ai-browser-stroke-rounded
50+
AI Systems in Production
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$9.6B
Revenue delivered for clients
star
4.9
Clutch Globally Running
seal-check
ISO 9001 & 27001
Certified AI builds

Why most AI projects fail in production and what we do differently?

3 minutes. No pitch. The honest version of what separates AI that works in a boardroom demo from AI that runs a business every day.
akash-extended

See if your situation matches

If it does, this will be 30 minutes well spent. If it doesn't, we'll tell you honestly on the call and point you toward who can help.

design

You need an AI agency and you're comparing options.

You know AI is the right move. Now you need the right team — one that will still be accountable six months after launch, won't disappear when something drifts, and can actually integrate into your existing systems.

  • ISO 27001 certified, formally audited, not self-declared

  • 20 years of long-term client relationships in Australia

  • Accuracy benchmarks are agreed upon before any model is chosen

  • 100% IP transfer, no platform lock-in, ever

Development

You've been burned by an AI vendor and need someone to fix it or start fresh.

A previous agency built something that worked in the demo but failed in production. Or they disappeared mid-project. Or the costs spiralled, and nobody could explain why. You need a team with the track record to do it properly this time.

  • Free AI technical audit, we find the real problem first

  • Honest diagnosis before any recommendation or quote

  • Fixed scope and price before a line of code is written

  • 50+ AI projects in production, we've seen what breaks

Growth icon

You have compliance, sovereignty, or enterprise requirements that most AI agencies can't meet.

Healthcare, insurance, finance, or government. You can't afford a vendor who disappears or who can't demonstrate their security posture. You need ISO-certified capability, Australian data hosting, and a team with a real track record in regulated environments.

  • ISO 9001 & 27001 certified — auditable at every stage

  • All data processed and stored in Australia

  • Agentic AI with audit trails and human override built in

  • Full documentation and handover included

What separates EB Pearlsfrom most AI agencies.

We'd rather you read this than find it out three months into a project.
Other Aussie Agencies
Accuracy standards
Hallucination thresholds and performance benchmarks - when are they set?
Prototype on your real data
Is the prototype built against your actual data and edge cases or curated demo inputs?
12 months post-launch support
Monitoring, drift detection, and model improvement after go-live are included as standard, not renegotiated.
Cost monitoring from day one
Token usage alerting is configured before your first user arrives, not after the bill shock arrives.
100% IP transfer on delivery
All code, pipelines, and documentation assigned to you at delivery, no platform dependency, no lock-in.
Australian data sovereignty
Data processed and stored in Australia, Privacy Act compliant, with on-premise options for regulated industries.
Proven production track record
Not demos - 50+ AI projects running in production, across insurance, health, finance, and enterprise.
Pricing transparency
A real cost range in your first 30-minute call, not withheld until you've committed to three meetings.
R&D Grant Eligibility
43.5% Tax incentive from Australian Federal Government for every dollar spent on R & D

Other Aussie Agencies

RECOMMENDED

EB Pearls

Monthly Fee
Starting Month 2
$8000
Per Month
Accuracy standards
Hallucination thresholds and performance benchmarks - when are they set?
Prototype on your real data
Is the prototype built against your actual data and edge cases or curated demo inputs?
12 months post-launch support
Monitoring, drift detection, and model improvement after go-live are included as standard, not renegotiated.
Cost monitoring from day one
Token usage alerting is configured before your first user arrives, not after the bill shock arrives.
100% IP transfer on delivery
All code, pipelines, and documentation assigned to you at delivery, no platform dependency, no lock-in.
Australian data sovereignty
Data processed and stored in Australia, Privacy Act compliant, with on-premise options for regulated industries.
Proven production track record
Not demos - 50+ AI projects running in production, across insurance, health, finance, and enterprise.
Pricing transparency
A real cost range in your first 30-minute call, not withheld until you've committed to three meetings.
R&D Grant Eligibility
43.5% Tax incentive from Australian Federal Government for every dollar spent on R & D
Monthly Fee
Starting Month 2
$8000
Per Month
Accuracy standards
Hallucination thresholds and performance benchmarks - when are they set?
Prototype on your real data
Is the prototype built against your actual data and edge cases or curated demo inputs?
12 months post-launch support
Monitoring, drift detection, and model improvement after go-live are included as standard, not renegotiated.
Cost monitoring from day one
Token usage alerting is configured before your first user arrives, not after the bill shock arrives.
100% IP transfer on delivery
All code, pipelines, and documentation assigned to you at delivery, no platform dependency, no lock-in.
Australian data sovereignty
Data processed and stored in Australia, Privacy Act compliant, with on-premise options for regulated industries.
Proven production track record
Not demos - 50+ AI projects running in production, across insurance, health, finance, and enterprise.
Pricing transparency
A real cost range in your first 30-minute call, not withheld until you've committed to three meetings.
R&D Grant Eligibility
43.5% Tax incentive from Australian Federal Government for every dollar spent on R & D
eb-pearls-clutch-1
These aren't marketing claims. They're the specific commitments written into every EB Pearls AI contract, verifiable by any client we've worked with.
stars-1 4.9 Clutch Reviews

