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ADGTech

ADGTech · Engineering the future of enterprise intelligence

Sovereign AI.Agentic Intelligence.Built for your world.

From proprietary language models and intelligent agents to secure AI infrastructure and enterprise-wide automation — ADGTech empowers organisations to build, deploy, and control their own AI future.

  • Sovereign AI
  • Agentic AI
  • AI-in-a-Box
  • ADG LLM
  • Enterprise RAG
  • Cybersecurity
  • Intelligent Automation
  • Enterprise Software

02 · Agentic AI — our major differentiator

Beyond chatbots. Meet autonomous enterprise intelligence.

ADGTech builds AI systems that reason, retrieve information, coordinate tools, execute approved tasks and collaborate across enterprise workflows — with people in control of every consequential decision.

Simulated run · not live systems

Instruction

“Identify qualified business opportunities, analyze requirements, prepare a proposal, and notify the sales team.”

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OrchestratorAgentToolHuman approval

Inspector

Run the workflow or select a node to see which agent is working and which tool it uses.

Activity log · demo

  1. Waiting for run…
  • Tool calling

    Agents call approved tools and APIs with typed inputs — never arbitrary system access.

  • Multi-agent orchestration

    An orchestrator plans work and delegates to specialised agents.

  • Memory & context

    Scoped working memory per task and governed long-term context.

  • Human-in-the-loop

    Consequential actions pause for review and approval.

  • Knowledge retrieval

    Grounded in Enterprise RAG with citations.

  • Access permissions

    Agents inherit the permissions of the user or service they act for.

  • Workflow monitoring

    Live status of every run, step and tool call.

  • Audit trails

    Every plan, tool call, input and output is recorded.

  • Agent evaluation

    Agents are tested against task suites before and after changes.

  • Safe execution

    Sandboxed tools, rate limits and policy checks before actions run.

  • Sales Agent
  • Marketing Agent
  • HR Agent
  • Finance Agent
  • Procurement Agent
  • Customer Support Agent
  • Document Intelligence Agent
  • Security Agent
  • Analytics Agent
  • Research Agent

03 · ADG Sovereign AI

AI-in-a-Box

“Your Models. Your Data. Your Infrastructure. Your AI.” A sovereign AI architecture and deployment offering for organisations that need control over models, data, deployment and operational governance.

Layer 3

AI Model Layer

Hosts and manages language and embedding models under your control.

  • Open-weight and fine-tuned models
  • Model registry and versions
  • Model routing
  • Inference serving

Connects: Runs on compute; used by knowledge, agents and applications.

  • On-premise

    Installed on infrastructure in your own facilities.

  • Private cloud

    Dedicated tenancy in a cloud region you select.

  • Dedicated infrastructure

    Single-tenant hardware operated for you.

  • Hybrid

    Private core with approved external services where you allow them.

  • Controlled / isolated

    Restricted-connectivity environments, subject to configuration and assessment.

Supported configurations are confirmed per deployment during architecture scoping.

04 · The six-phase OSS action plan

From a fine-tuning proof to sovereign AI.

Fine-Tuning Proof → Dataset Factory → Model Factory → Private Knowledge/RAG → Production AI Runtime → AI-in-a-Box. Each phase produces something usable, and each builds the next.

Input

  • Representative task sample
  • Candidate base models
  • Target hardware profile

Output

  • Fine-tuned adapter
  • Benchmark report vs. baseline
  • Go / no-go recommendation

Phase 1 of 6 · Roadmap

Fine-Tuning Proof

Prove, on your own hardware and data sample, that an adapted open model can do your task well enough to justify going further.

Technical architecture

Select an open-weight base model, set up a reproducible training environment, fine-tune with LoRA/QLoRA on a curated sample and run local inference against an evaluation set.

Key deliverables

Reproducible training environmentEvaluation dataset v0Quality assessment report
  • ▸Base model selection
  • ▸Environment setup
  • ▸LoRA / QLoRA fine-tuning
  • ▸Evaluation datasets
  • ▸Benchmarking
  • ▸Inference testing
  • ▸Model quality assessment

06 · Enterprise product ecosystem

One AI ecosystem. Built for the intelligent enterprise.

Every product runs on the same intelligence platform — adopt one, or connect them all.

Ecosystem architecture

  1. Applications

  2. Automation & Enterprise APIs

  3. Enterprise RAG / Knowledge

  4. AI Orchestration / Agentic AI

  5. Models

  6. Sovereign infrastructure

Agentic AI

Multi-agent orchestration with tools, memory, approvals and audit.

Integrated: shares identity, governance, models and knowledge with the rest of the platform.

Open Agentic AI
Live product

Securetest.ai

Integrated cybersecurity testing and assessment.

Explore Securetest.ai
Live product

ADGERP

Integrated business management on Frappe / ERPNext.

Explore ADGERP
Available by demo

ADG Automation Platform

Visual workflows with AI agents and human checkpoints.

Explore ADG Automation Platform
Available by demo

Digital Asset Management

Govern, find and reuse every digital asset.

Explore Digital Asset Management

08 · Industries & architecture

Built for institutions that cannot compromise.

Private deployment, governance and human oversight for the sectors where AI matters most.

Enterprise AI reference architecture

  1. 01Infrastructure
  2. 02Data
  3. 03Model Training
  4. 04Model Serving
  5. 05RAG
  6. 06Agent Orchestration
  7. 07APIs
  8. 08Enterprise Applications
  9. 09Monitoring
Explore the architecture

09 · Security, innovation & trust

Evidence over promises.

Security & trust

Deployment choice, access control, audit logging and a clear account of which controls belong to ADGTech, to your infrastructure provider, and to each product.

Visit the Trust Center

Research & innovation

Agentic systems, fine-tuning, retrieval, evaluation and AI security — the engineering behind the platform.

Explore research

Privacy by deployment

Keep prompts, documents and models inside the boundary you choose — on-premise, private cloud or hybrid, subject to configuration.

Sovereign AI

Discuss your AI architecture

Book a strategy session with ADGTech engineers — models, knowledge, agents, and where your AI should run.