PROCUREMENT, POWERED BY AGENTIC AI

Procurement delivered.
Expert people.
Agentic AI.

Experienced consultants, our supplier network and Vectron’s AI platform manage your procurement—from design requirements to supplier selection and delivery.

At your project office. At your head office. Alongside your team.

FROM REQUIREMENT TO READY

From your brief to a buying decision.

01

Understand the scope

Drawings, specifications and project requirements

02

Put agents to work

Retrieve evidence, prepare quantities and build RFQ drafts

03

Bring procurement judgement

Validate scope, qualify suppliers and evaluate offers

04

Make an informed decision

A reviewed recommendation, ready for your approval

Illustrative workflow · Your approvals. Your commercial control.
BUILT FOR COMPLEX PROCUREMENT
Construction / Infrastructure / Energy / Industrial operations

01 / THE SERVICE

You define the outcome.
We deliver the work.

A managed service, powered by our own software. Engage us for one critical package, a project portfolio or your corporate procurement function. We agree the deliverables, responsibilities and measures of success with you.

01

A plan that moves the project forward.

Turn project requirements into a sourcing strategy, package register and procurement schedule. Connect buying decisions to the dates that matter.

WHAT YOU GETProcurement strategy & package plan
02

The right suppliers. A stronger competition.

Access our extensive supplier network, qualify vendors for your scope and run structured enquiries with clear specifications and follow-up.

WHAT YOU GETQualified shortlists & tender packages
03

Clarity before you commit.

Compare bids on a like-for-like basis, resolve exclusions, prepare negotiations and put a clear commercial recommendation in front of your decision-makers.

WHAT YOU GETBid evaluations & award recommendations
04

Control beyond the purchase order.

Track supplier commitments, long-lead items and emerging risks. Bring project and corporate spend into view with regular reporting and escalation.

WHAT YOU GETRisk registers & procurement reporting

02 / PEOPLE WHO OWN THE WORK

In your office.
On your side.

Technology works best in the hands of people who know procurement. Our consultants work alongside your teams, at project offices or main offices, with experienced managers behind every engagement.

Build your procurement team
10+
Years of procurement experience

Our senior managers bring a track record of managing tens of billions of dollars in procurement and commercial contracts across Asia-Pacific (APEC markets), primarily in civil works and major infrastructure: metros, transport, energy and residential developments.

Expert-led, continuously developed

Qualified leaders train and manage our consultants in procurement practice and the effective use of AI through our internal Vectron platform.

Asian market expertise. Regional reach.

Deep market knowledge across Hong Kong, Australia and China, backed by an extensive supplier network. We connect local sourcing expertise with your technical, commercial and delivery requirements.

BEHIND VECTRON / OUR JOURNEY

Get to know the people
behind the work.

Meet us beyond the platform. Explore our milestones, the communities we are part of, and the conversations shaping what we build.

03 / AGENTIC AI, BUILT INTO DELIVERY

Inside our agentic AI.
Built for the work that matters.

Our platform combines tool-using agents, hybrid document retrieval, design extraction and deterministic calculations. Here is what each method actually does for your procurement team.

SOTA RESEARCH → PROCUREMENT PRACTICE

Keeping pace with the state of the art.

We monitor SOTA (state-of-the-art) advances in agentic AI and bring relevant techniques into Vectron’s internal software. Our focus is practical: better evidence retrieval, more capable procurement tools and reviewable outputs for the consultants delivering your work.

What we’re watching—and why it matters for procurement

Specialist agents, coordinated workflows

The 2026 Flowr preprint explores specialist agents and human supervision in retail supply chains. For construction procurement, the relevant direction is coordinating scope preparation, supplier research and exception handling under a manager’s oversight.

Read Flowr (2026)

Evidence and arithmetic, tested together

The 2026 ChemCost preprint evaluates agents on supplier quotes, quantity normalization and cost calculation in chemical procurement. It highlights why tool access alone is insufficient. For Vectron, source-grounded retrieval and deterministic bid calculations are already part of our approach.

Read ChemCost (2026)

These are external research examples informing our development direction. The capabilities below describe what is implemented in Vectron today.

Tool-using agents · ReAct-style execution

Agents that act on procurement records

The agent looks up project records, calls procurement tools and uses the results to choose its next step. It can build a saved RFQ draft from a brief, ready for a consultant to review. Sending is a separate, confirmed action.

Research foundation: ReAct

Hybrid RAG · keyword + semantic retrieval

Answers grounded in your documents

Exact-term and meaning-based search are combined through reciprocal rank fusion. Relevant specifications and historical quote lines enter the agent’s context with document, page or row references where available, so our team can check the evidence.

Research foundation: retrieval-augmented generation

Text + vector geometry + AI vision

From design information to quantities

Our PDF takeoff pipeline reads schedules, locates tags and combines geometric measurement with visual extraction. Quantities carry source information, confidence and review flags. A separate BIM workflow uses model properties to prepare BOQ records.

Explore the connected workflow

Deterministic calculations + AI interpretation

Bid arithmetic you can inspect

Dedicated code computes bid scores and flags price outliers and missing information. The agent explains those results using the quote evidence. Currency assumptions remain visible for review; commercial judgement stays with the procurement team.

Research foundation: modular reasoning (MRKL)
FROM DESIGN INTENT TO PROCUREMENT ACTION

Design integration meets business process management (BPM): agreed owners, milestones and review gates connect each step.

  1. 01Design inputs

    BIM, CAD, drawings & specifications

  2. 02Scope & quantities

    Reviewed requirements & BOQs

  3. 03Agentic workflows

    Research, sourcing & bid preparation

  4. 04Expert review

    Technical checks & commercial judgement

  5. 05Client approval

    Award decisions & commitments

These papers explain the methodological foundations. Our distinction is how we connect them to procurement tools, design information and expert delivery. Read the broader agentic RAG research survey (updated 2026).

Agentic assistance. Human accountability.

AI prepares, connects and flags. Our team reviews the evidence. You retain approval over awards, contracts and commercial commitments. The exact workflows and controls are agreed for your engagement.

04 / BUILT AROUND YOUR ROLE

Different responsibilities.
One delivery partner.

01

Asset owners

Bring oversight to capital programmes and corporate spend. Align procurement strategy, supplier governance and portfolio risk.

02

Contractors

Keep tender packages and long-lead procurement connected to your programme. Strengthen commercial evaluations and supplier follow-through.

03

Subcontractors

Add buying capacity where you need it. Source materials and specialist services, compare offers and coordinate supply with site requirements.

05 / HOW WE START

A clear scope.
A team ready to deliver.

Start with a conversation about your requirements. We agree the engagement, responsibilities and reporting before delivery begins.

01

Share your brief

Tell us about your business, locations, procurement challenges and key dates.

02

Shape the engagement

Together, define the scope, team, office presence, deliverables and measures of success.

03

Mobilise and deliver

Our consultants get to work with senior oversight, agreed AI workflows and regular progress reviews.

LET’S TALK ABOUT YOUR PROCUREMENT

Bring us the challenge.
We’ll bring the team.

Send your requirements, project or office location, and the dates that matter. We’ll discuss the right scope and delivery model with you.

Send your requirements yazid.elbouachi@vectron.dev
YOUR ENGAGEMENT CAN INCLUDE

Embedded procurement consultants

Experienced management & quality review

Vectron’s internal AI platform

Access to our supplier network

Project and corporate procurement support