What your AI project will cost. Honestly.

Most AI vendors won't tell you a number until meeting three. Here's what custom AI actually costs in Australia based on 50+ production projects.

Honest ranges, not quotes. Your actual cost depends on data readiness, integration complexity, and compliance requirements.We give you a specific, itemised estimate in your first 30-minute call - before any commitment.
Typical Investment
Typical Timeline
Who This Suits
Focused AI build
Single use case with defined scope -chatbot, RAG pipeline, document processing, or workflow automation built to production standard.
$30k – $80k
10–14 weeks
Businesses with a validated use case ready to build, not experiment.
Full AI product build
Complex use case, multiple system integrations, custom model selection and benchmarking. Full UX/UI design, compliance and data sovereignty built in.
$80k – $300k
16–24 weeks
Startups and scale‑ups building a new AI‑first product or platform.
Enterprise AI platform
Healthcare, finance, government, legal. ISO 27001 throughout, on‑premise or sovereign deployment, formal SLA at every milestone, audit trails standard.
$150k – $500k+
20–40 weeks
Enterprise and government with complex, regulated environments.

Typical Investment

Typical Timeline

Who This Suits

Monthly Fee
Starting Month 2
$30k – $80k
Per Month
Full AI product build
Complex use case, multiple system integrations, custom model selection and benchmarking. Full UX/UI design, compliance and data sovereignty built in.
$80k – $300k
Enterprise AI platform
Healthcare, finance, government, legal. ISO 27001 throughout, on‑premise or sovereign deployment, formal SLA at every milestone, audit trails standard.
$150k – $500k+
Monthly Fee
Starting Month 2
10–14 weeks
Per Month
Full AI product build
Complex use case, multiple system integrations, custom model selection and benchmarking. Full UX/UI design, compliance and data sovereignty built in.
16–24 weeks
Enterprise AI platform
Healthcare, finance, government, legal. ISO 27001 throughout, on‑premise or sovereign deployment, formal SLA at every milestone, audit trails standard.
20–40 weeks
Monthly Fee
Starting Month 2
Businesses with a validated use case ready to build, not experiment.
Per Month
Full AI product build
Complex use case, multiple system integrations, custom model selection and benchmarking. Full UX/UI design, compliance and data sovereignty built in.
Startups and scale‑ups building a new AI‑first product or platform.
Enterprise AI platform
Healthcare, finance, government, legal. ISO 27001 throughout, on‑premise or sovereign deployment, formal SLA at every milestone, audit trails standard.
Enterprise and government with complex, regulated environments.

Can AI just build your app?

Honestly - parts of it, yes. We use AI tools on every project.

Here's what that actually means for yours.

What AI still can't do

Decide how your architecture should scale to 100K users
Make security and compliance judgements for your industry
Manage a project, a client relationship, or a missed deadline
Own the outcome when something fails after launch
Replace the engineer who designed the system and understands why

What AI does in our builds

Generates boilerplate code in minutes not days
Accelerates test coverage across the codebase
Automates documentation as the build progresses
Helps our engineers ship faster without cutting corners
Identifies bugs and edge cases during development

The honest truth

AI tools make experienced developers faster. They don't replace the judgement, architecture decisions, and accountability that determine whether your platform survives contact with real users at scale.

