About Orchestrary

A consulting firm built for the
agentic decade.

We don't sell software. We don't sell slides. We deploy production-grade AI agents into your departments — and then teach your people to keep building on their own.

our origin

Built by people who got tired of demos.

For two years we watched the AI consulting market sell strategy decks, slide-ware roadmaps, and SaaS dashboards. Almost nothing got into production. We started Orchestrary to do the opposite.

Orchestrary was founded in Prague in 2025 after its founders spent two years deploying AI agents inside a major international institution and a string of European mid-market companies. The pattern was always the same.

Leadership wanted "an AI strategy." Vendors arrived with PowerPoint, dashboards, and recurring license fees. Six months later, the strategy lived in a binder, the dashboard had two daily users, and the actual work — proposals, tenders, claims, support tickets, contract reviews — was still being done by humans the same way it always had been.

The constraint was never AI capability. The frontier models could already do the work. The constraint was deployment. Nobody was wiring agents into the messy, real, half-undocumented systems that actually run a department. Nobody was writing the small custom tools that turn a chatbot into a teammate. Nobody was teaching the staff to keep building once the consultant left.

So we built a firm that does exactly that. We deploy the first wave of agents ourselves, in your stack, on your data, against your real backlog. Then we run a structured Academy alongside the deployment so your own people learn to build, evaluate, govern, and extend the next wave.

By the end of an engagement, the agents are running, the metrics are visible, and your team is the agent factory. That is the deliverable. The agents are the proof.

what we believe

Four convictions that shape every engagement.

These are non-negotiable. They cost us business with clients who want a different kind of advisor — and they earn us the clients who want this kind.

01 — Conviction
Deploy or don't show up.
Strategy without deployment is theater. Every Orchestrary engagement produces working agents in production by the end of the first 7 days. If we can't, we don't bill.
02 — Conviction
No black boxes. No lock-in.
We use open, terminal-native, on-prem-capable agent runtimes (Claude Code, OpenClaw, Kibernetes). You own the code, the prompts, the skills, the evaluation suite. We are paid for transfer, not dependency.
03 — Conviction
Enablement is the deliverable.
Every engagement runs a 5-track Academy in parallel with deployment: operators, workflow designers, tool builders, evaluators, and governance leads. By month six your team is shipping agents without us in the room.
04 — Conviction
Measure from day one.
Every agent we deploy ships with a measurement frame: time saved, cost reduced, throughput, quality, error rate. If the numbers don't appear in your BI within 30 days, the agent doesn't go to production.
positioning

What Orchestrary is — and what it isn't.

We sit deliberately between the two dominant categories in the agentic AI market. Both, we think, leave clients dependent.

We are not
A SaaS vendor
  • No monthly seat fee for a dashboard you didn't ask for
  • No proprietary "AI platform" you can't audit or extend
  • No multi-year contract you can't exit cleanly
  • No black-box agents whose prompts and tools you cannot see
  • No "your data stays on our servers" compromise
We are not
A traditional consultancy
  • No 200-page strategy deck and a quarterly retainer
  • No army of juniors billing by the hour
  • No "phase 1: assessment, phase 2: assessment refinement"
  • No deliverable that lives in a binder six months after sign-off
  • No maintenance contract that grows over time
We are
A deployment-first consulting firm with an embedded academy.
  • Senior consultants who write the agents themselves and ship them into your production systems
  • An open, on-prem-capable runtime that your IT team can audit line by line
  • A structured 5-track Academy that turns 8–25 of your staff into in-house agent operators and engineers
  • A measurement frame attached to every agent — visible in your BI from day one
  • An engagement that ends. We move on, your team keeps building.
the team

Senior, hands-on, terminal-resident.

Orchestrary is intentionally small. Every engagement is led by a partner-level operator who writes code, ships agents, and stays accountable for the outcome.

Jakub Bareš
Jakub Bareš
Founder · Strategy & Agent Engineering
Strategy Agent Engineering Public Sector
Two decades across enterprise AI, public-sector transformation, and applied data science. Founder of Metamatics Ventures and previously led agentic-AI deployments inside the World Health Organization and a portfolio of European mid-market companies. 20+ ventures shipped. Writes Claude Code and OpenClaw skills daily. Speaks Czech, English, and a respectable amount of German. Based in Prague.
Petr Šimůnek
Petr Šimůnek
Partner · Trainings & Enablement
Trainings Low-code Operations
Mechanical engineer turned low-code AI plumber. Runs PT Solutions, where he builds custom AI systems for Czech SMBs — onboarding pipelines, B2B lead-intelligence, operations automation. Generalist to the bone, fluent across Make, n8n, Zapier, and the underlying API surface. Leads Orchestrary's Academy curriculum and the public Kibernetes seminar series.
+ Associate Bench
Behind the three partners runs a vetted bench of senior associates — agent engineers, MLOps, prompt designers, evaluation specialists, and EU AI Act governance leads. Invitation-only; every associate has shipped at least one production agent into a regulated environment.
how we got here

The short version of a long path.

From research labs and government deployments to a focused consulting firm.

2014 — 2020
Applied data science across enterprise & public sector
Founders cut their teeth on classical ML — recommendation, NLP, forecasting — in banks, telcos, and EU institutions. Saw firsthand that the bottleneck was almost never the model.
2021 — 2023
First wave of LLM deployments
Early production work with GPT-3.5/4 inside large organizations. Learned that retrieval-augmented chatbots are a feature, not a transformation.
2024
Pivot to agentic deployment
Six months embedded inside a major international institution deploying terminal-native coding agents (Claude Code) against real operational backlogs. Watched 50% of staff capacity get reproduced by 0.5 FTE of agent supervision.
2025
Orchestrary is founded in Prague
Incorporated to deliver one product: agent deployment with embedded enablement. First six engagements completed across public health, government advisory, scientific research, marketing, executive search, and B2B sales.
2026 →
Operator academy & partner network
Public Kibernetes seminars launch. Associate bench expands. Open-source tooling published. Czech & Central European mid-market becomes the focus.
by the numbers

What twelve months of focused work looks like.

6
Production engagements shipped
€48M
Documented client value created
120+
In-house operators trained
100%
Agents running in production at handover
talk to us

We don't sell software.
We deliver consulting that works.

Start with a free 60-minute discovery call. No pitch deck, no slide-ware. We'll diagnose where agents would actually move the needle in your department — or tell you honestly that they wouldn't.

or email us at hello@orchestrary.com