Singapore · AI Consulting · 2026

Tipping Point Labs

AI That Actually
Works For Your
Business.

Book a Free AI Session Our Services

A tipping point is the moment when small, deliberate changes accumulate into a lasting shift in how a business runs. Tipping Point Labs applies that idea to AI for Singapore's SMEs, identifying where AI can be built into daily operations and implementing it so the business actually uses it.

Tipping Point Labs is founder-led, carrying each engagement from scoping to delivery, with a background in data science across global financial services and Singapore government agencies. For security and infrastructure, the firm draws on an advisor with a background in cybersecurity and intelligence analysis, brought in when an engagement requires that depth.

We do not sell tools or chase trends. We work with SME owners who want AI built into how their business actually runs.

The Problem

Most SMEs Are Stuck at
Surface-Level AI

Most SMEs already use AI. Few get proportional value from it.

If your best employee left tomorrow, how much of what they know would your AI know?

The answer is almost always nothing. Using ChatGPT or Copilot as a search engine is a starting point, and most organisations stop there.

AI does not know your business

Every chat starts from zero, with no memory of your clients, pricing, history, or SOPs.

Your data is not powering anything

Fragmented data across systems limits AI to generic answers rather than business-specific ones.

No workflow integration

Staff switch between AI tools and their usual systems, which limits and flattens the productivity gains.

Security is an afterthought

Employees paste sensitive client data into public AI tools, often without realising the risk.

No measurement or governance

It is often unclear who is using AI, or whether it is actually working.

No consistency or quality control

Different staff prompt AI differently and get inconsistent outputs, with no standardisation or guardrails.

14.5%
of Singapore SMEs have adopted AI, up threefold in one year (IMDA)
52%
average cost savings for SMEs using AI-enabled solutions (IMDA PSG data)
85.5%
of SMEs have not yet adopted AI at all, the gap competitors can close first

What We Do

Three services.
One outcome.

Find out what is worth doing. Take the repetitive work off your team. Build the thing no software company sells.

AI Strategy & Roadmap

Know what is worth doing.

  • Where your business loses hours and money
  • What AI can fix, and what it cannot
  • Whether your data is ready
  • A costed shortlist, with the grant position
  • Written up and handed over

Digitalisation & Automation

Take the repetitive work off your team.

  • Documents and emails turned into records
  • Routine steps that run on their own
  • Systems connected, nothing keyed in twice
  • Reports that assemble themselves
  • A review step, so a person still checks

AI Implementation

For the problem no software sells a product for.

  • Reading documents, drafting quotes and replies
  • Answers only from your own content
  • Pricing, forecasting, scoring and matching
  • Assessing condition from photographs
  • A review dashboard your staff actually use
  • Monitoring and retraining, so it does not quietly drift

Eligible Singapore SMEs can claim up to 50% of qualifying project costs through the Enterprise Development Grant.

Proof

Delivered engagements,
measured results.

Two engagements, two sectors, the same pattern: a role built around manual assessment redesigned around a system draft and a staff review step.

Luxury Consignment Retail
8
quotes / day
→
60+
quotes / day
  • Designed and developed an AI vision and pricing system that drafts a quote email with condition assessment and comparable-sale research for staff to review and send
  • The role shifted from manual research to pricing judgement
  • Quote turnaround fell from 25 to 35 minutes to about 3; daily capacity rose from 8 quotes to more than 60; response time moved from 1 to 3 days down to same-day
Industrial Machinery Trading
12
items / day
→
96+
items / day
  • Built a system that drafts listings from supplier emails and photos, and suggests buyer-supplier matches, for staff to check, confirm, and publish
  • The role shifted from data entry to trading decisions
  • Listing time fell from about 40 minutes to 5 per item; daily output per staff rose from 12 items to more than 96; matching time fell from 30 minutes to under 2

Why Us

The right team for your tipping point.

No junior consultants and no vendor commissions. Tipping Point Labs is founder-led, supported by an advisor for the security and infrastructure work behind each engagement.

Our Team

Founder & Lead Consultant

Over a decade in data science and business analytics, specialising in SME digitalisation and identifying where AI fits into existing business workflows. Scopes, builds, and ships every engagement personally.

AI & Security Advisor

Security engineering from big tech, combined with intelligence analysis experience. Advises Tipping Point Labs on backend, infrastructure, and security on an ad-hoc basis.

Built for SMEs

Engagement models and pricing are sized for SME budgets, and compatible with government funding schemes to reduce net cost.

Vendor-neutral

Recommendations are based on client fit rather than referral commissions.

End-to-end capability

Strategy, data, and implementation come from one team, without handoffs between vendors.

Free · No Obligation

Book Your Free
AI Opportunity Session

A 45-minute conversation to identify where AI can make a measurable difference in your business.

Book via Email hello@tippingpointlabs.sg

In 45 minutes, we will:

01
Understand your business and current AI use
02
Identify your highest-value AI opportunities
03
Give you an honest view of effort, cost, and ROI
04
Recommend a practical next step, with no obligation