“We have lots of data but slow, untrusted reporting.”Data you can't act on
Yerevan, Armenia · Europe, the US & the Middle East
Real-time data and private AI for high-volume businesses.
We're a senior, founder-led team that designs and builds production AI and data systems, including AI agents, real-time analytics platforms and private LLM infrastructure, for companies where data volume, speed and security matter. You work directly with the engineers who build your system, from the first workshop to production.
- Founder-led delivery
- Private deployment options
- Fixed-scope entry offers
- Founder-led team
- 02
- Core service lines
- 03
- Delivery steps
- 05
01 / The challenge
The ambition is there.
The system isn't.
For companies where data volume, speed and security matter, getting from a promising idea to a trusted production system is the hard part.
“We want GenAI but can't send our data to public APIs.”AI without compromise
“Our AI pilot never reached production.”Beyond the prototype
“We can't hire senior AI/data engineers fast enough.”Senior capacity, directly
02 / Core services
Strategy and engineering.
One senior team.
We don't just write roadmaps; we ship to production. From company knowledge and real-time events to low-latency private inference.
AI Agents & Generative AI
Copilots, RAG over company knowledge, AI agents connected to your tools (MCP, APIs), with evaluation and safety testing.
- Copilots
- RAG
- MCP + API-connected agents
- Evaluation & safety testing
Real-Time Data Platforms & Analytics
ClickHouse, ETL/ELT, streaming pipelines, data models, Power BI dashboards and trusted KPIs.
- ClickHouse
- ETL/ELT + streaming
- Data models + Power BI
- Trusted KPIs
Private AI & LLM Infrastructure
Open-weight models in your cloud or on-prem, GPU inference, secured APIs, cost and performance benchmarks.
- Open-weight models
- Your cloud or on-prem
- GPU inference
- Secured APIs
- Cost + performance benchmarks
Additional capabilities
Senior support around
the core system.
AI strategy & readiness
Assess readiness, shape a use-case portfolio and set a practical architecture and roadmap.
ML & computer vision
Machine learning and computer vision with PyTorch and YOLO.
Enterprise AI integration
SSO, OAuth 2.0, RBAC and API gateways for integration with your enterprise environment.
Fractional leadership
Fractional CTO, Head of AI or Head of Data support for your roadmap, architecture and team.
03 / Entry offers
A clear first step.
A defined outcome.
Fixed-scope entry offers, milestones and full knowledge transfer. Choose a focused way to assess, prove, audit or lead the work.
AI Readiness Assessment
2 weeksTurn AI ambition into a prioritised, practical plan.
- Use-case portfolio
- ROI estimates
- Architecture
- 6–12-month roadmap
Fixed scope · Fixed priceDiscuss this offer
AI Agent / RAG Proof of Concept
4–6 weeksTest a working AI agent or RAG system on your data.
- Working prototype on your data
- Evaluation report
- Production plan
Fixed scope · Fixed priceDiscuss this offer
Data Platform Audit
2–3 weeksFind the performance, cost and trust issues that matter.
- Performance and cost review
- Target blueprint
- Quick wins
Fixed scope · Fixed priceDiscuss this offer
Fractional AI/Data Leadership
MonthlyAdd senior technical direction without hiring a full leadership team.
- Roadmap
- Architecture governance
- Team coaching
Fixed scope · Fixed priceDiscuss this offer
04 / How we work
From first workshop to production.
You work directly with the engineers who build your system. Objectives, constraints, risks and acceptance criteria are clear from the start.
Book a discovery call- 01
Discover
Objectives, constraints and success metrics.
- 02
Architect
Design, scope, risks and acceptance criteria.
- 03
Build
Iterative delivery with demos every 1–2 weeks.
- 04
Deploy
Production integration, security and monitoring.
- 05
Enable
Documentation, handover and optimisation.
05 / Selected work
A place for verified
client outcomes.
Case studies are reserved for real project details, approved client information and measurable results.
Placeholder content — replace with verified project details before launch.
Case study placeholder / 01
[Industry]
[CLIENT / PROJECT]
- Problem
- [...]
- Solution
- [...]
- Result
- [metric]
Case study placeholder / 02
[Industry]
[CLIENT / PROJECT]
- Problem
- [...]
- Solution
- [...]
- Result
- [metric]
06 / Why us
Senior from the first conversation to the final handover.
A consultancy built around direct access to senior people, production engineering, high-volume systems and private deployment.
Senior people only.
You work with the founders, not junior consultants.
Strategy and engineering together.
We don't just write roadmaps; we ship to production.
High-volume, real-time expertise.
ClickHouse, streaming and low-latency GPU inference.
Private AI.
LLMs that run in your cloud or on-prem, so your data stays yours.
Clear commercials.
Fixed-scope entry offers, milestones and full knowledge transfer.
07 / Founder-led
The people in the room are the people doing the work.
Based in Yerevan, Armenia. Serving clients in Europe, the US and the Middle East. Funded startups and enterprise teams get direct access to a senior AI/data team.
Co-founder
[FOUNDER 1]
[Verified founder biography, areas of expertise and credentials]
Co-founder
[FOUNDER 2]
[Verified founder biography, areas of expertise and credentials]
08 / Technology
The right stack for the system.
Open-weight AI, real-time analytics, low-latency infrastructure and the enterprise controls needed to run them together.
Showing 21 technologies.
- LLMs
- RAG
- AI Agents
- MCP
- PyTorch
- YOLO
- Speech AI
- Python
- ClickHouse
- SQL
- Streaming
- Power BI
- Docker
- GPU Inference
- Qdrant
- Neo4j
- OAuth 2.0
- SSO
- RBAC
- API Gateways
- Observability
09 / FAQ
Straight answers before the first call.
Security, team composition, pricing, remote work and what happens after delivery.
You're a small team. Can you handle enterprise projects?
Yes. Founders lead every engagement, and we bring in vetted specialists for larger scopes. Team composition is agreed in each statement of work.
Where is our data processed?
Wherever you require: your cloud, your data centre, or approved providers. We specialise in private deployments.
How do you price?
Fixed-scope entry offers, then milestone-based or monthly team pricing. No open-ended billing.
Do you work with clients outside Armenia?
Yes. We work remotely in EU/Middle East-friendly time zones and travel for workshops when needed.
What happens after delivery?
Full documentation and knowledge transfer, plus optional support or retainer.
Can you sign an NDA before the first call?
Yes.
Start a conversation
Bring us the hard part.
A 30-minute discovery call with the senior team that would build your system.
Book a 30-min discovery call