Local AI & on-premise deployment
Assess data boundaries, access, hardware and support needs to plan a model and data environment the business can manage.
01 / LOCAL AI & MULTI-MODEL INTEGRATION
Local AI.
Models working together.
We build around Local AI, connecting different AI models with enterprise systems. Language, vision, speech and retrieval models take complementary roles in workflows designed for evaluation and ongoing operation.
LOCAL AI · MULTI-MODEL · SYSTEM INTEGRATION01 CAPABILITIES
Connect deployment, models
and enterprise workflows.
LOCAL AI / ON-PREMISE
Multi-model integration
Connect language, vision / OCR, speech and retrieval models from different sources by task, with routing, orchestration and output validation.
Enterprise knowledge & system connections
Connect documents, knowledge bases, forms and existing systems, with sources, permissions and human review built in.
02 MODEL INTEGRATION
Different models.
One connected workflow.
Different models can serve different roles in one workflow. Define task and data boundaries first, then decide what runs locally, how it connects and who reviews it.
- 01
Define tasks & data boundaries
Set sensitivity, role permissions, inputs and intended outputs.
- 02
Give models complementary roles
Use document / vision extraction, speech-to-text, retrieval and language understanding where each fits.
- 03
Connect tools & enterprise systems
Bring model outputs into existing forms, knowledge bases and business systems.
- 04
Evaluate, review & improve
Measure quality and cost on representative tasks, with records and human approval.
Local models and approved cloud-model APIs can be assessed as needed. Model choice and compatibility require practical testing.
03 WORKFLOW EXAMPLES
Start with one workflow.
Make improvement tangible.
Illustrative workflows for potential co-development, assessed using your actual data and working practices.
Electrical, equipment or renovation teams · Site records and estimating inputs
- 01Capture the site
Organize voice notes, photos and survey records.
- 02Find relevant experience
Retrieve similar jobs and reference pricing.
- 03Draft the documents
Prepare report and estimate drafts, flagging open questions.
- 04Review and transfer
A team member checks the draft before updating existing tools.
INTENDED OUTCOMELess repeated searching and formatting, with human judgment retained.
Internal documents and operating knowledge · Find and reuse information
- 01Map the sources
Identify manuals, documents and recurring questions.
- 02Plan access
Define access by data type and user role.
- 03Retrieve with evidence
Provide references alongside proposed answers.
- 04Review and improve
Let the team validate answers and update knowledge.
INTENDED OUTCOMEMore traceable answers and easier knowledge handovers.
Reports, forms and daily paperwork · Connect repetitive tasks across tools
- 01Map the inputs
Confirm document types, tables and required fields.
- 02Extract and organize
Convert content to a consistent structure.
- 03Flag exceptions
Identify gaps, conflicts and items needing judgment.
- 04Approve and export
Produce a draft or update the agreed system after review.
INTENDED OUTCOMEMore time for review and decisions.
These are illustrative concepts. Scope, functionality and outcomes depend on requirements and data assessment.
04 DEPLOYMENT
Local at the core.
Deployment shaped by the task.
Choose around data boundaries, hardware, latency and maintenance. Any cloud use in a hybrid setup must follow the company’s data policy.
01 / LOCAL
Local first
Run suitable models and knowledge retrieval in the company environment, keeping designated data on premises.
02 / HYBRID
Hybrid collaboration
Keep sensitive data and core workflows local; use cloud models only for suitable tasks permitted by data policy.
03 / VALIDATE
Validate, then expand
Compare quality, latency, resource use and maintenance with representative data, then expand from one workflow.
LET’S BUILD SOMETHING LASTING
One conversation.
A longer perspective.
Explore Local AI, multi-model integration, or M&A and business succession in Taiwan and Japan.