AI Consulting · Made in Melbourne, serving the world
AI consulting that turns ambition into outcomes
Tankrich AI Consulting helps organisations move from AI strategy to production systems: accelerated product development, RAG and knowledge platforms, intelligent agents, and decision intelligence. Real systems, shipped in weeks, running in the real world.
From the first strategy conversation to systems running in production, Tankrich AI Consulting partners with you across the full lifecycle of artificial intelligence adoption.
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AI Strategy & Advisory
We help leaders cut through the AI noise and identify where artificial intelligence creates real, measurable value. From opportunity mapping to a prioritised, ROI-led roadmap, grounded in what your business actually does.
→AI opportunity assessment across your operations and value chain
→Prioritised, ROI-led roadmap: highest-leverage opportunities first
→Build-vs-buy, model selection, and architecture guidance
→Responsible, secure, and pragmatic adoption from day one
StrategyRoadmapAdvisoryROI
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Accelerated AI Product Development
Concept to production-ready product in weeks, not quarters. We design, build and ship full-stack, AI-native applications: real systems running in production, not demos.
→Concept to deployed product in weeks, not months
→Full-stack, AI-native architecture from day one
→Web, mobile (iOS / Android) and installable PWA delivery
→Built to scale and operate, not throwaway prototypes
ProductFull-stackRapid DeliveryAI-native
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RAG & Knowledge Systems
Stop relying on models that hallucinate or work from stale data. Retrieval-Augmented Generation grounds every answer in your verified, authoritative knowledge: accurate, current, and context-aware.
→Answers grounded in your verified sources, not guesswork
→Always current: retrieves from your latest documents
→Understands your business terminology and context
→Secure knowledge bases that keep your data yours
RAGKnowledge BaseLLMGrounded AI
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Intelligent Agents & Automation
Automate the high-volume, repetitive work that drains your team. We build custom AI agents and copilots tuned to your exact workflows, from research and drafting to operational data entry and reporting.
→Custom agents and copilots built around your workflows
→Document processing, research, drafting and summarisation
→Human-in-the-loop controls where judgment matters
→Designed for solo operators through to growing teams
AgentsCopilotsAutomationWorkflow
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Conversational & Customer AI
Always-on AI assistants deployed where your customers already are: web, WhatsApp and Telegram. Trained on your data, built on open frameworks, and consistent every time.
→Deployed on your website, WhatsApp, or Telegram
→Trained on your documents, FAQs and internal knowledge
→Open frameworks: your data stays yours, never resold
→Consistent, available 24/7, with zero downtime
WhatsAppTelegramAssistants24/7
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Data, Analytics & Decision Intelligence
Turn your data into live, intelligent dashboards and signals that drive decisions. From operational KPIs to quantitative market intelligence, built on your real data sources, always current.
→Live dashboards built on your actual data sources
→Automated signals, KPI views and decision intelligence
→From idea to deployed dashboard in days
→Always actionable, no more stale spreadsheets
AnalyticsDashboardsDecision IntelligenceReal-time
Selected case studies
Our work, in production
Every engagement below shipped a real system that’s live today. Open any one to read the full story, the challenge we were handed, what we built, and the difference it made.
📍Australia
Field Operations & Workforce Management
PatrolX Tech
Every field team on the map, in real time
A mobile-first platform that puts distributed field teams on a live map, with GPS-verified site visits, shift logging, incident reporting and proof of work across iOS, Android and web.
iOSAndroidWeb DashboardReal-time GPS
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PatrolX Tech
Field Operations & Workforce Management · Australia
Every field team on the map, in real time
The challenge
Operations managers running security patrols, logistics, cleaning, facilities, aged care, construction and events were flying blind. The workforce was out in the field, but visibility lived in spreadsheets and phone calls, leaving managers unable to prove where teams had been or that the work was actually done, and clients waiting on answers.