From first conversationto production AI.

No surprises. No mystery. Here's exactly what happens at every step — and what you'll know before committing to each one.

1
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AI Discovery Session

A senior AI strategist reviews your form before the call. In 30 minutes you'll know: whether AI is right for your use case, what to build first, what it will cost, and your three biggest risks. NDA before any details. No pitch. No obligation. If we're not the right fit, we'll tell you who is.
2
design and planning icon

AI Prototype

A working prototype against your actual data,  not a mockup, not curated demo inputs. You see real AI behaviour, including edge cases and failure modes, before committing to the full build.

Accuracy benchmarks are set here. Hallucination thresholds, confidence scoring, and fallback behaviour, all agreed before a line of production code is written.

3
development icon-2

Scope, cost, and architecture

Technical specification, integration map, cost model, and delivery plan documented and agreed before development begins. Fixed-price per milestone. No estimates that triple later. Written approval required for any variation.

4
development and testing image

Sprint build

Two-week sprints. Working AI at the end of every cycle - not status reports. Cost monitoring from sprint one. Accuracy tracked against benchmarks throughout.
5
launch and ongoing support

We don't disappear after launch

Drift detected before your users notice. Costs are monitored before they spiral. Model retrained as your data evolves. 12 months of monitoring, improvement, and support, included as standard, not negotiated separately.

Most AI is built to demo.Ours is built to last.

Four pillars. Every EB Pearls AI project. No exceptions. After 50+ AI projects in production, the failures that surface six months after launch almost always trace back to decisions skipped in week one.
AI you can actually rely on

Accuracy

  • Benchmarks defined before model selection — not after
  • RAG grounds every response in your real data
  • Hallucination testing before every deployment
  • Bias testing for regulated environments
Systems that keep working

Reliability

  • Fallback mechanisms — graceful degradation built in
  • Human-in-the-loop for high-stakes decisions
  • 24/7 monitoring before your first user arrives
  • Audit trails for regulated industries
Spend that stays predictable

Cost control

  • Token cost monitoring and alerting from day one
  • Query optimisation before costs multiply
  • Fixed scope per sprint — no surprise invoices
  • Infrastructure right-sized for actual usage
Your AI. Completely.

Ownership

  • 100% IP transferred to you on delivery
  • No proprietary frameworks — no lock-in
  • All data processed under Australian Privacy Act
  • Full documentation — any team can maintain it
Australian data sovereignty

Your data neverleaves Australia.

For healthcare, government, financial services, and legal clients, this isn't optional. We build data pipelines that anonymise, tokenise, or redact sensitive information before it reaches any third-party model. For clients with strict sovereignty requirements, we build on Australian-hosted infrastructure with no external data transmission of any kind.

What data sovereignty means in practice

  • Data flows mapped and documented in Week 1 — before any commitment
  • Sensitive fields anonymised or redacted before reaching third-party LLMs
  • On-premise deployment available for highest-sensitivity environments
  • All processing under Australian Privacy Act requirements
  • No training on your data by third-party AI providers
  • Full audit trail of all data access — reviewable for compliance
  • NDA signed before any data or project details are discussed
What data sovereignty means in practice

ISO 27001 Certified Australian Hosting Available Privacy Act Compliant No Offshore Data Transfer

Do you care about Data Sovernity?

Try to chat about AI and AI Governance

Start Here

Real results from real projects

Not polished award submissions. Outcomes you can verify, from clients who'll pick up the phone before you decide.
Vodafone Logo

Vodafone Fiji saw a 150% boost in engagement — and millions in new revenue.

We helped redesign and rebuild their app from the ground up. The result? Better UX, higher engagement, and real revenue growth. Great app development makes all the difference.

Evolve • Telecom

Book Your Free Discovery Call
EB pearls Vodafone Mobile app
Logo-Mar-25-2025-03-38-15-7253-AM

A Complete Platform for Allied Health Providers

Built a full-scale allied health platform that unified 5+ workflows and cut admin time by 70% — from scheduling to compliance.

