How we work

Reconnaissance to production. Under robotic control.

Every engagement is a concrete, repeatable operation: a two-week Reconnaissance Drop, agent-driven Solution Generation, and always-on Support — supervised by artificial employees that keep the whole project's knowledge base.

reconnaissance illustration
Who we work for

Three ways we deploy a pack

The operation is the same. What changes is where you start.

Startups

Build the core technology

Teams that need a defensible technological core created from scratch. We turn a raw thesis into a working, research-grade system that becomes your moat.

Corporate innovation

Catch the wave

Adopt an emerging technology fast — ride the wave without acquiring startups or standing up an internal lab. We integrate the new capability into what you already run.

Leverage to product

Audience into business

For entrepreneurs and influencers who already own an audience and deep domain understanding. We convert that connection and expertise into a real, AI-enabled product.

The operation, end to end

Drop → Generation → Support. Every phase ships clear deliverables and runs under robotic control.

PHASE 0

Reconnaissance Drop

2-week fixed-scope operation. Analyze the problem, scan the landscape, stabilize the vision, estimate the solution.

PHASE 1

Solution Generation

Agents generate what can be generated; we allocate human competences for the rest — strictly to the plan from the drop.

ALWAYS

Documents & Knowledge

Deliverables, QA data, UX analysis and R&D risk grow beside every Gantt. Artificial employees curate the knowledge base.

PHASE 2

Support

All data and docs handed over, an always-on support robot, and — if needed — a human on constant watch.

Phase 0 · 2 weeks

The Quick Reconnaissance Drop

A short, fixed-scope operation that de-risks everything that follows. In two weeks we analyze the real problem, investigate the entire landscape of current possibilities, stabilize a product vision both sides commit to, and estimate the solution — timeline, competences and risk marked straight onto the plan. Weekend columns run 🤖 robotic tasks that deepen research and expand the report while the team is off.

  • Agreed stage sequence
  • AI integration mapped to a timeline
  • Clear, per-stage deliverables

Example drop — abstract weeks & days. Several variants come out of the drop, one per candidate path.

Reconnaissance timeline

Team Robotic / automated Reporting Milestone
Task / Owner
Week 1
Week 2
D1
D2
D3
D4
D5
we6
we7
D8
D9
D10
D11
D12
we13
we14
Analysis of the fieldRT Research team
Field analysisdone
🤖 Robotic research deepeningAI Automated · weekend
Deepen researchdone
Analysis of product situationPA Product analyst
Phase 1done
Phase 260%
Synchronizing implementation visionTL Tech lead
Sync vision50%
Estimating solution · competences · riskTL Tech lead
Estimation30%
Solving off-the-shelf problemsEN Engineering
Off-the-shelf solving25%
Forming report documentPA Product analyst
Report draft10%
Presentation of results & Q&AALL Full team
Presentplanned
🤖 Robotic report expansionAI Automated · weekend
Expand for client needsplanned
Illustrative · abstract weeks & days · weekend columns run automated robotic tasks.

Documents

drop output
🗺️
Landscape & Feasibility Map
Current possibilities, off-the-shelf parts, what is genuinely hard.
Ready
🎯
Stabilized Product Vision
The vision both client and pack commit to.
Ready
🧭
Stage Sequence & AI Plan
Project stages with AI integration mapped to the timeline.
Drafting
📐
Solution Estimate
Timeline, required competences and risk, marked on the plan.
Drafting
📄
Reconnaissance Report
The full write-up — robot-expanded for client needs.
Live
Phase 1 · scope-dependent

Solution Generation

The timeline, competences and risk are already marked during the drop, so generation starts on a known map. The work splits two ways — and both run to the same plan.

Agent-generatable parts

Our artificial employees generate everything — code, models, simulations, documentation — running through nights and weekends.

👤 Human-required parts

We allocate the matching competences and implement strictly according to the plan, where judgement, hardware or domain craft is required.

Worked example — physical production of wearable robotics · 8 weeks · 1-week steps · abstract weeks. milestones & payment dates marked on the plan.

Production timeline — wearable robotics

Human competences ⚙ Agent-generated Milestone Payment
Stage / Owner
Week1
Week2
Week3
Week4
Week5
Week6
Week7
Week8
Product vision hardeningPM Product + client
Harden visiondone
Design of integral boardsHW Hardware eng.
Board design70%
⚙ Prototyping AIAI Agent-generated
AI prototype40%
⚙ Running simulationAI Agent-generated
Simulation runs15%
Building prototype hardwareHW Hardware eng.
Build prototypeplanned
Testing & correcting simulationQA QA + AI
Test ↔ correct loopplanned
Milestones & payments
M1 · end Wk 2Vision + boards · Payment 1
M2 · end Wk 5AI + sim validated · Payment 2
M3 · end Wk 8Prototype delivered · Final payment
Illustrative · abstract weeks · agent-generated stages run continuously; payments tied to milestones.

Documents

R&D-savvy
📦
Deliverables
The concrete artifacts due at each stage.
Live
QA data
Test coverage, results and verification evidence.
Live
🎛️
UX analysis
Usability findings and interaction decisions.
In progress
⚠️
Risk estimation
For R&D-savvy systems — the unknowns and their mitigations.
Live
🧪
Simulation & hardware logs
Sim ↔ hardware loop, captured automatically.
In progress
Always on

Under robotic control

The whole operation runs under the control of our artificial employees. They keep the knowledge base of everything that happens — but they curate it, carefully choosing the most important things to retain rather than hoarding noise.

Nothing is lost when people rotate off the project. Every decision, deliverable, test result and risk stays addressable — for the team today and for support tomorrow.

🧠

Curated knowledge base

Runs nights & weekends

🔁

No handover loss

Phase 2

We don't disappear

After delivery the project keeps running — watched, documented and supported.

📂

Full handover

We share all the data and all the project documentation — the curated knowledge base is yours.

🤖

Always-on support robot

A support robot is switched on and accessible any time, answering from the project's own knowledge base.

👁️

Human on constant watch

If needed, one of our employees keeps a constant watch — plus basic consultancy so the project never goes unattended.

Ready for a reconnaissance drop?

Two weeks to a stabilized vision, a staged plan, and an estimate you can trust.

Contact us