Private AI
Systems
Fast, Secure,
Budget-Aware
Founder-led design, implementation, and maintenance for teams that need useful AI without losing control of data, budget, or operations.
Private AI systems and evidence-built products in one place: Enterprise RAG, local or cloud agents, custom automation, secure integrations, dashboards, maintenance, AI Officer training, NOMEN, District Research, and complaint-built apps shaped by public review corpora.
Private AI
AI Systems
Architecture
Strategy, scope, model selection, and implementation roadmap
The system is designed around your data and constraints.
Enterprise RAG
Systems
Private knowledge bases, retrieval, agents, and dashboards
Company knowledge becomes operational infrastructure.
Local / Cloud
Deployment
On-premise, VPS, private cloud, or hybrid patterns
Deployment follows confidentiality, performance, and budget.
AI Officer
Training
Practical training for teams that will operate AI internally
People need workflows, not only tools.
The architecture follows the work: what the team needs to retrieve, what it can automate, and where a person needs to stay in control.
Confidential
Delivery
Cognitive Security
Built In
Every serious AI system needs a security layer: data boundaries, access control, monitoring, prompt-injection awareness, and human escalation.
Dedicated Cyber
Module
Security patterns designed into the AI workflow from day one
AI security is architecture, not a checkbox.
Access-Aware
Agents
Department permissions, scoped retrieval, and audit-friendly behavior
Agents should know their boundaries.
Maintenance
Retainers
Monitoring, updates, cost control, and workflow improvements
Private AI needs care after launch.
Commercial
Secrecy
Sensitive client data, business logic, and strategy stay protected
Confidentiality is part of the product.
Private AI also needs an operating model. Data access, integration boundaries, and maintenance shape what can be delivered responsibly.
Starting
Points
Scope, Budget,
Contact
Pricing depends on data sensitivity, integration depth, infrastructure, model/runtime costs, and maintenance load. Hardware and cloud are quoted separately.
AI Systems
Audit
Discovery, risk, data, and workflow mapping at a fixed price agreed upfront
A clean first step before implementation spend.
Private AI
Pilot
A controlled proof of value on one real process, scoped and priced before it starts
Small enough to test, serious enough to learn.
Enterprise RAG
or Agents
Custom quote based on data, integrations, users, and privacy model
Complex systems should be scoped, not guessed.
Contact
dan@district-ai.com, +40 723 577 692
Direct discovery for confidential projects.
From custom systems to focused products, the starting point stays practical: a clear problem, a defined workflow, and evidence that the result is useful.
AI-Built
Software
Websites, Apps,
CRMs and SaaS
Custom software built with agentic engineering: AI agents write and test the code, engineers own the architecture, security and review. Working prototypes in days, production releases in weeks. The products below were built the same way.
Websites +
Landing Pages
Fast, multilingual sites that search engines and AI answer engines can read and quote
SEO and AI-search readiness built in, not added later.
Web + Mobile
Apps
Customer portals, internal tools and mobile apps from one clear specification
Teams use a working prototype before committing to the full build.
Custom
CRMs
Built around your sales process and connected to email, ERP, invoicing and AI agents
One client, one history, one next step.
SaaS
Products
Multi-tenant platforms with accounts, roles, billing, audit logs and admin tools
From idea to first paying users without a large team.
Delivery
Pipeline
Specification, agent-written code, automated tests, human review and deployment
Speed comes from agents. Accountability stays with people.
Hosting +
Maintenance
Your servers or ours: monitoring, backups, updates and new features on retainer
The software keeps improving after launch.
The same method, applied to District-AI's own products: each one started from a real problem and shipped in weeks.
Evidence-Built
Products
+13 Live
District-AI Apps + Sites
A catalogue of NOMEN, District Research, the District-AI hub, and complaint-built apps, linked from the apex so humans and crawlers can reach the full product ecosystem.
NOMEN
100% Local / Private
AI File Search
100% local/private AI file search for Mac folders: images and documents become searchable without moving, uploading, or exposing files.
District Research
Public
Evidence Layer
The open study behind the product track: 64,871 low-star reviews across 24 paid-software categories, with methods, verdicts, limits, and rejected categories.
District-AI
Services & Products
Hub
The apex for private AI systems, services, contact, and the public product catalogue that links the full District-AI ecosystem.
Crewproof
Field-Service
Reliability
A job app for small trades crews that does not lie about crashes, sync, or photo upload state. Built from 7,682 low-star reviews across 58 field-service apps.
Paid Onsite
Mobile
Invoicing
Invoicing for contractors and small businesses: create, send, collect, and mark paid before leaving the customer. From 7,555 low-star small-business invoicing reviews.
Feedwatch
Bank Feed
Status
A budgeting app that surfaces bank-feed health up front and reconnects before silent failure corrupts the budget. From 4,179 low-star personal-finance reviews.
Bookkind
Client-Friendly
Booking
Booking software for salons, studios, and clinics where the client side is the product: no account, no app, one-tap rescheduling. From 3,093 low-star scheduling reviews.
Carryover
Portable
Notes
Notes built around leaving: lossless import, plain files, and ownership. From 6,214 low-star notes and PKM reviews, including migration and lock-in pain.
FieldProof
Job Evidence
Workflow
Offline-first job evidence and quote-to-cash for small field-service teams. From 1,129 one-to-three-star field-service app reviews across 8 apps.
Clockstead
Exception-First
Timekeeping
Timekeeping for hourly teams that records uncertain punches and routes resolution before payroll closes. From 956 low-star workforce app reviews across 8 apps.
Ledgerstead
Financial
Evidence Inbox
A financial evidence inbox for service businesses and bookkeepers, catching missing, duplicated, and uncertain proof before month-end. From 1,907 low-star finance app reviews across 8 apps.
Slotstead
Stable
Booking Core
Booking and deposit workflow for independent beauty and wellness teams with hard availability and portable client context. From 1,430 low-star appointment-booking reviews across 8 apps.
TenancyThread
Property
Exception Timeline
A shared exception timeline for rent, messages, maintenance, and repairs across small property portfolios. From 511 low-star property-management reviews across 7 apps.
District-AI° Private AI Systems
Private AI Systems.
Founder-led. Confidential.
Built for regulated and
creative teams.