A working AI demo for a real use case
A scoped prototype on a real process - not a generic chatbot. You see the constraint, the data, and whether the use case is worth taking further - in less than 10 business days.
Discuss your use caseDATA & AI · FROM FOUNDATIONS TO PRODUCTION
I help companies build the data foundations and AI systems they need to grow.
From data architecture to AI in production - I design, build, and stay involved after launch.
Enterprise-grade Data & AI - sized for your company.
Book a Data & AI fit call
No demo required. We’ll discuss your goals, your data, and the next practical step.
Aleksander Sakwarelidze
Founder & Principal Data & AI Architect
Enterprise pharma · FMCG · IT · startups scaling data/AI
WHAT YOU NEED
What I can help you achieve.
From making your data usable to building and running AI systems. Start wherever you need help. Not sure where to start? → Business clarity.
Build with me
Company data ready for AI
We assess your data, design the architecture, and build the pipelines and controls your AI systems need.
Discuss your data needsA clear delivery / implementation plan
We prepare an execution plan - something a delivery team can execute, with or without our help.
Discuss your delivery planTurn the demo into a production system
The demo becomes a system: access, monitoring, evals, and an owner. Not a second prototype.
Discuss your production systemAI training for business and technical teams
Hands-on workshops tailored to your team’s work - from everyday business tasks to software development and technical workflows. Available as standalone training or alongside an implementation.
Explore AI training & workshops
Decide with me
Business clarity on where AI helps growth (and where it doesn’t)
Audit your company and know where AI can help - and where it will not. Independent of the build sequence.
Explore where AI can help
Stay with me
Ongoing production ownership
Monitoring, access control / least privilege, and safe iteration after go-live - not a handoff and disappear.
Discuss ongoing support
HOW TO START
How we can work together.
A focused project, ongoing support, or hands-on team training. We’ll help you choose the right format.
A defined outcome, scope, timeline, and price.
Example engagements
AI Production Readiness Audit
In 10 days you know whether your PoC can become a system - and exactly what to change before it does.
10 days
Architecture Sprint
Data architecture, RAG, agents, or platform design. Diagrams, evaluation plans, prototypes your team can build from.
3-6 weeks
Production Ownership
After go-live: monitoring, least privilege, and safe iteration - not a handoff-and-disappear.
3-6 months
01 · ADVISORY
Advisory
Senior judgment: reviews, go-no-go, priorities, async.
4 days · min 3 months
02 · EMBEDDED · DEFAULT
Embedded
Weekly embedded day on 1-2 initiatives. No use case yet? First days are clarity, then we build.
8 days · min 3 months
03 · INTENSIVE
Intensive
2× Embedded - several workstreams or a hard push.
> 8 days · min 3 months
Monthly pool detail → consulting · Explore.
For business teams
Use AI in everyday work - research, analysis, documents, and repeatable workflows. Practice on tasks relevant to your team.
For technical teams
Apply AI to software development and technical workflows - with practical methods for reviewing outputs, testing, and working safely with company data.
Standalone workshops or training alongside an implementation, tailored to your team’s tools and experience.
CASE · MASPEX
Controlled spend. Brand share held.
An attribution model that helped guide marketing spend while brand share held, with decisions documented for internal audit and external regulatory review.
SNAPSHOT
- Sector
- FMCG · beverage
- Engagement
- All phases: design, architecture, implementation, business cases, production
- Duration
- 12 months
- P.R.O.D.
- 18 / 20
- Audit
- 0 critical findings
NEXT STEP
Let’s find the next step for your data and AI.
Thirty minutes. No demo required. No deck.