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Consulting + Productised Analytics Platforms

AI, Data Science and Decision-Support Systems for Technical Organisations

Smart and Scientific Solutions helps organisations turn complex data, scientific models, and operational uncertainty into reliable dashboards, analytics platforms, and decision-support tools.

GridEdge

Renewable revenue modelling

Pilot

P10/P50/P90

forecast bands

3

assets modelled

GBP/MWh

price view

BaselineForecast horizon
Generation P50Forecast
Price outlookGB market
Revenue rangeScenario

Product platforms

A product suite led by the commercial GridEdge platform.

SSS GridEdge is the flagship early-access platform. GridRisk and MoneyBuffer UK are product/prototype platforms with clearly stated decision-support and planning boundaries.

Flagship platformEarly access / pilot

SSS GridEdge

Subscription platform / early-access SaaS

Renewable energy analytics, forecasting, and revenue modelling for GB electricity market participants.

Solar and wind asset ownersProject developersRenewable energy fundsProject-finance lenders
  • Solar, wind, BESS, and biomass asset registration
  • Probabilistic P10/P50/P90 generation forecasting
  • GB half-hourly electricity price forecasting
  • Revenue forecasting with confidence intervals

SSS GridEdge is a decision-support analytics platform for renewable energy forecasting and revenue modelling. Forecasts and scenarios are not guarantees of generation, price, revenue, financing outcome, or operational performance. It is not control software and does not directly control grid assets, renewable assets, building systems, or operational infrastructure unless separately integrated, tested, validated, and governed.

Energy risk prototypeResearch / decision-support prototype

GridRisk

Renewable market-risk and dispatch intelligence prototype

Renewable energy market-risk and dispatch analytics for probabilistic forecasting, scenario comparison, and downside-risk diagnostics.

Renewable asset ownersEnergy analystsStorage operatorsFlexibility teams
  • Renewable generation uncertainty
  • 24h / 48h / 72h forecasting
  • Quantile forecasts
  • Rolling conformal calibration

GridRisk is a decision-support prototype and research-grade analytics platform. It is not live grid-control software, not trading software, and not financial advice.

Planning demonstratorPrototype / concept

MoneyBuffer UK

Financial planning analytics demonstrator

Financial planning analytics tool for cash buffer, budgeting, and resilience planning demonstrator workflows.

IndividualsHouseholdsSelf-employed usersSmall businesses
  • Monthly income/expense view
  • Income and expense planning
  • Buffer target estimation
  • Savings runway view

MoneyBuffer UK is an educational and planning tool only. It is not financial advice, not investment advice, and not FCA-regulated advice. Users should consult a qualified adviser for regulated financial decisions.

Consulting services

Specialist consulting for data, models, dashboards, and validation.

Our consultants help organisations scope analytical decisions, validate assumptions, build technical prototypes, and turn complex models into usable systems.

AI and Machine Learning Consulting

AI consulting UK and machine learning consulting for model design, validation, workflow integration, and applied AI strategy.

Data Science and Predictive Analytics

Data science consultancy for forecasting, classification, anomaly detection, segmentation, and statistical modelling for decision-support systems.

Energy Analytics and Building Performance

Energy analytics platform and building energy analytics support for consumption analysis, performance diagnostics, portfolio benchmarking, and reporting workflows.

Quantitative Finance and Risk Modelling

Quantitative finance modelling and risk modelling consultancy for research-grade scenarios, diagnostics, calibration workflows, and model validation tooling.

Scientific Computing and Mathematical Modelling

Scientific computing services for numerical methods, optimisation, simulation, stochastic modelling, and reproducible research engineering.

Dashboard and Decision-Support Systems

Dashboard development for product dashboards, executive reporting, technical interfaces, and analytics tools that make complex models usable.

Flagship product

SSS GridEdge brings renewable forecasting and revenue modelling into one decision-support workflow.

GridEdge by SSS Techs supports solar and wind asset teams with probabilistic generation forecasts, GB electricity price forecasts, Monte Carlo revenue scenarios, contract modelling, reports, Excel exports, and REST API access.

Solar, wind, BESS, and biomass asset registration

Probabilistic P10/P50/P90 generation forecasting

GB half-hourly electricity price forecasting

Revenue forecasting with confidence intervals

Bulk half-hourly meter reading ingestion

Monte Carlo scenario analysis

Merchant, CfD, PPA, ROC, and FiT contract modelling

Monthly operations and lender-pack PDF reports

Research lab

Quantitative modelling capability behind the product suite.

