01 AI Solutions
View lineFrom a business problem to a system you can accept, run and hand over.
Enterprise AI services · Construction and overseas engineering
Enterprise AI, from leadership buy-in to production delivery
AICOAST (上岸智源) helps construction, engineering, bidding and consulting firms put AI to work on one real project first — then scale only what passes acceptance.
4–6 weeksTypical single-scenario pilot
5Enterprise service lines
2 working hoursResponse target on business days
Five enterprise service lines, one delivery method
02 AI Project Accompaniment
View lineOn-site, milestone-based support that leaves capability inside your team.
03 AI Computing Optimization
View lineDeployment shapes, data boundaries and computing cost that can be verified.
04 AI for Construction
View lineDrawings, quantities, estimating, overseas contracts and project reporting — AI-assisted delivery only.
05 AI for Bidding
View lineLower disqualification risk and higher bid throughput. No win guarantees.
06 AI Training
Visit gw.aicoast.cnLeadership bootcamps and role-based training, delivered in Chinese on our training site.
Why this work belongs on the agenda now
The tools are ahead of the workflows
Most firms already own takeoff, estimating or bid tools. The gap is how documents enter the workflow, how AI output is reviewed, and who accepts the result. That is a delivery question, not a model question.
Data boundaries decide what is possible
Drawings, bills of quantities, bid files and contracts are commercially sensitive. Private deployment, data residency and retention terms set the real ceiling on how AI can be used — and they need to be agreed before a pilot, not after.
Acceptance has to come before model selection
AI output is draft and prompt material. Engineers, cost engineers and bid leads remain the reviewers and signatories. Projects that define acceptance criteria first are the ones that survive production.
Overseas work raises both value and risk
FIDIC-based contract sets, multilingual technical documents and cross-border data need retrieval and workflow support. Local law and local counsel remain the authority; our tools help people find and organise, not decide.
How an engagement runs
- 01
Diagnostic
One or two working sessions with decision-makers and technical owners. Output: a shortlist of scenarios, data-readiness notes and a recommended pilot. A 'not yet suitable' conclusion is a valid result.
- 02
Pilot
One scenario, one project, one review chain. Output: workflow, prompts and SOP, test set, acceptance sheet, demonstration sample and a written review. Scope and review roles are named in the project confirmation.
- 03
Project
Multiple scenarios or departments, system integration and private deployment where required. Output: working system, knowledge base, permissions, training and acceptance report, delivered against milestones.
- 04
Accompaniment
Quarterly iteration on live use, knowledge-base maintenance, team training and capability transfer, so the method stays inside your organization.
Recommended first engagement
Start with a single, well-bounded project: the construction AI pilot
The pilot picks a single job — structuring drawing information into reviewable spreadsheets, checking drawings against your own review points, or turning site logs and meeting notes into weekly reporting drafts. Input and output stay in files, the reviewer is named, and the acceptance sheet is agreed before work starts. Quantity and cost workflows are available as assisted review only: a licensed cost engineer on your side confirms and signs.
- One scenario and one reviewer named before kick-off
- Files stay in your environment unless you approve a sanitised sample
- Deliverables you can inspect: problem list, mapping sheet, draft report, review record
- No stamping, no statutory deliverables, no accuracy claims
Scoped and quoted per project confirmation; no prices are published.
Evidence, with its authorization status attached
Demonstration sample · not a real project
Drawing-to-spreadsheet takeoff review
Built from public sample material to show input, review steps and acceptance checks. No client data is used and no performance result is claimed.
Anonymised lead
AI for Science project in optoelectronics
Carried out with a research university; project name, role and timeline are withheld pending authorization. No research outcome is claimed.
Service experience
Chief Marketing Officer agent for more than 20 SMEs
A service-experience figure only. Client list, revenue, conversion and ROI are not disclosed.
Anonymised lead
Domain model work in beauty and bio-genetics
Direction only: project roles, product names and metrics await authorization. No commercial, diagnostic or clinical outcomes are claimed.
Authorisation pending
Construction and bidding client cases
No construction or bidding client case is authorized for publication yet. Pilot records and client authorization come before any case card.
