How ComingTechs works

Services designed for hard engineering, AI, and market-entry decisions.

Advisory that is technical enough for builders, commercial enough for leadership, and grounded enough for regulated environments.

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Best-fit situations
  • You have AI momentum but no trustworthy path to production.
  • Your product lives inside healthcare, privacy, or quality constraints.
  • Japan or APAC execution depends on better technical leadership alignment.
  • You need principled advice from someone who has already shipped this class of work.
Engagement models

Fractional Role

Hands-on leadership for healthtech, AI, and platform programmes that need experienced direction without a full-time executive hire.

Advisory Retainer

Ongoing decision support for founders and executives navigating product, architecture, compliance, and delivery tradeoffs.

Project

Fixed-scope interventions for architecture reviews, operating model design, AI readiness, and regulatory delivery planning.

Assessment

Fast, evidence-based audits that show what is solid, what is risky, and what should happen next.

Workshop

Focused working sessions for executive alignment, team calibration, and innovation planning.

Service map

Five focus areas, fourteen ways to get help.

AI & Data EngineeringHealthcare & Regulatory ComplianceJapan & Asia-Pacific MarketsInnovation & Engineering LeadershipStrategy & Advisory
01

AI & Data Engineering

Service

Healthcare AI Implementation Advisory

From idea to production in clinical and regulated environments.

When this is useful: Use this when you need a technical and operational plan for shipping AI beyond the demo phase.
Service

AI Readiness Assessment

A realistic view of data, team capability, governance, and delivery constraints.

When this is useful: Best for organisations deciding whether they are ready to invest seriously in AI.
Service

LLM & AI Agent Architecture Review

Architecture critique for reliability, privacy, observability, and business fit.

When this is useful: For teams already building with LLMs that need harder technical scrutiny.
02

Healthcare & Regulatory Compliance

Service

ISO 13485 Implementation for Software Teams

Translate quality-system requirements into delivery practices engineers can actually follow.

When this is useful: Designed for software-heavy teams shipping into medical or adjacent regulated spaces.
Service

ASEAN Health Data Privacy Architecture

Practical guidance for handling patient and health data across Singapore and the wider region.

When this is useful: Useful when privacy architecture is becoming a blocker for product progress.
03

Japan & Asia-Pacific Markets

Service

Japan–APAC Engineering Bridge

Align Japanese stakeholders and regional product or engineering teams without losing nuance.

When this is useful: Ideal when cross-border execution is breaking down in translation, cadence, or expectations.
Service

Distributed APAC Engineering Team Setup

Team design for multi-country delivery across time zones, cultures, and maturity levels.

When this is useful: For leaders building regional engineering capability with speed and clarity.
04

Innovation & Engineering Leadership

Service

Fractional CTO — Digital Health & AI

Senior technical leadership for companies that need product, platform, and people direction together.

When this is useful: Good fit when the problem is not just architecture, but leadership bandwidth and prioritisation.
Service

Corporate Innovation Programme Design

Structure experiments, decision gates, and operating conditions so innovation can survive contact with the organisation.

When this is useful: Built from firsthand experience taking internal ventures through repeated POCs to launch.
Service

Engineering Leadership Coaching (1:1)

Thought partnership for engineering managers and technical leaders operating under real pressure.

When this is useful: For leaders growing into larger scopes, harder teams, and more political environments.
Service

Scientific Rigor Applied to Engineering Culture

Bring hypothesis thinking, measurement discipline, and honest failure analysis into software teams.

When this is useful: Useful when teams need better judgment, not just more process.
05

Strategy & Advisory

Service

Cloud Architecture Review & Strategy

Independent review of platform design, cost posture, resilience, and technical debt.

When this is useful: Best when leadership needs a clear architecture decision without vendor theatre.
Service

Technology Due Diligence

Technical risk analysis for investors, acquirers, and executive sponsors.

When this is useful: Built for high-stakes decisions where shallow diligence is dangerous.
Service

Speaking & Executive Workshops

Keynotes and working sessions on healthcare AI, Japan-APAC leadership, and engineering practice.

When this is useful: For leadership teams and events that want substance over generic futurism.
Working rhythm
01

30-minute intro call

Clarify the challenge, constraints, and success criteria.

02

Proposal

A focused scope with deliverables, timeline, and expected outcomes.

03

Engagement

Direct work with the principal consultant, no handoff layer.

04

Delivery & follow-up

Outputs tied to real decisions, operating changes, or shipping milestones.

Best starting point

The right entry point is a real conversation.

If you are unsure which service fits, that is normal. Start with the challenge, not the label.

Book a 30-min call About the practice →