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AI consulting

Make AI your most practical productivity engine not another concept on a slide.

We start from your annual business goals, then go deep into departmental workflows — from strategy diagnosis and hands-on install, to building a dedicated AI system.

We do not sell generic tools. We tailor to your commercial objectives.

Choose your lens, then continue

Choose your role. We will show the perspective and next step that fit you:

In the AI wave, how do you make sure every IT dollar turns into a business result?

Most AI tools are scattered and unintegrated, so staff use them for bits of admin — not core competitiveness. We start from your annual OKRs/KPIs, work backwards through the business chain, and find the 20% of automation with the most leverage.

Number of departments3

Total team size40

Share of time on repetitive data / document work30%

—

Estimated hours released per year

25% – 40%

Estimated operating lift

Suggested move: start with cross-department data flow and automated workflow stitching.

Strategy first

Every AI plan is aligned to annual company goals. No tool-stacking for its own sake.

Security and compliance

Sensitive commercial data stays in a closed, controlled architecture — never uploaded to public models.

Architecture that can grow

From lightweight tools to enterprise APIs and fine-tuned systems, matched to your stage.

Book an AI feasibility workshop ↓ Next: the four-stage advisory process ↓

Give your team leverage: turn tedious process into an automated workflow

You already know the daily bottlenecks. We act as a specialist IT advisor inside those workflows, then deliver an enterprise-grade AI feasibility and ROI report so you can drive the change with evidence.

Department AI scenario matrix — pick a function, then open a pain

Ready-made pathStand up an automated API workflow and cut ~80% of manual re-keying. Advanced integrationIf formats are messy, we build a dedicated AI extraction system.
Ready-made pathConnect existing sources into a recurring summary pack. Advanced integrationIf metric definitions differ, we add a dedicated data layer and dashboard.
Ready-made pathPipe ads, site, and CRM into one comparable readout. Advanced integrationExtract signal from unstructured assets — images, meeting notes.
Ready-made pathAutomate first-pass screening, scheduling, and notices. Advanced integrationIf roles are complex, we build dedicated parsing and match scoring.
Ready-made pathStand up an internal Q&A over your existing document set. Advanced integrationAdd permission tiers and source citations so answers can be audited.
Ready-made pathChain checklists, signing, and system access into one flow. Advanced integrationConnect HR and identity systems to cut manual provisioning.
Ready-made pathKnowledge-backed assist that shortens first-line handling. Advanced integrationConnect order / ticket systems so answers include live status.
Ready-made pathMake common clauses and past quotes searchable in a workflow. Advanced integrationDedicated extraction of key terms from unstructured contracts.
Ready-made pathSync key fields into a system of record via API workflow. Advanced integrationIf systems cannot connect directly, we add a mediated, permissioned layer.
Ready-made pathAuto-classify tickets and suggest related documents. Advanced integrationTie suggestions to repo / monitoring context.
Ready-made pathFix spec output and version filing into a workflow. Advanced integrationAI diff of specs to flag conflicts and gaps.
Ready-made pathAutomate the reconciliation cadence with ready-made integration. Advanced integrationIf the logic is special, we build dedicated exception handling.

01 Foundation

Feasibility study and guide

Department interviews, workflow mapping, a full AI adoption report, and install guidance.

For teams that want a pilot or a small feasibility test first.

02 Guided install

Implementation and coaching

Includes the foundation report, plus environment setup, integration, staff training, and hands-on coaching.

For departments that need a specialist IT team to walk the rollout.

03 Custom

A dedicated AI system

When off-the-shelf tools are too fragmented: a dedicated AI system, API connections, and database integration.

For special business logic, cross-system integration, or high data-security needs.

Submit department pains for a tailored quote ↓ Next: the four-stage advisory process ↓

A structured B2B advisory sequence

01

STAGE 01 Strategic alignment

Align with leadership on annual goals, KPIs, and which workstreams come first.

02

STAGE 02 On-site discovery

Sit with teams to see real work, the tools they use, and where process breaks.

03

STAGE 03 Roadmap and report

An AI feasibility report: software choices, architecture, expected ROI, and staged pricing.

04

STAGE 04 Implement and build

Environment setup and system connections; if generic tools stay fragmented, we build and train on a dedicated system.

Last step: choose how to start ↓

Ready to bring AI into how the company actually works?

Start with a senior diagnosis, or send the facts we need for a staged quote. Either path is a real next step.

Path A Start now

Enterprise AI feasibility workshop

For decision makers who want a senior advisor in the room to sort strategy and architecture quickly.

One hour, 1-on-1 with a senior IT advisor (online or in person). Map 1–2 core department workflows and AI feasibility. You leave with a draft direction and technical-architecture note.

Fee: HK$ 4,800

Fully creditable: if you proceed with a foundation, guided, or custom engagement, this fee is 100% credited.

Path B Get a quote

Send current state and pains

For department or project leads who need a cost range for internal discussion first.

Tell us team size, tools in use, and the main process bottlenecks. We reply within 24 hours with an initial view and a staged quote.

Fee: free assessment and quote

Questions we hear first

Generic tools help individual admin work. They do not automate cross-system business flow. We fold AI into your databases and existing systems so the upgrade is at team level.
It depends on how many departments we assess, team size, and whether you need a report and guide, hands-on install, or a custom system. Pricing is staged and transparent.
Security is planned at the start: enterprise permissioning and API isolation. Data is not uploaded to public models for training.