measurable outcomes in customer, operations and finance processes
- Risk, compliance and internal audit: traceability and human approval for every decision
- Engineering teams: the agent library, the SDLC agent team and in-house code completion
The agent library covers fourteen sectors: banking, fintech and payments, insurance, retail and e-commerce, telecom, healthcare, manufacturing and automotive, logistics, energy and utilities, government and public sector, defence and aerospace, IoT and connected devices, enterprise functions and software delivery.