What we built
We built a single source of truth across native iOS and Android apps and a web admin dashboard, all sharing one synchronized data layer. Teams are tracked on a live map, with GPS-verified site visits, shift timing logged to the second, automatic distance calculation between stops, photo-and-text daily reports, and incident logging tagged with priority and location. Multi-tenant administration lets one operator oversee many partners, and push notifications keep the right people informed. The apps shipped to the App Store and Google Play.
The impact
Field work is now fully accounted for. Managers watch teams move on a live map, hold GPS-verified proof of every site visit, and have retired spreadsheet tracking for good, closing the client-verification gap and erasing the operational blind spots the business used to run on.
A mobile-first PWA that digitises an Indian ethnic-wear workshop from the bolt of cloth to the carton at dispatch: 18 modules, role-based access, built-in financial controls and an AI copilot.
PWAManufacturing ERPRole-based AccessAI Copilot
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Uniqweave
Manufacturing · Factory Process Automation · India
An entire garment factory, run from a phone
The challenge
A thriving ethnic-wear workshop was still run on paper and memory. Fabric stock, costing, material issue, production, dispatch and returns lived in disconnected ledgers: error-prone, impossible to audit, and invisible in real time, with every rupee changing hands across many people on a busy shop floor.
What we built
We put the whole operation on the device everyone already carries. The PWA spans 18 modules, from fabric receipt, designs and cost sheets through orders, material issue, production, QC and packing, to dispatch and returns, with four role-based permission groups so each person sees exactly their part. Critically, the controls live in the database, not just the screen: stock can never go negative, production stages can never be skipped, and dispatch always carries a billing reference. We layered in Shopify order sync, on-the-floor camera capture for fabric, and an AI copilot with alerts grounded in a live snapshot of the workshop.
The impact
The full production journey now runs from a phone on the floor: fabric in, design and cost, order, material issue, produce, dispatch and returns, with every number, status and permission enforced automatically. For the first time the owner has an auditable, real-time view of the business, and the team operates it with no training at all.
An adaptive NAPLAN practice platform for Australian students with 10,000+ AI-generated questions across every domain, instant explanations and realistic timed test simulations.
EdTechAdaptive LearningNAPLANContent Generation
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Number & Words
EdTech · Adaptive Learning · Australia
A national exam-prep platform, built by AI
The challenge
Families preparing children for Australia’s NAPLAN assessments, Years 3, 5, 7 and 9, were stuck with thin, static worksheets and almost no adaptive feedback to target where a student was actually struggling.
What we built
We used AI to generate and quality-assure more than 10,000 questions spanning numeracy, reading, language conventions and writing, then wrapped them in an experience that teaches: interactive practice with instant, plain-language explanations, plus full timed simulations that mirror real exam conditions.
The impact
Sparse, one-size-fits-all prep became a deep, always-available, curriculum-aligned platform, giving every student a vast adaptive question bank, immediate feedback, and realistic practice whenever they’re ready.
An AI-native tool that automatically calculates ATO-compliant ESS income and capital gains for every RSU vest and sale, turning a dreaded spreadsheet exercise into a single, reliable answer.
FinTechATOESSRSU
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My Wealth Base
FinTech · Tax Automation · Australia
Never guess an equity tax bill again
The challenge
Australians paid in company equity faced one of the messiest corners of the tax code. Working out ATO Employee Share Scheme income and Capital Gains Tax across dozens of vests and sales was manual, error-prone, and something almost no one could get right with confidence.
What we built
We built an AI-native application that takes in every vesting and sale event and computes ATO-compliant ESS income and CGT automatically, presenting a clear, defensible position for each event rather than a tangle of formulas.
The impact
The guesswork is gone. Users get an automatic, ATO-aligned view of their equity tax position for every vest and sale, replacing fragile spreadsheets and year-end anxiety with a number they can actually trust.
A global, ad-free directory of pure-vegetarian restaurants across 100+ cities, using AI to read public reviews and flag mixed kitchens, so the listing actually means what it says.
