ENTERPRISE FINANCE
Cost of Capital Automation.
Connected data preparation, validation and AI commentary with Microsoft automation and Power BI, with handover to the internal team.
Explore the finance engagementFor teams across industries with recurring, information-heavy work, from finance and operations to legal and support.
Less Manual Work. AI Systems You Actually Own.
Paid design sprint
- Sprint duration
- 3–5 business days
- Your involvement
- About 4 hours
- Design ownership
- Yours outright
You leave with: a workflow design, a demonstrable design, a basis for the build decision.
Scope, deliverables and price are agreed before any work begins.
01 / WORKFLOW ENGINEERING
Make recurring work easier to run.
Important work often gets stuck between spreadsheets, documents, inboxes, and disconnected systems. We build practical workflows that bring the right information together, reduce repetitive steps, and leave people in control of important decisions.
AI Workflow Engineering
Connect AI reasoning to your business rules. People review outputs and approve the next step.
Explore AI Workflow EngineeringAgentic Systems & Integration
Build agents that carry out work across your existing systems. Every action has a traceable record and a clear path to human review.
Explore Agentic Systems & IntegrationEnterprise Intelligence
Find answers in your documents and media, with links to the source. Your knowledge stays in your cloud environment.
Explore Enterprise IntelligenceAI Product Engineering
Start with a design you own, then build the product in your tenant. We handle the interfaces, integrations and infrastructure.
Explore AI Product Engineering
HOW A WORKFLOW RUNS
AI does the preparation. Your people make the call.
We start with the systems your team already uses, then add automation and AI where they genuinely help. We design for traceable outputs, human review, and a solution your team can operate after handover.
01Your sources
Data, documents and recordings
Connected inside your Microsoft, AWS or Google tenant. Nothing leaves your cloud boundary.
02AI assists
Prepares, checks and drafts
Business rules and AI reasoning take on the recurring preparation and checking.
03People approve
Reviewers see the sources and decide
Every action has a traceable record and a clear path to human review.
04Your systems
Results written back
Approved outputs land in the tools and records your team already uses.
02 / APPLIED IN PRACTICE
Capability, demonstrated through delivery.
From enterprise finance to technical support, our work starts with the process people need to improve.
AGENT WORKFLOWS
Support that diagnoses and corrects.
A workflow preview showing how agents use existing knowledge to diagnose issues, apply approved fixes and record the outcome in the CRM.
Explore the CRM agent workflowVIDEO INTELLIGENCE
Technical support through video intelligence.
Applied video intelligence to technical support, finding relevant moments in training recordings and assembling source-based answers with traceable attribution.
Read the video intelligence storyCAPABILITY SHOWCASE / MULTIMODAL INTELLIGENCE
Hours of video. Answers on demand.
Turn training recordings and technical walkthroughs into searchable knowledge. Ask a question. See the moments that matter, with every clip linked to its source.
03 / HOW WE ENGINEER
Your workflow. Your system.
Start with a design you own. Build in your cloud. Keep control of what comes next.
Discovery comes first.
A design sprint gives you a demonstrable workflow using synthetic data. The design is yours, whether we build it or someone else does.
How we work with your data.
We design around your existing systems and access rules. Before work starts, we agree what data is needed, who can access it, where human review belongs, and how the solution will be handed over.
Support after launch.
You’ll leave with a working solution, documentation, and a clear handover. Before delivery, we’ll agree what support covers, how long it lasts, and who to contact. New features or integrations are scoped separately.
04 / PLATFORMS & TOOLS
More ways to work with AI Alchemy.
Explore a video demonstration, or join a development partnership or beta.
Recorded knowledge workflows
Video Intelligence
Find the answer in your recordings without watching them from the beginning.
- Training and onboarding
- Customer support
- Recorded handovers
Working demonstration
Explore: Video Intelligence- Legal IntelligenceNetBoss Alchemy · Development partnershipLed by Advocate Vishnu R Venkatraman. Less preparation. More time for clients.In development
- AthanorCoding agents · Private betaAdaptive routing across the coding agents you already subscribe to. Athanor proposes a model for each task and runs the work on your own machine.Private beta
ACADEMY / TEAM ENABLEMENT
Build your team’s capability.
Help your team adopt and operate AI with confidence. Practical programmes for business teams and engineers connect learning to the workflows they use, with patterns they can keep applying.
Explore Academy programmesAN AI NATIVE COMPANY
We build with AI. We build for people.
AI Alchemy combines Melbourne-based architecture and client leadership with a specialist engineering team. You work with the people designing and building the solution, from the first workshop through handover.
About AI AlchemyBEFORE WE START
A few things to know.
What does AI Alchemy build?
We help teams across industries improve recurring, information-heavy workflows: finance, operations, legal, customer support and more. We connect business data, documents and existing systems, with AI to assist the work and people responsible for reviewing and approving it.
Where should we start?
With a design sprint. It takes 3 to 5 business days and about four hours of your time, using synthetic data. You leave with a demonstrable design you own outright and can give to any builder.
Where will our system run?
In your own Microsoft, AWS or Google tenant. We work within your security controls, with no separate AI Alchemy portal or hosted platform. Project data stays inside your cloud boundary and is never used to train a model.
What if we do not have a cloud tenant?
We recommend a platform based on your data, compliance needs and costs, set it up in your name, and hand over the keys. We take no reseller margin, so our advice is independent of the platform you choose.
How do you price the work?
Work with a defined finish has a fixed scope and price tied to the outcome, not our hours.
How do your products fit?
Workflow engineering is our core service. Video Intelligence demonstrates what we can build for a team’s recordings, and Academy helps teams adopt and operate AI. NetBoss Alchemy, our Legal Intelligence collaboration, is in development under Vishnu R Venkatraman’s leadership with AI Alchemy as technology partner. Athanor is open to beta applicants.
Your next step
Choose one workflow to improve.
Tell us the workflow you want to improve and where it gets stuck. We’ll discuss whether a focused design sprint is the right starting point, then agree the scope, deliverables, and price before any work begins.