№01
Surging cross-border ticket orders bottlenecked by manual ops
3x
Order throughput
№ 01Enterprise AI · The Last Mile
Wire AI Agents
into your existing
workflows
Not a demo, not a subscription.
A production loop shipped in 6 weeks.
Credentials
National Hi-Tech · 3×·CMMI·ITSS·8+ yrs enterprise
LINGXI · CHENGTU
Booking Agent · Order #ED-884219
Customer request
"Change my Apr 25 Qingdao flight to Apr 28, keep under ¥1,200, preferably after 8am."
Agent execution
Fetch travel policy · Lingxi KB
Airline re-ticket · 3 candidates
Rank by budget+pref · Pick A
Await finance approval (Chengtu client #F-8821)
Recommended A · rule-checked
CA1893TAOPEK
¥1,180
in budget
Policy passafter 8ame-itinerary
3.0×
Throughput
94%
Hit rate
2.1s
Avg latency
Private KB · on-prem data
Chengtu client · real-time
Trusted by
MNCs, central enterprises, SOEs, private companies —
all four tiers running with us
3届
National Hi-Tech
8年
Enterprise delivery
25+
Industry solutions
№ 02 · Focus & Boundaries
Our focus, and our boundaries
The greatest respect we can show a CIO is telling them upfront what we do well and what we leave alone.
What we focus on
- 01
The "last mile" of enterprise AI
We don't debate whether AI can work — we make it run inside your production systems.
- 02
Industry Skills on top of the strongest foundation models
We don't build foundation models — we make the best ones work for you.
- 03
Private knowledge & workflows into AI agents
On-prem deployment · data stays in-house · business rules stay in control.
- 04
On-site pairing + long-term operations
We don't sign off at demo — we own post-launch performance.
Our boundaries
- 01
—We don't build foundation models
We focus on industry Skills and engineering delivery — bringing the best models closer to your work.
- 02
—We don't sell generic SaaS subscriptions
We build private agents shaped to your workflow, not just a login to a generic tool.
- 03
—We don't sign off at demo
PoC is a starting line — we own runtime performance for 12 months post-launch.
- 04
—We don't take jobs we can't do well
If a scenario isn't our strength, we'll tell you — we only take on work that fits.
№ 03 · What we offer
Two product lines, one engineering foundation
A universal knowledge foundation × industry AI agents — each one grown out of a real customer need.
Foundation
Lingxi Knowledge Base
AI Knowledge Base
Multi-tenant isolation, RBAC, LLM-driven ingest, 6-step RAG, full observability.
Query
Qingdao 3-day trip, what's the cap?
Recall · 12· 0.18sRerank · 5· 0.09sVerify · 3· 0.11s
Tier-2 · Lodging ¥500/n · Meal ¥120/d · ≈ ¥1,860
[1] Travel Policy.pdf · p.12 [2] City Tiers.xlsx
Explore Lingxi KB
Focus 2026
Lingxi · Chengtu
Booking Agent
Travel / Airline
Turn manual ticket handling into AI-automated flow
Custom
Lingxi · Jiangzuo
Assistant Rollout
Cross-industry / Custom
Enterprise assistant rollout · industry Skill customization
Beta
Lingxi · Sizhang
Finance Agent
Finance / Accounting
Invoice OCR · smart reconciliation · anomaly alerts
GA
Lingxi · Yuanheng
Energy Agent
Energy / Power
8 years of energy ops · with AI anomaly diagnosis
№ 04 · Proof of Delivery
Flagship customers — real delivery
Four representative customers, from MNCs to central SOEs to private exporters — not a logo wall, the actual business loops we shipped.
№ 05 · How we work
From scoping to launch, in four steps
30 min → 6-week PoC → 12-month pairing. Each step has explicit deliverables and exit criteria.
00:30
W 01
W 06
M 12+
- 0130 min
Scoping call
Talk directly to product and solution architects — align on scenario and boundaries first.
- 021 week
Proposal & quote
PoC scope, milestones, pricing — grounded in your real data. We'll say so if it doesn't fit.
- 036 weeks
Ship the PoC
First closed business loop in production. On-site pairing. Hit rate / latency / cost tracked.
- 0412+ months
Long-term ops
We own runtime performance post-launch. Skills evolve, telemetry feeds back into the model.
We've published the full methodology — deliverables, exit criteria, and why we don't do monthly subscriptions.
Read the full methodology№ 06 · Why us
Why DataJoint
We weren't born out of the AI wave. We're an engineering team pushed into the AI era by long-standing customers.
№01
This is not our first time shipping software to a CIO.
Before becoming an AI Agent company, we shipped dozens of production systems in energy, travel, finance, and manufacturing. We know engineering delivery better than most 2023+ AI upstarts.
№02
Not deck imagination — requirements argued out with customer CFOs.
Every agent is born out of a real customer engagement. We can articulate every "small but hard" rule in ticket changes, energy anomalies, or finance reconciliation.
№03
AI is not a one-shot delivery — it is continuous tuning.
PoC is a starting line. We own hit rate, latency, and safety for 12 months post-launch. On-site pairing is how we turn "AI projects" into "AI products".
№ 07 · Next step