AIConsumerReview Analysis100+ Cities
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PureVeg
Consumer · AI Directory · Global
A pure-vegetarian dining guide diners can trust
The challenge
Strictly vegetarian diners travelling the world had no reliable way to find genuinely pure-vegetarian restaurants. Mainstream directories quietly mixed in places with non-veg kitchens, turning every search into a gamble.
What we built
We built coverage across 100+ cities (Dubai, London, Singapore, New York, Melbourne and more), then pointed AI at the public review record to detect and flag likely non-veg operations. The whole product shipped ad-free, by design.
The impact
An unreliable search became a trusted, global resource: an AI-curated, ad-free guide that screens out mixed kitchens across more than a hundred cities, so diners can choose with confidence.
An installable advisory platform for a mutual-fund practice: goal-driven investment journeys, client onboarding, team profiles and real-time push, with no app store in sight.
PWAFinancial AdvisoryPush NotificationsOnboarding
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Tankrich MFD
Financial Services · Advisory PWA · India
A modern advisory practice, delivered in days
The challenge
A mutual-fund practice wanted to feel modern to its clients: goal-based guidance, smooth onboarding and timely nudges. But it couldn’t justify the cost, time and friction of building native mobile apps to get there.
What we built
We delivered it as a Progressive Web App: goal-driven investment strategies, client onboarding, team profiles, and a real-time push-notification layer that lands nudges straight on the client’s home screen. It installs like a native app, opens instantly, and needs no app store.
The impact
The practice now runs on one installable platform that onboards clients, communicates strategy and re-engages people through direct push, stood up in days, not the months a native build would have demanded.
An end-to-end pipeline that researches, scripts and produces a full week of Instagram and Facebook Reels for finance content, with a human approving in seconds from their phone.
Content AutomationClaudeInstagramFacebook Reels
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Automated Reels Engine
Marketing · Content & Media Automation · Global
A week of social video, produced without a studio
The challenge
Publishing short-form video consistently is brutal: someone has to find timely topics, write tight scripts, produce the clips and ship them every single week. For a finance content operation, that meant a recurring time sink that quietly fell behind whenever the week got busy, and inconsistency is fatal to social growth.
What we built
We built an automated production line that runs itself on a schedule. It discovers trending topics from multiple sources (Reddit, search trends, YouTube and RSS), then uses Claude to draft a full batch of platform-native scripts and hashtag sets. The batch is pushed to Telegram for a human to review and approve in seconds, keeping editorial judgment in the loop, before the approved clips are produced and published as Reels to Instagram and Facebook. No video desk, no weekly scramble.
The impact
A reliable, hands-off content engine: every week the pipeline surfaces topics, writes the scripts, waits for a one-tap approval, and ships finished Reels to both platforms, turning a draining manual chore into consistent output that runs whether or not anyone has time for it.
A fully autonomous X / Twitter engine that generates, scores and publishes original posts multiple times a day, with no human in the loop and no database, running entirely on scheduled automation.
Growing a social account demands a steady stream of genuinely good posts, not filler. Doing that by hand is relentless, and most automation just spams low-quality output that erodes the very audience it’s meant to build.
What we built
We built an in-house demonstrator that closes the loop completely. On a schedule it picks from a library of themes, generates a batch of candidate posts with an LLM, then scores each one on hook strength, structure, shareability and quality (explicitly filtering out clichés, bait and fake statistics) before publishing only the strongest candidate and logging the result. It runs three times a day, with no human approval step and no external infrastructure to maintain.
The impact
A living proof of what disciplined autonomous social AI looks like: original, quality-filtered posts published consistently and unattended, at negligible running cost. The same engine can be adapted, with human-in-the-loop controls, to a brand’s own voice.
A suite of automated quantitative dashboards (momentum portfolios, global index signals, live commodity calls and on-demand fundamental analysis) that turn raw market data into decisions.
QuantitativePythonMACD / EMA / RSIDashboards
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Market Intelligence Suite
Capital Markets · Quantitative Analytics · Global
Systematic market signals, fully automated
The challenge
Investors and analysts wanted disciplined, repeatable market signals but were trapped stitching together spreadsheets and eyeballing charts, and that analysis was stale the moment it was finished.
