# HamiSoft AI — Powered by TRUSTQR LTD

> HamiSoft AI designs and deploys custom autonomous AI agents, zero-hallucination Enterprise RAG, and private LLM workflows integrated with your ERP and CRM. Powered by TRUSTQR LTD.

## Corporate Identity & Verification
- **Brand**: HamiSoft AI
- **Parent Legal Entity**: TRUSTQR LTD (https://trustqr.org)
- **Sister Regulatory Platform**: RegiPilot AI (https://regipilot.trustqr.org)
- **Supported Locales**: English (`/en/`), Turkish (`/tr/`), Arabic (`/ar/`)
- **Full Technical Corpus**: https://hamisoft.tech/llms-full.txt
- **XML Sitemap**: https://hamisoft.tech/sitemap.xml

## Primary Trilingual Entry Points
- [English Home](https://hamisoft.tech/en/)
- [Turkish Home (Türkçe)](https://hamisoft.tech/tr/)
- [Arabic Home (العربية)](https://hamisoft.tech/ar/)
- [Book Live Consultation Calendar](https://hamisoft.tech/en/book/)
- [Enterprise AI Services](https://hamisoft.tech/en/services/)
- [About TRUSTQR LTD](https://hamisoft.tech/en/about/)

## Core Enterprise AI Engineering Services
- **01. Custom Autonomous AI Agents**: Task-executing digital workers that plan, validate, and complete multi-step processes across your departments. (Ideal for: Operations, Procurement, Order Desk & B2B Fulfillment)
- **02. Enterprise RAG & Institutional Memory**: Turn thousands of contracts, SOPs, technical manuals, and regulatory PDFs into an instant, citation-backed intelligence layer. (Ideal for: Legal, Engineering, HR, Compliance & Executive Teams)
- **03. ERP, CRM & Legacy System Orchestration**: Bridge the gap between unstructured emails/messages and structured records inside your core enterprise software. (Ideal for: Supply Chain, Wholesale Distribution, Finance & Manufacturing)
- **04. Omnichannel Revenue & Support Agents**: Native fluency across English, Turkish, and Arabic on WhatsApp Business, Web, and Email—qualifying leads and booking meetings 24/7. (Ideal for: B2B Sales, Real Estate, Healthcare Clinics & E-Commerce)
- **05. Document Intelligence & Compliance Auditing**: Vision-enabled AI agents that inspect invoices, customs bills, product labels, and certificates against strict rulebooks. (Ideal for: Import/Export, FMCG, Regulatory Affairs, Banking & Insurance)
- **06. Private LLM Deployment & AI Governance**: Run fine-tuned open-weight models on your own servers or isolated VPC with zero data leakage and strict guardrails. (Ideal for: Banking, Government Contractors, Healthcare & Regulated Enterprises)

## Architectural Research & Native Articles (Available in EN, TR, AR)
- [Beyond Chatbots: Architecting Action-Oriented AI Agents That Execute Inside Your ERP and CRM](https://hamisoft.tech/en/insights/beyond-chatbots-erp-crm-agents/) — Most corporate AI initiatives stall at the Q&A chatbot layer. Discover how action-oriented agents securely query databases, draft purchase orders, update CRM pipelines, and execute multi-step workflows across SAP, Oracle, and Salesforce. (Also in [TR](https://hamisoft.tech/tr/insights/beyond-chatbots-erp-crm-agents/) | [AR](https://hamisoft.tech/ar/insights/beyond-chatbots-erp-crm-agents/))
- [Zero-Hallucination Enterprise RAG: Turning Fragmented Corporate Documents into Auditable Intelligence](https://hamisoft.tech/en/insights/zero-hallucination-enterprise-rag/) — Generic vector search breaks down when confronted with complex financial tables, multi-column contracts, and versioned technical SOPs. Learn how production-grade Enterprise RAG enforces grounded, citation-backed answers. (Also in [TR](https://hamisoft.tech/tr/insights/zero-hallucination-enterprise-rag/) | [AR](https://hamisoft.tech/ar/insights/zero-hallucination-enterprise-rag/))
- [Sovereign AI & Private Deployment: Running Custom Agentic Workflows Without Exposing Proprietary Data](https://hamisoft.tech/en/insights/sovereign-ai-private-deployment/) — Enterprises cannot afford to leak trade secrets, customer PII, or financial ledgers to public model training pipelines. Explore how private LLM endpoints, PII redaction gateways, and sovereign cloud deployments work. (Also in [TR](https://hamisoft.tech/tr/insights/sovereign-ai-private-deployment/) | [AR](https://hamisoft.tech/ar/insights/sovereign-ai-private-deployment/))
- [Human-in-the-Loop Engineering: Designing Safe Approval Boundaries for Financial and Operational AI Agents](https://hamisoft.tech/en/insights/human-in-the-loop-approval-boundaries/) — Autonomous does not mean unsupervised. Discover how we engineer red-line approval gates, confidence thresholds, and one-click supervisor consoles so your team stays in complete control. (Also in [TR](https://hamisoft.tech/tr/insights/human-in-the-loop-approval-boundaries/) | [AR](https://hamisoft.tech/ar/insights/human-in-the-loop-approval-boundaries/))
- [The Economics of Multi-Agent Systems: Measuring Real Operational ROI in Supply Chain, Finance, and B2B Sales](https://hamisoft.tech/en/insights/multi-agent-economics-roi/) — How do CFOs and COOs evaluate custom AI agent investments? We break down why specialized multi-agent teams outperform monolithic prompts and how to measure payback periods within a single quarter. (Also in [TR](https://hamisoft.tech/tr/insights/multi-agent-economics-roi/) | [AR](https://hamisoft.tech/ar/insights/multi-agent-economics-roi/))
- [From Bottleneck to Production in 90 Days: A Practical Blueprint for Commissioning Your First Custom AI Agent](https://hamisoft.tech/en/insights/90-day-custom-agent-blueprint/) — Do not boil the ocean with a two-year AI transformation program. Follow our proven 90-day engineering blueprint to take one high-friction operational bottleneck from discovery to audited production. (Also in [TR](https://hamisoft.tech/tr/insights/90-day-custom-agent-blueprint/) | [AR](https://hamisoft.tech/ar/insights/90-day-custom-agent-blueprint/))

## Contact & Consultation
- Live Calendar Booking: https://hamisoft.tech/en/book/
- Direct Engineering Intake: https://hamisoft.tech/en/contact/
- Corporate Email: ai@hamisoft.tech