Complete source previews
Valid bounded spread expressions remain visible.
ENTERPRISE
Decentralized AI
tailored for your organization.
From requirements call to POC to delivery and operations. We don't ship one-size-fits-all SaaS — we ship an AI substrate that runs in your data center and bends to your business process.
Delivery Process
Four steps, from call to launch.
01
Requirements Call
Free 30-minute call (phone or video) to scope core needs and boundaries
02
Solution Design
7 working days to deliver technical proposal, budget, milestones
03
POC
2–4 weeks to deliver a working POC running real workflows on real data
04
Delivery & Ops
Private deployment + training + annual operations support
8 customization areas
Compose what you need, pay for what you use.
01
UI Branding
Replace logo, colors, naming, splash screen — your brand throughout
02
Private Deployment
Full Docker / Kubernetes packs, fully air-gapped, zero external dependencies
03
Industry Skills
Healthcare triage, legal drafting, research assistant, financial compliance — deep customization per industry
04
U-Key Batch Issuance
Bulk key generation, management, revocation; integrates with corporate CA / HSM
05
SSO + SCIM
SAML 2.0 / OIDC login and SCIM configuration; outbound provider sync is unsupported and host capabilities require verification
06
Audit & Compliance
Full audit logs, automated SOC2 evidence collection, MLPS Level 3 reports
07
DLP + SIEM
Data-loss-prevention policy engine + CEF / LEEF / JSON log export to SIEM
08
Schema Extension
Extend the database schema for your business fields with ORM and migration tooling
Industry Track Record
Already deployed in production.
Manufacturing
Supply-chain collaboration, OCR data entry, AI reporting, Excel Git versioning
Healthcare
Triage assistance, case management, HIPAA-compatible isolation
Legal
Contract drafting, case-law search, deadline tracking
Research
Literature summarization, lab notebooks, multi-institution collaboration
Government
Intranet deployment, Chinese-domestic crypto algorithms, MLPS Level 3
Flagship Case · Manufacturing
ChainFactory Data Steward —
factory supply-chain AI collaboration
Move Excel into the browser, install AI in the factory. End-to-end digitization from receipt scanning to executive dashboards.
01 · BROWSER EXCEL COLLAB
OnlyOffice deep integration
Multiple users editing the same spreadsheet in real time, Socket.IO syncs cell-by-cell in milliseconds; saves auto-commit to Git for full history rollback and diff comparison. No Office install, no file shipping — all in the browser.
OnlyOffice · Socket.IO · simple-git
02 · AI TEXT-TO-SQL
Natural-language data queries
"What were last month's kg sales for product X?" "Year-over-year growth?" — AI auto-generates SQL against the operational SQLite, returns tables and charts. SQL knowledge not required.
Ollama / Anthropic · SQLite · Drizzle ORM
03 · OCR INTAKE
Snap-and-import receipts
Buyers photograph material orders / delivery slips on their phone — AI recognizes and structures the data into the database. End manual transcription, cut entry errors by 90%.
Vision OCR · structured schema · review workflow
04 · GIT VERSION CONTROL
Excel that knows how to undo
Every save auto-commits to Git — who changed what, when, all visible. End-of-month anomaly? Roll back to any prior version in one click.
simple-git · auto-commit · diff visualization
Use Cases
- · Supply chain / inventory: BOM, purchase orders, in / out flow
- · Production planning: schedules, capacity balance, bottleneck analysis
- · Cost accounting: unit cost, margins, automated reports
- · Quality traceability: batch info, defect statistics, root-cause search
- · Executive dashboards: multi-dimensional KPIs, AI Q&A, anomaly alerts
Service Commitments · Partnership
Standard SLA · multiple cooperation models.
Service Level Agreement · Standard
Response time
Initial response within 4 working hours
Major incident recovery
Within 24 hours
Version upgrades
Minor each quarter / major every 6 months
Security patches
High-severity within 72 hours
Remote support
7×8 (standard) / 7×24 (enterprise)
Partner with us · 5 partner types
System integrators
Co-build vertical solutions
Local government
Digital government & gov cloud
State-owned enterprises
Digital transformation & domestic adaptation
Universities & research
Joint research & academic collaboration
Open-source community
MCP / DID / PQC ecosystem
Cooperation Models
🏢
Private Deployment
☁
SaaS Subscription
🏷
OEM Branding
🛠
Custom Project
📦
SDK Embed
🔗
Integration Service
Or simply,
tell us what you need.
We'll respond within one working day with a free needs assessment.
2026-11-04 · Verified public release · CLI 0.166.141
CLI and IDE upgrade pairing
CLI 0.166.141 and Agent SDK 0.2.17 are public with verified bytes and provenance. Open VSX 0.37.177 recommends this CLI. The verified public JetBrains 0.4.194 still recommends CLI 0.166.141; its JAR payloads match the official build. Native product v5.0.3.144 is independently public.
Actionable read recovery
Reread hints follow the remaining source recovery allowance.
Shared evaluation scope
CLI and IDE share launcher-authorized exact file scope in isolated evaluations.
Public .138 retest: 2/4 accepted. verify-08 and verify-36 passed candidate tests but exhausted 20/20 author turns before review. All 80/80 physical requests have complete usage records. Sol original frozen-project history 41/45, previous .137 0/5 and the image follow-up 0/1 retain separate scopes. Accepted samples are skipped in later retests; engineering checks and publication add no model acceptance.
No new .141 model retest. Volcengine corrected .140 round: generation39/45, strict24/45; historical36/45,9 remaining, including verify-06 candidate-only qualification. Sol original frozen41/45, cross-version45/45 and separate repaired four2/4 remain distinct. NOT_PAID_READY / NOT_ADMITTED / HOLD remain. Microsoft Marketplace is deferred.