JumaOps
AI Transformation Sprint

We already run an AI-native business.

Agents in Slack & Teams

Tag @Juma in any channel — it researches, executes, and reports back. No new tools, no new logins.

Pre-AI (2024–2025) vs Post-AI Adoption (2025 → now)

70%

of work
fully automated

1M+

agent runs
per month

+201%

25.3

70.4

Tasks delivered / week

📋 Jumira

AI project management — monitors Slack, creates & prioritizes tasks

⚡ Juma Dev

Tag in Slack → codes, opens a PR. No human in the loop.

🤖 Juma QA

100–150 regression tests. Zero manual testing overhead

💼 Juma LinkedIn

Creates posts, tracks performance, self-improves

🔍 Juma Sales Intel

CRM + call intelligence — every deal tracked, every insight surfaced

👥 Juma 360

Automates HR reviews — 10× lower workload

📊 Juma CFO

Tracks cash across 3 entities — reports auto-generated

We've solved the hard problems in production AI.

Proprietary tech and state-of-the-art know-how, tested at scale on 30M chats, 1M+ agents, 100K users.

🖥️

General Purpose Computer Agents

Production-ready, tested with millions of tasks. Agents solve arbitrary tasks on virtual machines — planning, execution, long-running, persistence, self-healing.

44x lower

⚡

Cost & Speed

100× lower cost and 10× faster creation of deliverables — PDFs, PowerPoint, Excel, HTML. Production-grade output at a fraction of traditional AI costs.

🔌

MCP Integration Abstraction

One-shots new connectors and wraps any API in a highly performant integration. Build once, connect everything — no custom integration work per client.

🧠

Context Handling & Prompt Hierarchies

Multi-layer systems with tools, caching, skills, and compression that produce fast, efficient, and consistent results across complex workflows.

🔀

Multi-Modal Orchestration & Failover

Routing and reliability engineered across every major vendor. Zero-data-retention agreements. AWS, Azure, GCP. Open-source model deployment for specific tasks.

📊

Analytical Pipelines

Pipelines that analyse massive data at scale with gen AI models — and improve over time. Self-optimising, not static.

🔒

Private VPC Deployments

Completely separated and autonomous agent architectures on private virtual clouds. Multiple live deployments — fully air-gapped where required.

💳

AI Monetisation & Metering

Immutable credit ledger, per-model / per-tool / per-task billing configurations. Cost attribution and spend observability built in from day one.

✅

AI QA, Evals & LLM Observability

Full quality assurance and evaluation frameworks. LLM observability and RAG infrastructure — every output is traceable, measurable, and improvable.

We are pioneers in AI adoption.

Iliya Valchanov ↗

Co-founder & AI Architect

Co-founder of Juma, AI educator with 1.5M+ students, who scaled EdTech company to train 4M professionals around the world on data science and AI.

Ivan Vaptsarov ↗

PM, Head of Delivery

PMI Project Manager of the Year. Runs every transformation engagement end-to-end. The reason clients stay calm while we move fast.

AIEF Community ↗

Engineering Depth

2,000+ AI engineers across Europe. Weekly events, hackathons, specialist talent. On-demand for every engagement — no bloated headcount required.

What's one AI thing you
really need done in 2026?

We will partner with 5 companies only.