Operational UI
Understand on-site judgment calls and exception handling, and design screens that can be used without hesitation in daily work.
Field implementationAI development service
From AI design and development to deployment in the field
FDE
Rather than handing over a model, we build the operation that actually gets used.
A Forward Deployed Engineer embeds on-site and implements the UI, integration with existing systems, business workflows, and the AI model end to end. The same team stays responsible through post-deployment improvement.
Talk to us about this service →Our approach to service delivery
We deliver a system that keeps getting used after deployment.
Key features
Supporting responsible operation
from the design stage.
Designed not around the number of features, but around the lines of responsibility needed to keep critical AI safe over time.
System integration
Connect safely to existing data infrastructure, authentication, core systems, and surrounding tools.
Workflows
Implement AI suggestions, human approval, rollback, and record-keeping as a single connected operation.
End-to-end delivery
Carry everything from problem discovery through design, development, deployment, evaluation, and improvement under a single line of accountability.
Adoption & operation process
From adoption
to ongoing operation.
Manufacturing / Finance / Operations central to society or business
Embedding on-site
Understand the real constraints from inside the field.
Implementing the operation and the AI
Implement the model and the operational experience at the same time.
Post-deployment improvement
Remain responsible for outcomes and safety after production deployment.
Things to confirm before adoption
What to clarify
before adoption.
These are items to confirm and design during adoption. They do not represent implemented features or results from any specific engagement.
- Business requirementsChecklist item
- UI and integration with existing systemsChecklist item
- Workflow designChecklist item
- Post-deployment operationChecklist item
AI development
Modeling your business's future at AI speed
End-to-end support from PoC to operation, powered by a research organization's advanced customization
Client companies
* Companies we regularly work with
Why clients choose Elith
Deep technical expertise from AI research
- Track record of accepted papers and published books
- End-to-end support from planning and requirements definition through deployment
Relentlessly pursuing deeper technology
- Ongoing research to stay current with the latest AI technology
- Knowledge built through conference presentations, accepted papers, and joint research
Applying technology to real business
- Developing AI tailored to on-the-ground challenges and turning it into something practical
- AI agents, computer vision AI, multimodal applications, and more
Deployed as a product in the field
- Supporting everything from a small start to full operational adoption, accelerating results
- Consistent support across development → validation → rollout
Elith's focus technologies
AI agents
- Analysis
- RAG
- Voice generation
- Optimization
- Text generation
Computer vision AI
- Anomaly detection
- Image OCR
- Image classification
- Object detection
- Image generation
Development process
End-to-end support from PoC to operation, powered by a research organization's advanced customization
Requirements definition
Put the challenge into words and define clear criteria for success.
- Operational interviews
- Defining success metrics
- ROI estimation
PoC
Run it in the field and measure the impact.
- Desk-based PoC (accuracy validation) → field PoC (operational trial)
Development
Turn the ideal workflow into reality.
- Operations design
- System development
- UI implementation
Operation
Ongoing support through to full operational adoption.
- Maintenance through to full operational adoption
- User support
- Ongoing support through continuous-improvement design
Case studies
Ongoing research to stay current with the latest AI technology
Manufacturing × AI agents
An agent that can converse with technical documents, combining R&D knowledge utilization with operational efficiency
An AI agent that converts data into 3D models
Construction × AI agents
Instantly search similar drawings and convert them to 3D, dramatically speeding up drawing processing
Development of an AI agent with optimized dialogue capabilities
IT × AI agents
Recreating emergency response with AI, generating conversation scenarios to accelerate practical training
Supporting the digitization of financial statements with high-precision OCR
Finance × computer vision AI
Digitizing financial statements with high precision, automatically reading account items into a database
Clients
Recovery International Co., Ltd.
JFE Engineering Corporation
RYODEN Corporation
Bring innovation to the future of your business.
We work closely with clients on their core challenges, supporting sustainable value creation through AI development and IP strategy. Feel free to reach out for an initial consultation.
