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AI SystemsTurn AI into working software inside your business
We design and ship enterprise AI systems end to end: practical demos before commitment, transparent delivery after kickoff, and long-term support after launch. Our team has led more than 400 software projects through implementation.
Project experience across finance, cloud, public service, nonprofit, and internet organizations
A standardized delivery path applied across 400+ software projects
Discovery
A 30-minute strategy call to clarify scope, risks, and timeline.
Clickable demo
Before full commitment, align on a working prototype rather than slides.
Engineering delivery
Milestones, changes, and acceptance criteria stay visible throughout.
Long-term support
After launch, we support operations, iteration, and model evaluation.
Real shipped work says more than a sales promise.
AI Recruiting Platform
100k+ resumes/month, scoring consistency above 92%
Smart Factory Operations
Planning cycle -40%, anomaly alerts ×5
Smart Industrial Park Platform
AI video analysis plus map-based operations
3D Mold Quoting System
Quotes reduced from 3 days to 30 minutes
Production-ready playbooks that shorten your decision cycle.
From AI document automation, OCR and computer vision to multi-plant inventory and drone battery swap — every playbook ships from a real delivery project.
AI Content Production Platform
Turn content production into a brand-consistent, multi-modal, multi-channel, reviewable AI assembly line — 12× monthly throughput, 96% brand consistency, 8+ channels in parallel.
Enterprise Knowledge Base RAG
A private RAG knowledge platform unifying Confluence, SharePoint, Notion, and shared drives — every answer cites sources, ACL is inherited, and data never leaves the enterprise. 92%+ top-3 hit rate, 60% faster onboarding.
Capital Markets Doc AI
Bilingual term checks, version diffing, and workflow automation for prospectuses, annual reports, and offering circulars — review cycles cut from weeks to days.
Handwritten Order OCR
Turn handwritten and scanned orders into structured ERP records — 96%+ field accuracy, multimodal validation, and direct write-back into your systems.
A delivery model designed for long-term value
From early validation to transparent delivery and post-launch support, our framework gives decision-makers clearer evidence, firmer control, and continuity throughout the software lifecycle.
Validate the approach before you commit
We turn business goals, operating constraints, and technical uncertainty into a practical solution direction, supported by a prototype or demonstration where it adds decision value.
Browse Solutions
A delivery process you can see
Our project-tracking App and mini program bring milestones, deliverables, issues, and decisions into one visible record, keeping stakeholders aligned from kickoff to acceptance.
Learn About the Tracking App
3-Year Bug Warranty
Long-term quality assurance for reproducible software defects attributable to the original delivery scope, with a traceable resolution record.
See Bug Warranty Policy
Get practical advice for your AI system
Tell us about your workflow, users, and existing systems. We will suggest a realistic starting point.
- For teams with a clear AI use case
- For projects that need knowledge, workflow, and system integration
- For teams that want ongoing tuning after launch