What we built
We built a family of always-current dashboards: a weekly internet and technology momentum portfolio driven by MACD; a global view issuing LONG / WATCH / FLAT calls across 14 major markets using EMA, MACD and RSI divergence; live Bitcoin, gold and silver signals with entries and timeframes; and a tool that turns raw company exports into multi-sheet fundamental dashboards on demand. Signal generation runs itself and refreshes on schedule.
The impact
Stale spreadsheets and ad-hoc chart-reading gave way to automated, always-current market intelligence across asset classes: repeatable, systematic signals decision-makers can actually act on.
QuantitativePythonMACD / EMA / RSIDashboardsAutomation
A disciplined, transparent engagement model, designed to de-risk AI adoption and get value into your business fast.
01
Discover & Assess
We map your operations and data, then identify the highest-ROI AI opportunities. You get a clear, jargon-free view of what's worth building, and what isn't.
02
Design & Architect
We define the solution architecture, model strategy, and data flows, built for security, accuracy and scale from day one, not bolted on later.
03
Build & Ship
We build in fast, visible iterations and deploy to production. Most solutions go live within weeks, with progress you can see at every stage.
04
Run & Scale
We measure what's working, refine what isn't, and expand your AI footprint as the business grows. Continuous improvement is built in.
About Tankrich
A specialist AI consultancy, made in Melbourne
Tankrich AI Consulting helps organisations turn artificial intelligence into a working part of their business. We combine strategy, engineering and product delivery to take clients from AI ambition to systems that run in the real world.
Founded in Melbourne, Australia, we serve clients worldwide, with delivered work across Australia, India and global markets, spanning field operations, manufacturing, financial services, education and consumer products. Made in Melbourne, serving the world.
We ship systems that run in production and move real business metrics, not slideware or proof-of-concepts that never leave the lab.
Grounded & secure
We design for accuracy and data ownership. Your data stays yours, answers stay grounded in your verified knowledge, and trust is engineered in.
Fast by design
Modern AI-native delivery means weeks, not quarters. You see working software early and often, with no black boxes.
Pragmatic adoption
We pick the highest-leverage opportunity and the right tool for it, never AI for its own sake, never lock-in for ours.
FAQ
Frequently asked questions
Common questions about working with Tankrich AI Consulting.
What does Tankrich AI Consulting do?
We are a specialist AI consultancy. We provide AI strategy and advisory, accelerated AI product development, RAG and knowledge systems, intelligent agents and automation, conversational AI, and data and decision intelligence, taking organisations from AI ambition all the way to production systems.
How quickly can you deliver an AI solution?
Most engagements move from concept to a deployed, production-ready solution within a few weeks. We work in fast, visible iterations, you see working software early and often, rather than waiting on a long, opaque project.
Do you work with clients outside Australia?
Yes. Tankrich AI Consulting is based in Melbourne, Australia and serves clients worldwide. We have delivered work across Australia, India and global markets, and run engagements over WhatsApp, email and video, wherever you are.
Is our data secure with your AI systems?
Yes. We build on open frameworks and design for data ownership. Your data stays yours, is never resold, and is never used to train external models. Our RAG and knowledge systems keep AI answers grounded in your verified, authoritative sources.
What is RAG and why does it matter for our business?
Retrieval-Augmented Generation (RAG) grounds AI answers in your verified business data, eliminating hallucinations and keeping responses accurate, current and context-aware. It's the difference between a generic chatbot and an AI system that genuinely knows your organisation.
What technologies and models do you work with?
We work with leading large language models including Claude and GPT, custom RAG pipelines, and modern web and mobile stacks, Next.js, Astro, React, Supabase, Python, deployed on Vercel and Cloudflare. We choose the best tool for each engagement rather than forcing a single stack.
Get in touch
Ready to put AI to work?
Tell us about your business and the outcome you're after. No jargon, no fluff, just a clear conversation about practical AI that delivers. The fastest way to reach us is WhatsApp.