How much is AI costing your business?

Make AI pay for itself. We find recurring savings in your AI stack and workflows before you commit to a project. Our implementation fee is based on the savings we identify — with grant funding available for eligible businesses.

Starting from scratch? We'll build your AI foundation securely, efficiently, and with grant support to reduce your risk and stay ahead of your competitors.

─ Your estimate
Per month
Current AI-related cost
$34,200/mo
Potential efficiency gain
$17,100–$23,940
Annual saving potential
$205k–$287k
Est. implementation fee
$25,650 – $35,910
Payback period
~6 weeks
Calculate your numbers

Trusted by organisations with highly complex needs

Trusted by organisations with highly complex needs — including the World Bank, Google, AMD, the National University of Singapore, King’s College London, Seoul National University, the Lee Kuan Yew School of Public Policy, the Singapore Tourism Board, the Singapore Prison Service, Konrad Adenauer Stiftung, the Motion Picture Association, the Adam Smith Center, TEDx, Brother Assets, CHINT and iGroup.
Savings calculator

How much could your business save?

Enter your monthly AI spend and primary use case to see your estimated savings range.

$34,200
$1k$100k+

Your total burn on OpenAI, Anthropic and GPU cloud.

Primary use case

Highest token redundancy — repeated context and uncached prefixes.

3
120+

Wasted dev hours spent fixing broken prompts & managing keys.

─ Your estimate
Per month
Current AI-related cost
$34,200/mo
Potential efficiency gain
$17,100–$23,940
Annual saving potential
$205k–$287k
Estimated implementation fee
$25,650–$35,910
Payback without grant funding
~6 weeks
Potential grant support
Eligibility assessment required
Get the breakdown

Where these numbers come from in your stack, line by line — plus whether you qualify for grant funding.

Sent straight to us with the figures above. One reply from a human, no list.

Where we find savings

Six levers for AI cost efficiency

01

Model Optimisation

Right-size model selection

02

Token Optimisation

Reduce prompt & output bloat

03

Workflow Optimisation

Eliminate redundant inference

04

Infrastructure Optimisation

Batching, hosting & compute

05

Caching Strategies

Semantic & exact-match cache

06

Engineering Efficiency

CI for prompts & eval tooling

AI consulting & implementation

End-to-end AI services for Singapore businesses

AI Strategy

Build an AI roadmap aligned to genuine value creation, not hype cycles.

AI Use Cases

Structured discovery to surface high-ROI use cases across your operations.

AI Automation

End-to-end automation of document processing, reporting, and knowledge work.

AI Agents

Autonomous agents for multi-step workflows that previously required full-time staff.

AI Integration

Connect AI into your existing stack — ERP, CRM, HRMS, custom internal tools.

AI Infrastructure

Scalable, secure, cost-efficient AI systems for Singapore's regulatory environment.

How it works

A five-step process built for results

  1. 01

    Assess

    Audit your current AI usage, costs, and capability gaps across the stack.

  2. 02

    Identify

    Surface inefficiencies and untapped value creation opportunities.

  3. 03

    Prioritise

    Rank initiatives by ROI, feasibility, and strategic fit.

  4. 04

    Implement

    Execute with dedicated AI engineers and consultants.

  5. 05

    Measure

    Track savings, adoption, and business outcomes with clear metrics.

Who we help

Wherever you are on the AI journey

Already using AI

Cut the fat, keep the gains

You've adopted AI tools but costs are climbing and ROI is murky. We audit your stack, eliminate waste, and sharpen what's working.

Scaling AI

Scale without spiralling spend

Moving from experiments to production at scale. We architect infrastructure and processes to grow AI without runaway costs.

Adopting AI

Start right the first time

New to AI implementation. We build a practical roadmap, identify quick wins, and ensure your first deployments deliver real returns.

Proof / case studies

Real results. Singapore businesses.

E-commerceRegional marketplace
$84,000
monthly savings

Replaced GPT-4 with a fine-tuned Llama 3 model for product descriptions. 91% cost reduction with equivalent output quality.

Financial servicesLicensed payment institution
68%
token cost reduction

Redesigned prompt architecture and semantic caching for customer queries. From $31k to $9.9k per month.

Logistics3PL operator, 12 warehouses
4,200 hrs
per year reclaimed

AI agents handle shipment exception management and carrier communication autonomously.

FAQ

Common questions

If you don't find what you need, reach out — we reply within one business day.

Do we need to be a large enterprise to benefit?

No. We work with businesses from 20-person startups to 2,000-person enterprises. Even modest AI users often find 30–50% efficiency gains.

How long before we see results?

Most clients see measurable cost reductions within 4–8 weeks. Model swaps and caching layers typically go live within the first 30 days.

Do you work with all AI providers?

Yes — OpenAI, Anthropic, Google, AWS Bedrock, Azure AI, Hugging Face, and open-source models. We're provider-agnostic.

What's your pricing model?

Project-based engagements and ongoing retainers. Many clients start with a fixed-scope AI Audit then move to implementation. No long-term lock-in.

Is our data safe during an audit?

We sign NDAs before any engagement, work with anonymised or synthetic data where possible, and comply with Singapore's PDPA framework.

Can you work with our existing team?

Yes, and we prefer it. We embed alongside your engineers, transferring knowledge so you're not dependent on us indefinitely.

Ready to make AI more efficient?

Make AI
pay for itself.

Most clients uncover significant savings within the first two weeks. Let's start with yours — no commitment required.

Calculate My AI SavingsBook an AI Consultation