Expertise
We bring together the precision of quantitative finance, the clarity of systems design, and the speed of real-world delivery. Our expertise spans modelling, automation, data infrastructure, and market execution built to help teams operate with confidence and control.
Core Practices
Here at Bakesell, we simplify with technology so you have the time to focus for what really matters.
Our approach is grounded in technical precision, real business needs, and measurable impact. Bakesell is where quantitative engineering meets strategic execution—built not for theory, but for action.
Quantitative Finance
& Forecasting
Bespoke probabilistic models
We apply time-series forecasting, scenario simulation, and signal processing to build financial systems that learn and adapt
Typical Output: Dynamic rolling forecasts, Budget variance alerting, Capital efficiency models
Financial Systems
& Automation
End spreadsheet chaos
We design integrated systems that surface insights in real time — turning your business into a high-frequency feedback machine
Typical Output: API reporting infrastructure, automated dashboards, reconciled transaction pipelines
Go-to-Market
Strategy
Bridge insight and execution
We help B2B SMEs sharpen pricing, segment demand, and validate GTM assumptions with real signals — not anecdote
Typical Output: Segment elasticity maps, channel unit economics, attribution scoring
Strategic
Advisory
Strategy is nothing without math
We support executive teams in translating ambiguity into solvable equations — with decision frameworks, scenario trees, and investor-ready models
Typical Output: Business model diagnostics, runway extension strategies, data-backed investor narratives
Can
Reduce financial forecast error by 60% for a logistics SME using Bayesian regression
Design full-stack financial infrastructure for a regional SaaS platform — integrating ERP, CRM, and analytics layers
Help an industrial B2B firm identify $2.1M in lost margin from poor pricing architecture
Precision, pace and zero tolerance for BS."
