Kola AI sensor array module mounted on industrial bracket

Investors & Strategic Partners

A new category of
industrial intelligence.
We are building it.

KolaTM is not a feature add-on to an existing system. It is the first fixed-array AI platform designed from the ground up for continuous, full-field inventory intelligence — no moving parts, no rip and replace, no ceiling on scale.

The whitespace

The industrial AI revolution
is happening. Inventory intelligence is the gap.

Change is inevitable.

The only question is whether an operation leads that change or absorbs it. The legacy landscape — manual cycle counts, barcode wands, autonomous mobile robots — is being retired. Yet no fixed-system AI platform has claimed the space it leaves behind. KolaTM is designed for that gap: a persistent, intelligent layer that works continuously across the largest and most complex industrial environments on the continent.

$1.2M
Year 1 gross revenue target
post-launch
$5.8M
Year 3 gross revenue projection
as installed base scales
3
Competitive categories
KolaTM displaces

Revenue figures represent projected gross sales (hardware + SaaS + services). Detailed financial model available upon request.

Aerial view of large-scale logistics and distribution park

KolaTM targets the full spectrum of large-scale industrial operations: 3PL hubs, regional and national distribution centres, industrial manufacturers, multi-site retail warehouse operators, and government procurement depots — all facing rising regulatory pressure around SKU traceability, ESG reporting, and audit-grade accuracy.

Defensible differentiation

Fixed. Modular.
Intelligent. Patent Pending.

KolaTM is engineered around a fundamental insight: the right answer to full-field industrial visibility is not a robot that moves — it is a fixed intelligent array that never stops watching. The architecture is proprietary, the IP is protected, and the platform is built to extend far beyond inventory.

No moving parts

Eliminates the downtime, maintenance overhead, and safety restrictions that make AMRs and drone systems operationally expensive. Fixed modules run continuously without intervention.

Edge + cloud architecture

AI inference runs at the node; intelligence and audit trails live in the cloud. Balanced compute reduces latency, lowers costs, and eliminates single points of failure at scale.

Application-agnostic platform

Inventory is the first vertical. The underlying architecture is already designed to extend into equipment monitoring, safety compliance, and facility analytics — without mechanical redesign.

Integration-first design

KolaTM enriches existing ERP and WMS platforms — it does not replace them. PIPEDA and GDPR compliant by design, built for deployment in regulated enterprise environments.

Patent Pending — Chestnut Compute Corp
Supply chain intelligence network visualization

Competitive landscape

Mobile robotics & AMRs High maintenance
Manual & barcode-driven Labour intensive
Emerging visual AI vendors No fixed platform
KolaTM — Fixed-Array AI Category leader

Why the market is ready

The case for KolaTM writes itself.

ROI is the headline — but adoption is driven by a stack of converging pressures that make KolaTM a procurement priority, not a discretionary spend. For investors and collaborators, each driver below represents a pull on demand that compounds as the market moves.

Return on investment — measurable from day one
12-month average payback period. 75% reduction in inventory audit costs. Shrinkage approaching zero. These are outcomes that appear directly on the P&L — not productivity estimates or efficiency projections. Full ROI breakdown →
Regulatory and compliance pressure
Rising ESG reporting obligations, SKU-level traceability requirements, and audit-grade documentation mandates are creating a procurement imperative. KolaTM produces defensible, time-stamped audit trails automatically — without any additional workflow.
Labour scarcity is structural, not cyclical
Manual inventory processes depend on a labour pool that is shrinking and expensive. KolaTM removes the dependency on manual rounds entirely, freeing operations staff for higher-value work — permanently, not as a stopgap.
Zero disruption to existing operations
No rip and replace. KolaTM integrates with existing ERP and WMS platforms without displacing anything already owned. Procurement committees approve it because the risk profile is low and the operational continuity is guaranteed.
Adoption scales with confidence
Modular design means a facility can begin with a single zone and expand across the full footprint. Low commitment at entry, high retention once the Digital Twin is live and trusted. The installed base grows with the client.
Competitive necessity is building
As early adopters gain fill-rate accuracy and audit capability, competitors on legacy systems face a growing disadvantage. The window to adopt early and lead is finite. For investors, this dynamic shapes both adoption velocity and valuation trajectory.

The broader trajectory

The next frontier of AI
is not digital. It is physical.

The most significant capital commitments in AI right now are not going into language models — they are going into systems that sense, model, and act on the real physical world. This paradigm shift is arriving in industrial operations, and KolaTM is architecturally built for it.

The companies that instrument physical reality first — and build the data flywheel earliest — will be categorically difficult to displace.

Physical AI is the next category
AI systems trained on and acting within real physical environments represent the next major investment frontier. Unlike language or generative AI, Physical AI operates in three-dimensional space — under live conditions, with real consequences. Industrial inventory is one of its most commercially mature applications.
Every deployment builds the moat
Each facility KolaTM operates in generates a proprietary corpus of real spatial and inventory data — layout patterns, movement anomalies, reconciliation rates across facility types and SKU profiles. This accumulation cannot be purchased or simulated. As the installed base grows, so does an intelligence advantage no late entrant can replicate.
The platform improves as it runs
KolaTM operates as a closed loop: deploy → capture → improve → redeploy. A facility running KolaTM in Year 3 benefits from a Digital Twin calibrated across thousands of operational cycles. The value compounds with time — which means early adopters gain a structural advantage that accrues independently of any future feature release.
Why fixed array
A stationary system that never stops watching is more reliable, more scalable, and safer than any mobile alternative. KolaTM is built on that premise.
Why now
Cloud AI has matured to the point where fixed-unit visual inference is commercially viable at scale. The technology window and the market demand have converged.
Why Chestnut
15+ years of enterprise systems experience, a proprietary architecture, and a founding team that has shipped complex technology in regulated environments. We know how to build and deploy.

