カスタム AI
For the problems no off-the-shelf tool fits.
Some of the biggest savings hide in processes unique to your business. We design and build AI systems around exactly how you work.
The shape of results
- Claim document review
- 40 minutes0 min
- Quote preparation
- 3 days0 hrs
- Contract first-pass review
- 2 hours0 min
From implementations in this area, measured against each client's own baseline.
The problem, in your words
A process everyone says can't be automated
Every vendor demo ends the same way: it handles ninety percent of your process, and the missing ten percent is the part that makes you money.
Knowledge locked in a few people's heads
Two people in the company can price a complex job correctly, and both of them are booked solid. When either one is on leave, quoting slows to their return date.
Documents and data too messy for standard tools
Scanned forms, supplier PDFs in five formats, handwritten notes in the margins: the documents your business actually runs on were never designed for software.
Software vendors who almost fit, but never quite
The answer exists somewhere: in an old email, a veteran's memory, a folder nobody opens. Finding it takes longer than redoing the work.
What we implement
Custom AI assistants
Trained on your documents and rules, answering the way your best person would.
Trained on your documents, your rules, and your exceptions; generic knowledge is the starting point, not the product.
Specialized document processing
Industry-specific paperwork read, extracted, and validated automatically.
Reads the formats your suppliers and regulators actually send, including the ugly ones.
Process-specific models
Pricing, scheduling, quality checks: models built for your exact decision.
Built around one decision you make repeatedly, tested against how your best people make it.
Internal knowledge systems
What your veterans know, captured and searchable for everyone.
Grows from the documents and conversations you already have; nobody writes a wiki.
What improvement looks like
The shape of results from implementations like these, not a promise about yours.
Insurance services
Claim document review
Review time collapses because extraction and first-pass checks run before a person ever opens the file.
導入前
40 minutes
導入後
3 minutes
Construction
Quote preparation
Quotes go out in hours because the pricing logic your veterans carry is now applied automatically to every request.
導入前
3 days
導入後
4 hours
Legal services
Contract first-pass review
First-pass review shrinks because the system flags the clauses worth a lawyer's attention.
導入前
2 hours
導入後
15 minutes
Manufacturing
Defect triage time
Triage is minutes because defect patterns are matched against every case the company has ever seen.
導入前
2 hours
導入後
9 minutes
How the first 90 days run
Every engagement is shaped in the analysis, but this is the usual rhythm for this area.
Weeks 1–2
Baseline the process
We sit with the people who do the work and measure how the process actually runs, exceptions included.
Weeks 3–6
First working version
A working system handles real cases side by side with your team, and its output is scored against theirs.
Weeks 7–10
Tuned on your edge cases
The gap between the system and your best person closes case by case, on your data, until the numbers hold.
Weeks 11–13
Running in the flow
The system takes the volume, your experts take the exceptions, and the baseline from week one measures the difference.
Signs it's time for next-level efficiency
Build a resilient, scalable operation that keeps running without depending on any single person
Turn your software research into real ROI with a solution built for your process
Handle your most complex, specialized document workflows with ease
Recognize these challenges? Let's map out how much speed, efficiency, and margin you can gain.
無料分析を受ける