Chief Executive Officer
Strategic growth, communication and business development — company identity, partner relationships and market positioning.
Seed briefing · Nexus Industrial €2M
The Knowledge Engine company.
- Grounded AI as product IP — not consulting theatre.
- CNC / CAM module live in production — partner GTM open.
- European engineering. Partner-native distribution.
Cosmic Brokkoli is building a reusable Knowledge Engine architecture — semantic, explainable, deployable beside existing systems — with domain versions for industrial, risk and enterprise markets. Capital accelerates productisation of what a senior team already knows how to ship.
Raising €2M seed for Nexus Industrial — turn a live industrial foothold into a factory-wide platform.
Why this is an investment — not a project.
Enterprises will pay for AI they can trust in production.
Generic chat wrappers compress to zero. The durable layer is grounded knowledge: approved sources, explainable reasoning, human-in-the-loop control, and deployment that does not rip out the core. That is infrastructure software — and infrastructure software creates equity value when it becomes reusable IP. Cosmic Brokkoli is the company. Nexus Industrial proves the engine in a real industrial market.
- Knowledge Engine = product substrate across domains
- Live industrial workstream already under way — not a blank-slate pitch
- Sits beside partner and customer systems — adoption without rip-and-replace
- Senior delivery DNA lowers execution risk vs. pure research shops
- EU base with local/hybrid AI posture buyers actually require
Services fund learning and cash discipline. Equity value comes from compounding platform IP.
Operators who have shipped the hard parts.
A lean Vilnius-based company with decades of continuous engineering behind it: mission-critical platforms, industrial environments, public-sector systems, data estates, risk and quality — condensed into an AI-first product company. Roles below; diligence unlocks names.
Chief Innovation Architect
25+ years building large-scale digital platforms. Drives AI-first knowledge architectures for industrial and enterprise domains.
Co-Founder & Chief Software Architect
Mission-critical systems, ERP/risk/quality platforms and AI-native stacks — architecture that ships to production.
AI Platform Engineer
AI-first applications, model orchestration and continuous exploration of LLMs, agents and RAG for the product roadmap.
Senior Full-Stack Engineering
Cloud-native platforms, performance and maintainability — turning Knowledge Engine concepts into reliable product modules.
Business Development
Enterprise growth, market opportunities and industrial channel conversations that turn pilots into paid deployments.
Strategic Partnerships
Multidisciplinary delivery coordination — concept to production, aligning innovation with partner and customer goals.
Operations & Administration
Processes, coordination and day-to-day operating cadence as the company scales product and pilots.
25+ years building mission-critical enterprise software. Investors get shipping velocity, not a research theatre.
The wedge: Knowledge Engine.
One architecture. Industrial beachhead first.
Our differentiator is not another chatbot. It is a Knowledge Engine — a semantic layer that turns documents, systems, sensors, procedures and scarce senior expertise into structured, explainable knowledge that can act.
Nexus Industrial is the active beachhead. The same engine expands to risk, enterprise and partner IP. Architecture first; products follow.
Why this beachhead pattern works
- High-value work still locked in scarce senior expertise
- Clear inputs, auditable outputs, human-in-the-loop control
- Learning compounds when systems stay in the loop
- Same KE architecture expands across plant, risk and enterprise ops
Industrial
Nexus Industrial — plant intelligence and machining automation as the live workstream.
Risk
Controls, incidents, compliance — decisions that must stay governed and defensible.
Enterprise
Grounded answers across CRM, tickets, documents and legacy cores.
Partner IP
White-label and co-delivery — sell through companies that already own the customer.
Technical pillars
- Knowledge graphs
- Grounded retrieval
- Explainable reasoning
- Human + AI workflows
- Local & hybrid AI
- Privacy-aware pipelines
Nexus Industrial.
One project in the portfolio — already moving.
Nexus Industrial is our industrial Knowledge Engine suite for the factory floor. It is not the whole company: it is the beachhead we are advancing now, built on the same substrate as our other domain work.
