Bottom-up electricity markets for constraint-bound grids.
Enleashed is a programmable market layer designed for distribution-level congestion, local energy communities, and renewables-heavy systems. We combine continuous clearing, network feasibility, and fairness-based value distribution so the market reflects what the grid can actually deliver.
Electricity markets weren’t built for a renewable world. So I built the infrastructure to fix them.
I’m building market infrastructure that sits directly on top of grid physics — turning electricity markets into a real-time control layer, not a once-per-hour price auction.
After more than a decade working across energy, flexibility platforms, and digital systems, I went back to Imperial College London to tackle a problem most of the industry treats as “policy” or “pricing”.
It’s not. It’s infrastructure.
Today’s electricity markets are running 21st-century power systems — renewables, EVs, batteries, flexible demand, constrained networks — on 20th-century market architecture. The result is volatility, curtailment, weak investment signals, and growing regulatory intervention.
- Prices scarcity continuously across time and location
- Allocates access and reliability transparently during system stress
- Rewards assets based on real contribution to stability — not just marginal position
- Scales from devices and households up to transmission-level markets
Instead of relying on extreme price spikes, uplift payments, and political correction, the system uses bounded, interpretable digital signals derived from physical network tightness — making the market stable, investable, and programmable.
This isn’t another dashboard. It’s the control layer for the renewable energy system.
If you’re interested in infrastructure at the intersection of climate and digital platforms, I’d love to connect.
- Digital operating system for electricity markets
- Flexibility, congestion management, and investment alignment infrastructure
- Policy-configurable layer regulators can tune without rewriting rulebooks
- Foundation for new retail, grid-services, and asset-financing products
The work is now being productised through Enleashed — building market infrastructure for system operators, regulators, and energy platforms who need software that can coordinate millions of assets, not just clear prices.
Dynamic pricing, holarchic modelling, fairness allocation, and constraint-feasible dispatch — designed as one mechanism.
Bottom-up markets for local grid management, fair return of value, and distribution-level coordination.
Regulatory pressure, renewable volatility, and distribution constraints are converging. Here’s our path to scale.
Shapley × OPF (served demand)
A minimal example: 3 generators, a transfer limit, and Shapley values computed as average marginal contribution to served demand across all orderings.
Pay by marginal contribution under constraints
We toggle generators into coalitions, compute how much demand can be served with a binding transfer limit, then average each generator’s marginal contribution across all orderings.
Let’s apply this to a real distribution network
If you’re running congestion management, coordinating flexibility, building local energy markets, or designing retail products that remove risk — Enleashed is built for that interface between operations, markets, and regulation.