We build computer vision, forecasting, and AI agent systems for operations with measurable waste.
No retainers, no upfront build fee: we are paid a capped share of the savings we can prove, and nothing if the number does not move.
We specialize in four core areas of AI implementation
Automate visual inspection and monitoring for manufacturing and operations
Learn more →Predict what matters most to your business before it happens
Learn more →Turn your ML experiments into production systems that actually work
Learn more →Build intelligent agents that handle customer interactions and operations
Learn more →We focus on operations where the saving is verified by someone other than us - a carrier, a control store, a settlement price. That is what makes paying from results honest instead of a slogan.
The carrier decides whether to pay the claim, and the money lands in your AR. Nothing about that number is our opinion.
Retail & GroceryMost retail loss is operational, not theft - and measurable weekly against control stores, not at next year's inventory count.
Energy & UtilitiesHourly settlement means we can run against your current method and prove the difference in weeks.
AI AgentsOver 40% of agentic projects get canceled. We name the off-the-shelf product when one already wins.
Focused on logistics, retail and grocery, and energy, where the waste is measurable in dollars
From proof of concept to production deployment and ongoing support
We build systems that deliver measurable business impact, not just technical demos
No fixed retainers—we charge based on the value we create for you
We grow only when you save costs or increase revenue first.
We are new, we want proof, and we are pricing accordingly. Here is the whole offer.
Opinionated guides and tools for buyers with a live problem—no fluff
Censored demand, price endogeneity, layered seasonality—five failure modes and what actually works.
Decision GuideThree questions that decide it, worked examples, real cost ranges—and the spreadsheet option nobody sells.
Free ToolPayback period, 3-year ROI, and a verdict on whether you need a model, a tool, or a spreadsheet.
We are a team of experienced software engineers specialized in machine learning, computer vision, and AI technologies. We transform complex AI concepts into practical business solutions that deliver measurable results.
We focus on understanding your specific challenges and create custom solutions tailored to your needs—no cookie-cutter approaches. As your competitors adopt AI to boost productivity and efficiency, staying competitive requires embracing these technologies now rather than later.
If you have repetitive tasks, manual processes, data you're not fully utilizing, or customer service bottlenecks, AI can help. Nearly every business has opportunities to reduce costs, improve efficiency, or enhance customer experience through intelligent automation.
No retainer and no upfront build fee. We are paid a capped share of measured cost savings or revenue increases, computed from your own systems—and nothing at all if the number does not move. The delivery risk sits with us by design.
Operations where the saving is verified by someone other than us: freight and logistics (recovered cargo claims, billing cycle time), retail and grocery (perishable loss measured against control stores), and energy (forecasting proven against hourly settlement). We work outside those verticals too, wherever the outcome is genuinely measurable.
Not yet, and we will not invent them. We are a new consultancy, and that is precisely why our terms are what they are: since we cannot point to past results, we carry the risk instead—no upfront fee, payment only from measured improvement. If you would rather hire a firm with a portfolio, that is a reasonable choice, and it will cost you a retainer.
Let's discuss how AI can transform your business
Schedule a Consultation Limited spots available