Latent benchmarking and Heston calibration sit under our Research Lab and quantitative modelling capability. They are research and model-validation frameworks, not investment products or trading signals.

Research frameworkResearch project

Latent Performance Benchmarking

Quantitative research framework

Risk-adjusted portfolio benchmarking using latent performance decomposition and stochastic frontier-style diagnostics.

Quant researchersPortfolio analystsAcademic finance researchersModel validation teams
  • Factor-adjusted performance diagnostics
  • Latent shortfall modelling
  • Rolling-window persistence
  • Ranking stability

Research analytics only. Not investment advice, not a trading signal, and not a recommendation to buy, sell, or hold financial instruments.

Model validation projectResearch / model validation project

Heston Model Calibration

Quantitative modelling framework

Stochastic volatility calibration workflow using Fourier pricing, constrained optimisation, diagnostics, and robustness checks.

Quant researchersModel validation teamsOption pricing analystsAcademic finance users
  • Heston stochastic volatility modelling
  • Fourier pricing
  • Implied volatility surface calibration
  • Residual heatmaps

Research and model validation only. Not investment advice, trading advice, or a trading signal.

Case study previews

Representative technical work, without invented client claims.

These previews show the kinds of product, prototype, and research work our technical team can deliver. They are capability snapshots, not named-client case claims.

Renewable Energy Intelligence / Subscription Analytics

SSS GridEdge

Renewable asset teams often have generation, meter, contract, price, and portfolio data but lack clear uncertainty-aware interpretation and decision-ready reporting.

Clearer renewable asset visibility, faster reporting, and a structured route from raw asset and market data to revenue insight.

Renewable Energy Risk Analytics

GridRisk

Renewable generation and market prices are uncertain, making dispatch and revenue decisions difficult.

Makes dispatch-risk trade-offs and revenue downside easier to inspect.

Financial Resilience Analytics

MoneyBuffer UK

Individuals and small businesses often lack simple visibility over cash buffer, runway, and downside scenarios.

Improves planning clarity.

Building Energy Analytics

Energy Analytics and Heating Diagnostics

Buildings can waste heating energy during unoccupied periods or through inefficient thermal behaviour.

Supports identification of inefficiency and operational improvement opportunities.

Delivery model

A team-based consultancy model for specialist technical delivery.

We use a role-based delivery model instead of invented staff profiles. Our delivery model brings together the technical roles each engagement needs.

Data science lead

Frames the analytical problem, selects modelling approaches, and translates stakeholder goals into measurable technical outputs.

Machine learning engineer

Builds reproducible pipelines, model workflows, validation routines, and deployment-ready engineering foundations.

Dashboard/product engineer

Turns models, metrics, and workflows into usable interfaces for technical and non-technical decision makers.

Quantitative modelling specialist

Supports stochastic modelling, optimisation, calibration, risk diagnostics, and mathematical validation.

Domain consultant

Provides context for energy, finance, operations, or research settings so analytical outputs match real-world decisions.

Technical writer/research analyst

Creates clear documentation, research notes, validation summaries, and stakeholder-ready technical communication.

Why clients work with SSS Techs

Commercial clarity, technical depth, and honest product boundaries.

Our technical team is useful when an organisation needs more than a dashboard mock-up: it needs model logic, validation, documentation, and decision-support workflows that can be trusted.

Consultancy and product thinking together

Our consultants can scope the analytical decision, then our technical team can turn validated logic into dashboards, workflows, and reusable product patterns.

Clear boundaries on maturity and risk

Our delivery model separates research, demonstrators, pilots, and production systems so stakeholders understand what is ready, what is experimental, and what needs validation.

Technical communication for business decisions

We translate model assumptions, uncertainty, diagnostics, and limitations into reporting that technical, commercial, and leadership teams can use.

Scope the decision before building the model
Validate assumptions and communicate limitations
Prototype quickly, then harden only what proves useful
Design dashboards around decisions, not decorative metrics
Keep research, demonstrator, pilot, and production language distinct

Consultation

Discuss a platform, pilot, or technical review.

Our technical team can review your data, clarify the decision workflow, and recommend a practical route from prototype to validated dashboard or production-ready system.