Connect systems, process knowledge, deliver grounded decisions — with specialised agents sharing one Industrial Memory.
Connect
Bring plant systems and knowledge sources into one coherent layer agents can use.
Process
Reason over a shared Industrial Knowledge Graph — grounded, explainable, human-supervised.
Deliver
Actionable outputs for operators and engineers — cited, auditable, production-ready.
Beachhead among several domain surfaces. Same Knowledge Engine — industrial first.
Market: TAM · SAM · SOM.
Industrial AI is compounding — we enter through discrete manufacturing.
Market sizing for Nexus Industrial (IoT Analytics industrial AI). We sell into complexity where AI must be correct, auditable and integrated.
Global Industrial AI (2024) → $153.9B by 2030 at ~23% CAGR · IoT Analytics
Initial target: CNC & precision machining, machinery, automotive suppliers, aerospace, furniture — then process industries
18-month objective: 5 paid industrial pilots at €40k–150k per site · typical first-year contract €50k+
Entry verticals
CNC, precision machining, machinery, automotive suppliers, aerospace, furniture manufacturing.
Expansion
Process industries next: food & pharma, electronics, packaging, energy, chemicals.
Buyer budget
Platform license + integration depth — recurring revenue on systems that stay in the loop.
Why it pays
Knowledge loss, digital thread convergence and industrial AI adoption are irreversible trends.
We sell into complexity. Complexity pays and retains.
What a fast-follow cannot copy in a quarter.
- Knowledge treated as an architecture — not a prompt pack
- Domain packs that compound learning across markets
- Multi-decade delivery credibility inside the founding team
- Partner-native GTM that rides existing distribution
- EU trust posture: local/hybrid AI and privacy-aware pipelines
- Ability to take real work packages while productising IP
A competitor can clone a demo overnight. Replicating grounded architecture plus enterprise trust takes longer — that window is what capital should fund.
Traction — what is already real.
Product in production. Partner channel opening. Unit economics defined.
Seed investors diligence three layers: what ships today, how it monetises, and how capital converts foothold into repeatable ARR. Below is the substance stack — names, contracts and walkthroughs in the data room.
LiveCNC / CAM module in production
100%Engineering Intelligence shipped
35%Factory Intelligence in build
9Specialist industrial agents
€40–150kPlatform license / site / year
€50k+Typical first-year contract
Platform delivery vs defined scope
Stage 01 — Engineering Intelligence
100%In production
Machining strategy generation: part → material, process, strategy, toolpath — every choice cited to datasheet, project and standard.
Stage 02 — Factory Intelligence
35%Active development
What this round funds: plant-wide Industrial Memory, connectivity and operator-facing agents beyond the first module.
Stage 03 — Industrial Platform
10%2027 roadmap
Factory-wide platform: continuously learning deployments, OEM / automation packaging, multi-site scale.
Commercial readiness
Partner GTM open
First module entering market with an industrial partner — channel that already owns factory relationships.
Recurring revenue model
Annual platform license €40k–150k per site; first-year contract value typically €50k+ with integration depth.
Enterprise deploy posture
Hybrid: cloud, on-premise or air-gapped. Explainable outputs traceable to source documents and events.
18-month commercial plan
5 paid industrial pilots · 3 product modules · €300K target ARR · 1 OEM / automation partnership.
Live industrial deployment
Not a lab demo: Cosmic Engine machining strategy is live in production today — real geometry-to-toolpath loops with grounded citations.
Industrial Memory architecture
Nine specialised agents on one shared Industrial Knowledge Graph. Every deployment compounds value for the next site.
Partner-native distribution
White-label, OEM and co-delivery ready — sell through companies that already own the customer, while platform IP compounds.
Execution risk already de-risked
25+ years shipping mission-critical enterprise software across industry, public sector and regulated domains — plus multi-country delivery footprint.