Two industry lines
AI for Construction
Takeoff review, drafting assist, cost estimating drafts, overseas engineering support and project reporting — for contractors, cost consultancies, design institutes and owners. Available in English.
quantity takeoff reviewdrafting assistcost estimatingoverseas engineeringproject reporting
View industryAI for Bidding
Tender document parsing, response matrices, technical-bid drafts and bid intelligence — for bid departments, agencies and public-procurement suppliers. Detailed content is available in Chinese.
tender document parsingresponse matricestechnical-bid draftsbid intelligence
View industrySelected reading
Acceptance criteria before model selection
Why the acceptance sheet decides whether an AI project survives production. Chinese article.
What an agent needs before production
Permissions, evaluation, hand-over and rollback — the gap between a demo and a system. Chinese article.
How to sequence an enterprise AI roadmap
From scenario shortlisting to project approval and delivery. Chinese article.
A case is not a slide deck
What acceptable evidence looks like when a client asks for proof. Chinese article.
Team
Our team includes five members with PhD or postdoctoral backgrounds. Full mentor profiles and titles are published on the Chinese team page and are verified one by one before any public claim; we do not list unverified titles here. As of 2026-10-20, unverified academic or institutional titles are not used in these English pages; the same rule is being applied to the Chinese team page (see the faculty title verification report).
Talk to us
AICOAST is a Chinese enterprise AI services company. English pages cover the construction and overseas engineering line; the Chinese pages carry the full service catalog and remain the source of truth.
Initial conversations are with decision-makers, engineering or commercial leads, and IT or security owners. Bring one live problem — a takeoff review, a bid package or an overseas contract set — and we will say plainly whether a pilot makes sense.
- Email: aicoast@foxmail.com
- Phone: +86 184 1089 0120
- Hours: daily 09:00–21:00 (UTC+8)
- Response: within 2 working hours on business days; first meeting arranged within 24 hours
- Offices: Mentougou HQ, Beijing (21F, Chang'an Tianjie office tower) and Haidian campus, Beijing (3F, Tower B, Haibo Office Building)
Frequently asked questions
Does AICOAST sell software or a platform?
We sell delivery, not software licenses: diagnostics, pilots, projects and accompaniment. We work alongside the tools your teams already use and prefer common formats such as Excel, PDF and IFC. Native engineering formats and platform interfaces are assessed per project — we do not claim official partnerships or official interfaces.
Can AI produce final engineering, takeoff or cost deliverables?
No. Our output is review material: problem lists, mapping sheets, drafts and review records. A licensed engineer, cost engineer or other qualified professional on your side reviews and signs; we do not stamp, certify or issue statutory deliverables.
Where is our data processed?
By default, drawings, bills of quantities, bids and contracts are processed in your intranet or a dedicated environment. We do not use client data to train models, and data can be exported or deleted at project end. Cross-border processing is evaluated first and agreed in writing before any overseas deployment.
Do you provide legal advice on FIDIC contracts or cross-border data rules?
No. For contract and cross-border questions we provide retrieval and workflow support — clause search, risk-point lists, bilingual document handling and draft correspondence. Legal conclusions, contract interpretation and compliance sign-off rest with your legal team, local counsel and the applicable local law.
Can you guarantee bid wins, cost reductions or accuracy?
No. We commit to process deliverables: a response matrix, a disqualification-risk list, a technical-bid draft, a takeoff review record. We do not guarantee bid results, savings, reduction percentages or fixed error rates, and we do not participate in bid rigging or price coordination.
Do you have construction client cases we can see?
Not yet authorized. No construction or bidding client case is cleared for publication at launch. We start with demonstration samples that are explicitly marked as not real projects, then pilot records, then anonymised cases, and finally client-authorized cases.
Is the English content equal to the Chinese site?
English pages cover the construction and overseas engineering line; the Chinese pages are the source of truth for all services and for company facts. Where a page is only available in Chinese, we say so and link to it rather than publish a machine translation.
How does an engagement start, and what does it cost?
It starts with a diagnostic and a written scope. Pricing is assessed by scope — scenario count, deployment shape, data preparation and review intensity — and is quoted in a project confirmation. We do not publish prices on the site; training programs are quoted separately on our Chinese training site.