Current status

Proof-of-concept underway.
Pilots launching. IP secured.

KolaTM is not a whiteboard idea. Core architecture, AI visual modules, and dashboard UX are in active development. The first pilot deployments are on a confirmed timeline.

Core architecture complete
Sensor matrix, cloud pipeline, and Signature Dashboard UX finalised
AI visual modules in prototype testing
5 full systems in build — object detection, OCR, and full-field mapping under validation
Pilot partner discussions underway
Strong interest from qualifying Canadian industrial operations — structured deployment timeline established
Grant applications active
IRAP, BDC, and AI Compute Access Fund submissions in progress
Live operational validation at qualifying Canadian facilities
Structured rollout to qualifying operations following pilot validation

The business model

Hardware. Software. Scale.

KolaTM's hybrid model generates revenue at point of sale and grows with every site under subscription. As the installed base scales, recurring SaaS revenue compounds — creating a durable, predictable revenue engine.

Revenue stream 01
Hardware
From $3,500 / module
Fixed-position sensor pods sold per unit with volume-tier pricing. 2-year hardware replacement warranty. Modular design enables phased rollouts across any facility footprint.
Revenue stream 02
SaaS Dashboard
From $1,000 / site / month
Signature Dashboard subscription per facility. 99.9% uptime SLA. Includes real-time anomaly detection, Digital Twin reconciliation, audit trail generation, and ERP/WMS data integration.
Revenue stream 03
Services
On request
Optional integration consulting, on-site installation, SLA-backed support, and custom analytics modules. Supports enterprise clients requiring deep ERP customisation or multi-site coordination.
Projected revenue composition
System sales (hardware + license)
60%
SaaS dashboard subscription
30%
Consulting, integration & support
10%

Canada's Productivity Super-Deduction

Installing KolaTM is now a tax-positive capital decision.

Canada's 2025 federal budget (Bill C-15, in force March 2026) introduced the Productivity Super-Deduction — allowing businesses to write off 100% of qualifying capital assets in Year 1, rather than depreciating them over five or more years. A KolaTM system installation qualifies directly under the "productivity-enhancing assets" category, which explicitly names computers, data network infrastructure, and AI tools. This is enacted legislation — not a projected incentive — with a defined window through 2029.

100%
of hardware CapEx deductible
in Year 1 under the Super-Deduction
~$143K
Year 1 tax relief on a 100,000 sq ft
installation at a 26.5% combined rate
2029
Full 100% deduction available for
assets placed in service through 2029

Tax figures are estimates based on a combined federal/Ontario corporate rate of 26.5%. Consult your tax advisor. Phase-out begins 2030 (75%), continuing through 2033.

Traditional CCA vs. the Super-Deduction — a direct comparison

Under traditional Capital Cost Allowance rules, a $541,000 KolaTM installation for a 100,000 sq ft facility would generate approximately $28,600 per year in tax savings over five years. Under the Productivity Super-Deduction, the entire benefit — approximately $143,000 — is captured in Year 1, reducing the net effective cost of the installation before a single dollar of operational savings is counted. The SaaS subscription ($0.48/sq ft/yr) is treated as an operating expense and is already fully deductible annually — no special election required.

Calculate your facility's tax-adjusted ROI →

ROI Calculator

What's your payback period?

Based on industry averages — results may vary ±30% depending on your specific operation.

How to engage

Two ways to be part
of what comes next.

Financial Partners

Investors

Chestnut Compute is raising to complete the pilot phase and accelerate commercialisation. KolaTM sits at the intersection of industrial AI, supply chain technology, and Canadian deep tech — a category forming in real time, with a proprietary architecture and a clear path to scale.

  • Seed-stage and early growth investors
  • Strategic funds with industrial AI or supply chain mandates
  • Angels with enterprise technology or logistics backgrounds
  • Government and innovation finance bodies (IRAP, BDC, SR&ED eligible)
Strategic Partners

Collaborators & Integrators

We are selectively engaging with organisations whose platform or client base intersects with industrial inventory intelligence. KolaTM is integration-first by design — and its architecture creates genuine value for partners who bring distribution reach, deployment infrastructure, or complementary technology.

  • Warehouse systems integrators and automation contractors
  • ERP and WMS platform vendors seeking AI enrichment
  • Logistics operators evaluating non-disruptive AI deployment
  • Technology infrastructure providers (cloud, edge, IoT)
Strategic partnership
We built KolaTM to solve a problem that has been structurally ignored — not because the technology wasn't possible, but because no one had designed the right architecture for it. That moment has arrived. The category is forming. We intend to lead it.
Marc Etherington, Founder & CEO, Chestnut Compute Corp

Currently accepting investor & partner conversations

Request a confidential briefing.

Whether you are evaluating an investment, exploring a distribution or integration partnership, or simply want to understand what KolaTM makes possible — we are open to a direct conversation. No commitment required at this stage.

Canada 647-367-9233 USA 954-900-8811 info@chestnutcompute.com