Diligence package: technical walkthrough, partner commercial path, pricing sheet, 18-month milestone plan. We separate shipping from roadmap — and we can prove both.
How equity value compounds.
1 · Deliver
Senior engineering and AI work packages — cash discipline and production learning.
2 · Productise
Extract KE modules, connectors and domain packs into reusable IP.
3 · Embed
White-label / OEM into partner products — assistants, agents, industrial and risk platforms.
4 · Scale
Repeatable deployments, recurring platform revenue, expanding domain library.
Platform license
€40k–150k per industrial / site deployment — typical entry
Integration value
First-year contracts €50k+ as system depth grows
Services are the flywheel — not the end state. Recurring platform revenue on deep integration is the equity story.
Vilnius hub.European advantage.
Lithuania · English-first · EU posture
Headquartered in Vilnius with delivery experience across Italy, Spain, Sweden, Romania, Moldova, Ukraine and Georgia. A European engineering base that resonates with regulated buyers and cross-border partners — explainable AI, hybrid deployment, AI Act-aware.
Delivery experience across:
- Italy
- Spain
- Sweden
- Romania
- Moldova
- Ukraine
- Georgia
Talent density. Trust geography. Expansion runway.
Nexus Industrial raise: €2M.
Seed capital to finish the factory suite and convert production foothold into paid pilots.
Raising · Nexus Industrial€2M18–24 month productisation and pilot runway · seed
Product & platform engineering 40% · €800K
Complete factory platform core, agent framework, security hardening.
Industrial AI & connectivity 25% · €500K
Machine/system connectivity, hybrid AI, Industrial Memory depth.
Pilots & customer success 15% · €300K
Paid industrial pilots into production — evidence, not theatre.
Sales & partnerships 15% · €300K
Partner enablement, OEM/automation channels, pilot-to-production playbooks.
Operations & legal 5% · €100K
Compliance readiness, working capital for enterprise sales cycles.
Allocation mix: 40% product · 25% industrial AI · 15% pilots · 15% sales · 5% ops.
Why this round, why now.
Module live. Partner channel open. Capital finishes the factory suite.
What we already have
Proof points
Machining strategy live in production. Engineering Intelligence at 100% of defined scope. Partner GTM underway. Pricing and deploy posture defined.
What capital builds
€2M raise
Factory Intelligence depth, five paid industrial pilots, OEM channel — from foothold to repeatable product line and €300K ARR path.
Why now
Market window
Industrial AI at $43.6B and compounding ~23% a year. Buyers want grounded, controllable AI on the floor — not another wrapper.
- Enterprises are past novelty — they demand grounded, controllable AI
- Partner platforms need a knowledge substrate, not another thin wrapper
- European buyers require local/hybrid deployment and privacy
- Domain expertise is still locked in scarce seniors and silos
- A lean senior team can still out-execute incumbents on the wedge
We are not raising to invent a problem. We are raising to finish what production already proves is possible.
What we want from capital partners.
Investors who understand deep tech and enterprise reality — capital, network and patience for productisation — in exchange for equity in reusable Knowledge Engine IP. Ticket: Nexus Industrial €2M seed.
18–24 month objectives
- 5 paid industrial pilots
- 3 repeatable product modules
- €300K target ARR
- 1 OEM or automation partnership
- Production-ready European factory platform
- Lead or co-invest aligned with AI infrastructure / industrial / enterprise software
- Intros to industrial, automation and systems-integrator channels
- Board-level sparring on packaging, pricing and capital efficiency
- Shared ambition: a European Knowledge Engine category player
€2M Nexus seed. Shared engine. Prepare Series A.
Build the engine.Own the category.
Ready for investors who diligence substance.
If the next decade of enterprise AI belongs to grounded knowledge systems on the industrial floor — we should talk. We bring live production traction, Nexus Industrial (€2M seed), and the partner posture. Capital brings the acceleration.
Vilnius, Lithuania
Knowledge Engine company · Nexus Industrial