Services — What we build
AI, built into
real software.
We build custom software and systems with AI at the core — AI integration, web and business systems, apps, and workflow automation. From requirements to operation, end to end. We subtract, not add: only what your work truly needs.
Development — AI-embedded custom software
AI Integration
AIEmbed generative AI, RAG, and agents into your products and internal tools. We design for real workflows — from proof of concept to production — with live demos you can try in the browser.
Web & Business Systems
SystemsCustom web and business systems — inventory, booking, CRM, core-system integration, internal platforms — built from requirements definition to operation, end to end.
Apps & Automation
AutomationMobile apps (iOS / Android) and workflow automation. We connect the tools you already use and remove the repetitive work between them.
Solutions by role
AI systems,by role.
Pick your department on the org chart, then your role — and see the AI system built for it.
Click a role to see the details below
Roles in Management
Roles in Sales
Roles in Marketing
Roles in Customer Support
Roles in HR
Roles in Finance & Admin
Roles in Manufacturing & Field
Roles in IT
Management ／ Executives & Corporate Planning
Executive Dashboard
An executive dashboard
Scattered numbers, aggregated into a single dashboard. No costly BI tools — decisions driven by figures, not gut feel.
See BI Tool Replacement →Sales ／ Inside Sales
AI Calling
AI outbound calling
From auto-dialing your lists to reception handling, appointment setting, live handoff, and transcription — an outbound-calling AI custom-built around your product.
See AI Outbound Calling →Sales ／ Field Sales
AI Sales Support
Meeting prep, minutes & proposals with AI
Pre-meeting research, automatic minutes, and AI drafts for proposals and quotes. Less deskwork around each visit — more focus on the deal itself.
See AI & system development →Sales ／ Sales Operations
Order Automation
Automated order entry
Eliminate double entry of quotes and orders with form / CSV integration. No more transcription errors — time back for checks and customer care.
See Operation Improvement →Marketing ／ Content & Social
AI Content Engine
Systemized content production
Theme design → AI batch generation → scheduled posting, as a system. Product copy at scale too — faster output with quality intact.
See AI & system development →Marketing ／ Analytics & Reporting
Marketing Dashboard
Auto-aggregated numbers & reports
Metrics scattered across channels, aggregated automatically with auto-generated reports. See what works at a glance and decide the next move fast.
See BI Tool Replacement →Customer Support ／ Inquiry Response
AI First Response
Automated first response (chat / email)
Repetitive inquiries answered 24/7. AI handles the routine, people handle the complex — a hybrid design that lowers the load while keeping quality.
See AI & system development →Customer Support ／ Knowledge & FAQ
RAG Knowledge
Grounded answers from your own docs
Load manuals and internal rules into AI, and generate FAQ answers grounded in your own knowledge (RAG). No more hunting — consistent answer quality.
See AI & system development →HR ／ Recruiting
Recruiting AI
AI-assisted recruiting
First drafts of job postings, first-pass resume screening support, and interview question lists. Hand the document work to AI and cut recruiting hours.
See AI & system development →HR ／ Labor & Training
AI Manual & Training
AI-built manuals & training
Turn veterans' verbal know-how into written procedures with AI. Auto-generate FAQs and checklists, and lighten handovers and onboarding.
See AI & system development →Finance & Admin ／ Accounting & Invoicing
AI-OCR Accounting
Automated invoice processing
AI-OCR reads invoices and drafts journal entries; monthly aggregation and reports run automatically. Redirect manual work and checking time to what matters.
See Operation Improvement →Finance & Admin ／ General Affairs & Approvals
Workflow Digitization
Digitized applications & approvals
Applications and approvals scattered across paper and email, digitized with progress in one place. Internal inquiries and manuals made lighter with AI.
See SaaS Replacement →Manufacturing ／ Production
Operation Improvement
Streamlined floor operations
Digitize manual work and paper forms; visualize and standardize progress. Turn "only they can do it" into "anyone gets the same result."
See Operation Improvement →Manufacturing ／ Quality & Reporting
Multimodal AI
Reports generated from photos & voice
Generate reports automatically from site photos and voice memos (multimodal AI). Far less time on records and reporting — more on the floor.
See AI & system development →Manufacturing ／ Inventory & Purchasing
Demand Forecast
Demand forecasting & auto-ordering
AI demand forecasts and automated ordering reduce both stockouts and excess inventory. Double entry of order data is eliminated too.
See Operation Improvement →IT ／ Internal Systems
System Development
Lightweight in-house systems
Where off-the-shelf SaaS falls short, we build lightweight, industry-specific systems — from requirements to operation and maintenance, end to end.
See system development →IT ／ Automation & Integration
Workflow Automation
Tool-to-tool integration & automation
Eliminate transcription and repetitive work between apps with workflow automation. Connect the tools you already use, and lighten cross-team work.
See Operation Improvement →Also
Operations Efficiency DX Package
Operation Improvement
OperationAutomate and standardize manual, person-dependent work — a system where anyone gets the same result.
BI Tool Replacement
DashboardReplace costly BI tools with an AI-driven dashboard — only the metrics you need, decision-ready.
SaaS Replacement
LightweightReplace heavy SaaS with a lightweight, industry-specific system you own.
FAQ