AutonoMath for administrative scriveners (gyoseishoshi)

Subsidies + loans + permits + enforcement history in one query. Cut proposal time on construction, eldercare, freight, and waste-disposal cases to five minutes.

For permit-driven practices, search across 13,578 related subsidies, 108 loans, and 1,185 enforcement cases. Filter by region × industry × deadline; the 181 exclusion rules catch stacking failures up front. 50 anonymous req/month to test-drive.

Why AutonoMath

Four datasets in one call

programs + loans + enforcement + cases

For a permit case, retrieve "applicable subsidies + loans + enforcement history + adoption case studies" in a single call. Pipe the result into Claude or GPT to auto-draft the proposal.

181 exclusion rules

Detect stacking failures up front

"Monozukuri subsidy + business-restructuring subsidy" combinations for construction firms are pre-evaluated against 181 rules. Avoid the "filed in combination, denied later" failure.

Region × industry × deadline

Surface deadline-imminent cases

Filter by prefecture, JSIC industry code, and deadline date. "Tokyo × construction × within 30 days" pulls this month's cases for proposal agendas.

Primary use cases

1. Construction-license renewal + subsidy proposal

For a renewal site visit, target_types="construction" + prefecture in one call. Pull monozukuri subsidy, Construction Career Up System programs, and prefectural construction subsidies, and propose them alongside the renewal paperwork.

2. Eldercare designation filings + related subsidies

For long-term-care insurance designation cases, surface kaigo-shokuin processing-improvement add-on, special processing-improvement add-on, and ICT-introduction subsidies as related programs. Work-environment improvement subsidies attach naturally.

3. General-cargo freight startup support

Alongside the freight-license filing, pull truck-driver work-environment improvement support, work-style-reform promotion subsidies, and JFC freight-industry loans in one call. Loans are pre-decomposed across collateral / personal-guarantor / third-party-guarantor axes.

4. Waste-disposal licenses + enforcement history

For waste-disposal license cases, check enforcement history for competitors and counterparties (waste-disposal law, construction-business law) by corporate number, drawing from the 1,185 enforcement_cases.

5. Certified-support-organization linkage

When supporting a Management Innovation Plan or Advanced Equipment Introduction Plan certification (nintei-keiei-kakushin-tou-shien-kikan), surface the post-certification subsidies and tax incentives. Cross-link with monozukuri and business-restructuring subsidy certification requirements.

Start in 5 minutes

curl (anonymous, 50 free/mo)

curl 'https://api.autonomath.ai/v1/programs/search?\
prefecture=東京都&\
target_types=建設業&\
deadline_within_days=30&\
limit=10'

No signup, JST first-of-month reset.

Python (commercial, ¥3/req)

import httpx
# unified_id or program name both work (dual-key supported)
r = httpx.post(
  "https://api.autonomath.ai/v1/exclusions/check",
  json={"program_ids": ["P001", "P342"]},
  headers={"X-API-Key": "sk_..."}
)
print(r.json()["conflicts"])

181 exclusion rules (125 exclude + 17 prerequisite + 15 absolute + 24 other) flag conflicts.

Claude Desktop (MCP)

// claude_desktop_config.json
{
  "mcpServers": {
    "autonomath": {
      "command": "uvx",
      "args": ["autonomath-mcp"],
      "env": {"AUTONOMATH_API_KEY": "sk_..."}
    }
  }
}

Use regulatory_prep_pack for one-shot license groundwork.

Administrative-scrivener pricing

¥3/req metered (¥3.30 tax inclusive). 50 req/month anonymous and free.

Recommended interface pricing for administrative scriveners
Interface Free quota Paid (tax excl.) Tax incl.
API + MCP50 req/mo per IP¥3 / req¥3.30 / req
Professional-advisor affiliate (optional)Free signup¥3,000 / closed intro¥3,300 / closed intro
Embedded widget — Standard (optional)-¥10,000 / mo (10,000 req included)¥11,000 / mo
Embedded widget — Whitelabel (optional)-¥30,000 / mo (30,000 req included, no logo)¥33,000 / mo

Estimate: 30 cases/month → 10-20 req per case → 300-600 req/month → ¥900-¥1,800/month. Full pricing →

FAQ (administrative scriveners)

Can I find subsidies for a construction-license renewal?

Yes. Filter target_types="construction" + prefecture and you'll get monozukuri subsidy, business-restructuring subsidy, and prefecture-specific construction programs. Sort by approaching deadline.

How do I tie this to eldercare, freight, and waste-disposal licenses?

Filter by JSIC industry code and target_types: subsidies for eldercare operators, work-environment improvement for freight, labor-saving subsidies for waste disposal, etc.

What are the 181 exclusion rules?

Structured rules encoding relations like "subsidy A and B can't be combined" or "subsidy C requires prior certification D" — 181 total (125 exclude + 17 prerequisite + 15 absolute + 24 other). POST program_ids and you get back the conflicts.

How many requests per case?

Pre-research 5-10 + proposal drafting 5-10 → about 10-20 req per case. 30 cases/month gives 300-600 req → ¥900-1,800 (tax exclusive).

Does this work for Certified Management Innovation Support Organization cases?

Yes. monozukuri and business-restructuring subsidies require involvement from a certified support organization (nintei-keiei-kakushin-tou-shien-kikan). AutonoMath surfaces the related programs, and the affiliate registry lets you receive SMB inquiries.

Can I check enforcement history?

Yes. enforcement_cases (1,185 rows: construction-business law, real-estate brokerage law, waste-disposal law, etc.) is queryable by corporate number or name. Overlaps the VC / M&A due-diligence area.

Related audiences?

Tax advisors (shared client cases) and SMB owners (the inquiring party) overlap.

Roadmap

36 Kyotei (Article 36 agreement) template (beta, currently disabled)

Under Article 36 of the Labor Standards Act and the Certified Labor and Social Security Attorney Act, draft generation of 36 Kyotei documents is gated behind the AUTONOMATH_36_KYOTEI_ENABLED environment variable (default: False).

The feature is provided on the premise of supervision by a Certified Labor and Social Security Attorney (社労士). Every output carries a "⚠️ DRAFT ONLY: review by a 社労士 is required" disclaimer.

Roadmap: by 2026 Q3 we plan to recruit supervising partners and finalize the enablement conditions.

Get started

Operator: Bookyou Inc. (T8010001213708) · Cancel anytime, no minimums or termination fees · Legal disclosures (JP)