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For leaders who feel training and one-off tools don't change the field. We pick your most time-consuming task, show a working PoC for free, and implement it until it's used.
10yr+
Digital support track record
200+
Companies supported
Free
Try it as a PoC
What is FDE
FDE (Embedded AI Implementation) is a service where an engineer embeds in a company and carries AI end to end—from task inventory to implementation, adoption and self-reliance—actually changing the field that training and one-off tools cannot.
Is your AI stuck at one of these points?
We solve, on-site, the common reasons AI never actually sticks.
Training didn't change the field
It made sense on the day, but next week nothing changed—only slides and notes piled up.
The tool isn't used
It didn't fit your workflow, so only a few people use it. It never sticks; only the cost remains.
Not sure what to automate first
Checking, transcribing, chasing, quoting… you can't decide which task to automate, and how far.
No one in-house can implement
You reached a PoC, but no one internally can carry it to production and operation.
Four steps of embedded work
We leave no external dependency; the goal is your team running it themselves. Phased to minimize risk.
Inventory
1–2 weeksWe embed, interview and analyze your most time-consuming tasks, and prioritize by impact.
Free PoC
1–2 weeksWe build a working prototype for one task and show it in a short video. No cost, no contract.
Implement & adopt
1–3 monthsWe implement on real data and stay until it's used on the ground. Decisions cross-verified by multiple AIs.
Self-reliance
OngoingWe untangle external dependencies and leave a structure your team can run and improve—training people if needed.
Real results, driven by AI on the ground
All figures and details are from real engagements. Some are anonymized to the industry for confidentiality.
Brought an overseas medical app to Japan, on-site to self-reliance
Resolved a stalled Japan side that depended on HQ, by a full task inventory and a redesign of access rights. Led release prep in an order that preserved existing UX. Technical decisions cross-verified by multiple AIs to eliminate errors. (Anonymized to industry; ongoing since Mar 2026.)
Redesigned a power-auction company's acquisition from real data
Analyzed real search data and identified a structure over-reliant on brand queries with almost no commercial keywords. Designed a two-stage roadmap of domain consolidation and category dominance. (Anonymized to industry; improvements in execution phase.)
Built an in-house base to run AI safely, without stopping
Built a Claude Code-centered dev flow and a deterministic gate that machine-verifies outputs against primary data—detecting AI's factual errors and over-reporting—establishing 24/7 autonomous operation in-house.
Pricing
Start with a free PoC. Ongoing work is quoted per scope. Decide after you see it work.
Free PoC (Trial)
We turn one of your most time-consuming tasks into a working prototype.
- Task interview
- Working PoC
- Demo video
- No cost, no contract
Spot implementation
We implement one chosen task until it's actually used on the ground.
- Requirement inventory
- AI implementation
- On-site adoption support
- Measured impact
- Operating procedures
FDE embedded (ongoing)
An engineer stays embedded, automating and improving across multiple tasks.
- Multi-task implementation
- Weekly improvement cycle
- Cross-verified decisions
- In-house enablement
- KPI management
FDE training / referral
Train your staff into FDEs, or refer external FDEs to scale your capacity.
- Training on real projects
- Certification / OJT
- External FDE referral
- Subsidy consultation
- Roll-out to multiple sites
Difference from training / one-off tools
We solve the 'never sticks' problem of training and one-off tools with embedded implementation.
| Item | Radineer | Training / one-off tool |
|---|---|---|
| Goal | The work changes and sticks | Delivering knowledge/tools |
| Engagement | Embedded, implementing | Lecture, then done |
| Deliverable | Something that actually runs | Slides / accounts |
| Implementation | Engineer does it directly | Left to you / another vendor |
| Adoption | We stay until it's used | Up to the trainee |
| Getting started | See a free PoC first | Contract / fee first |
FAQ
Common questions about FDE (embedded AI implementation). Feel free to ask anything else.
QWhat is an FDE?
AForward Deployed Engineer—an engineer embeds in your workplace and carries AI from implementation to adoption and self-reliance, end to end.
QIs the PoC really free?
AYes. Tell us one of your most time-consuming tasks and we build a working prototype for free and show it in a short video. No cost, no contract.
QHow much does it cost?
AAfter the free PoC, ongoing work is quoted per scope. You decide after seeing it work.
QWhat if we have no engineers?
AThat's exactly our audience. An engineer embeds and handles implementation. We can also support in-house enablement.
QWhich industries do you serve?
AFrom construction, professional services and B2B, to bringing medical products (SaMD/health-tech) into Japan.
QCan you handle regulated / medical fields?
AYes—we've supported an overseas medical app's Japan entry on-site. AI never makes diagnoses or medical judgments; we design around pharma and privacy regulations.
QHow is this different from just training or a tool?
ATraining and one-off tools tend not to stick. We embed, build something that actually runs, and implement it until it's used.
QCan you work online?
AInterviews and reviews can be online; we go on-site as needed.
For other questions, or to discuss the best approach for your company, please get in touch.
Tell us one task that eats the most of your time
We'll build a prototype for it for free and show it working in a short video. No cost, no contract—decide after you see it.
Contact us