Scale-Up • Allied Health ERP

Book Your Free Discovery Call
Pogozo
Bahah Logo

From zero to 10,000+ bookings and aiming for 250% growth.

We built Bahah a simple, scalable app that helped them grow fast. With momentum building, we’re still working together to take it even further.

Startup • Marketplace

Book Your Free Discovery Call
Baha-3

💥 You deserve a straight answer about your AI.

30 minutes. A senior AI consultant who's seen 900+ projects. You'll leave knowing exactly what your AI app will take, what it'll cost, and whether we're the right team.

No pitch. No pressure. 

Things we hear in almostevery first call.

We'd rather answer them here so your Discovery Session is about your project, not about us.

Sometimes yes, and we'll tell you that in the first 30 minutes. Off-the-shelf tools are right for standard use cases. Custom AI is right when you need competitive differentiation, specific integrations into your systems, or accuracy standards that generic tools can't meet. We won't recommend a custom build if a platform solves your problem.

An NDA is signed before any detailed project discussion, before you share anything about scope, technology, or competitive advantage. The Discovery Session only requires a high-level description of the problem you're trying to solve. We've handled projects in regulated industries for 20 years.

Offshore agencies are cheaper upfront. The total cost of ownership is often higher, including miscommunication, incomplete scope, post-launch abandonment, and rebuilds. We're not able to compete on an hourly rate. We compete on delivered outcomes. Bring us a quote, and we'll benchmark it honestly.

We map all data flows in Week 1 before any commitment. Sensitive fields are anonymised or redacted before reaching any third-party model. Australian-hosted infrastructure and on-premise deployment are available for clients with strict sovereignty requirements.

The most common failure modes we see: demos that used curated data, accuracy benchmarks set after build, no post-launch monitoring, and vendors who disappeared. Every one of those is explicitly addressed in how EB Pearls operates, not as marketing claims, but as written contractual commitments.

From ambitious founders with validated AI ideas to enterprise organisations with compliance requirements: AGL, Vodafone, NSW Health, CoverMore. The common thread is seriousness, clients who need AI that actually works, not a demo to show stakeholders.
1 Your Information
2 Book Meeting
3 Confirmation

The right AI agency decisionis the one you make with the right information.

A decision-clarity call, not a sales call. 30 minutes with a senior AI strategist. 

NDA before any details.  No pitch. No obligation. If we're not the right fit, we'll tell you who is.

Screenshot 2026-03-18 at 2.58.52 pm

You'll leave this call knowing:

  1. 1 Whether EB Pearls is the right agency for your specific situation
  2. 2 What your AI project will realistically cost and how long it takes
  3. 3 Your three biggest project risks and how to avoid them
  4. 4 Whether your existing AI vendor is giving you the right advice
  5. 5 What the first three steps of a properly scoped AI project look like

You'll leave this call knowing:

  1. 1 Whether EB Pearls is the right agency for your specific situation
  2. 2 What your AI project will realistically cost and how long it takes
  3. 3 Your three biggest project risks and how to avoid them
  4. 4 Whether your existing AI vendor is giving you the right advice
  5. 5 What the first three steps of a properly scoped AI project look like
  1. 01 User Insights and Target Audience Understanding your target audience and their preferences allows us to create a user-centric app that resonates with your users.
  2. 02 Features & Functionality Requirements Identify the essential features and functionalities you envision for the app. Discuss any unique elements that will set your app apart from the competition.
  3. 03 Design & Branding Preferences Share your design preferences and branding guidelines to ensure the app aligns with your brand identity and reflects your desired aesthetics.
  4. 04 Monetisation Strategy If you plan to monetise the app, discuss your preferred strategy (e.g., in-app purchases, subscriptions, ads) to integrate the most suitable model.
  5. 05 Timeline and Budget Expectations Provide your desired project timeline and budget expectations. This information helps us plan the development process and manage resources efficiently.
  6. 06 Questions and Concerns Bring any questions or concerns you may have about the development process, so we can address them and ensure complete transparency.