Metered and revocable
Commodity AI is billed per token and politically governed. Access can be throttled, repriced or withdrawn without notice, and costs climb with every workflow your team learns to depend on.
Anominal AI
The platform · A product of Ember Venture Group
Sovereign AI infrastructure, bespoke to your business.
Anominal AI designs, builds and operates sovereign AI infrastructure for growing businesses. Your data, your models and your decisions run on dedicated hardware inside your walls, prepared and managed for you end to end, licensed and owned by your business.
One exposure every growing business now carries
Rented access
Data exposure
Templates, not systems
Don't run your business on AI you do not own.
AI has become the deciding advantage in every industry, yet nearly everything for sale is rented: metered access to someone else's models, on someone else's infrastructure, under terms that can change without notice. The largest institutions build their own. Sovereign AI at scale has never been for sale, until now.
Your data leaves your walls
Every prompt, file and record sent to a frontier model crosses your operational boundary. Where information is the advantage, structural privacy is not a feature. It is the product.
Built for everyone, and no one
Turn-key platforms flatten your operations into their templates. Your business isn't built on a template, so we size the product to yours.
What the platform is
Complete AI capability, built around your business.
Fully sovereign data storage, computation and decision-making AI, designed around the way your business already works. We don't ask you to replace your systems. We extend them, from spreadsheets to ERP, into institutional-grade foresight.
Sovereign
Your data, your models, your hardware.
Dedicated infrastructure prepared for you and governed by you. Never commingled, never used to train anyone else's models, never accessible to a third party. If you leave, everything goes with you in open, portable formats.
Bespoke
Built around your processes, not a template.
We study how your business actually runs, then design data capture, models and decision support to fit it precisely. Your models plug into a proven architecture and stay unique to your deployment.
Operated
Prepared, maintained and optimized for you.
You never hire a data scientist or manage infrastructure. One managed engagement covers hardware, software, monitoring, retraining and a named engineer who knows your deployment personally.
- 01CaptureFrom the systems you already run: spreadsheets, accounting, ERP, production records and market feeds.
- 02CleanseStandardized and validated. Quality gates hold before any model is allowed to train.
- 03ModelMultiple architectures compete on your data, and only the strongest serve.
- 04DecideForecasts with calibrated confidence, tested against your own history first.
- 05OptimizeContinuous monitoring, retraining and accuracy validation for the life of the service.
Breakthrough product · Working prototype
Anominal BioFoundry: from biology to better manufacturing decisions.
Industry cannot adopt a material on promise alone. It needs consistent quality, predictable supply, competitive cost and proof that the material performs. Plants, fungi and other biological feedstocks can replace or complement fossil-derived inputs, but every variety behaves differently. BioFoundry is the Anominal platform applied to that problem: one view that connects genetics, growing regions, cultivation, processing, material quality and markets.
What it answers
- Which genetics to plant where. Genotype-by-environment analysis, stability across sites and seasons, and a recommendation for every region.
- Which sources meet the specification. Change a yarn-grade requirement and see which genetics and regions reliably deliver it.
- What each product line will be worth. Five forecasting models compete on every price and volume series, scored against history, with ranges from their own measured error.
- Where margin and carbon sit. Flows from region to feedstock to product, sortable economics, and screening estimates of carbon taken up and stored.
- What a brand's order will cost. Forecasts replayed as they were issued, with sourcing, quality and milestones for each order.
How it feels to use
- Drill down anywhere by region on a map, season, genetic identifier, trait and product.
- Read the meaning first. Every section opens with a plain-language finding, and the strongest appear at a glance.
- Five divisions, one picture: genetics and farming, nutrition, textiles and fashion, building and packaging, and biochar and carbon.
Honest by design. The public prototype runs entirely on clearly labeled synthetic data. Every figure is computed live from records shaped like the data growers and processors collect, so customer data replaces it without changing a single view.
Try the working prototype →BioFoundry is the template for every industry where natural variation decides value: plant fibers, fungi, food systems and advanced bio-based materials. Hemp is the first proving ground.
Independent by architecture
Frontier-free. Your data never touches a frontier model provider without your permission.
Our models are open-source foundations tuned through our own research and development, deployed on your own infrastructure. Open standards throughout, no vendor lock-in, and fixed, predictable economics with no per-token metering.
Your walls · your operational boundary
Your data→Capture & processing→Model training→Forecasts & decisions
Three phases · Gated by evidence
Phase I
Phase II
Phase III
Proof of concept to operating infrastructure in as few as four months.
Discover
We digitize, cleanse and analyze your data and establish the baselines your return is measured against. You keep an installable data package and re-runnable analysis with standalone value.
Build
Collection, processing, training and forecasting take shape around your operations. Models are backtested against your history and move to production one at a time as they pass your acceptance tests.
Operate
Your deployment runs in production: monitored, retrained and optimized for the life of the service, with a named engineer and a rolling scorecard of measured value.
Every phase ends at a gate where you hold tangible assets and decide whether to continue. No long-term commitment until the evidence has earned it.
Customer zero · Live in production today
Evidence-based governance
Industrial partnership
The founders
We are our own first customer. You get what we run.
1.46M
Forecasts scored against realized market outcomes in one walk-forward recertification of the live system, August 2026.
Models earn their seats and lose them on scored evidence alone. One was retired after 331,528 scored forecasts showed no durable edge. Nothing serves on reputation.
Of The Earth Group, a thirty-year sustainable fiber operator, signed a Strategic Technology Partnership in April 2026 spanning six operating divisions. It is helping shape the first BioFoundry use cases.
Bartosz and Nicole Solowiej. Senior AI technical advisor to the World Bank Group and the IMF, and PwC-trained commercial leadership. Leadership →
How an engagement begins
Three steps. No commitment without evidence.
- 01A conversationThirty minutes with the founders on where foresight would change your decisions.
- 02A data readiness reviewUnder NDA, what your data can already support and where the fastest value sits.
- 03A founding engagementA scoped Phase I with deliverables you own outright, and a gate before anything larger.
The most important AI your business will ever run is the one it owns.