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Istari · the dynamic deep dive

How does Canada compare — and how would we actually close the gap?

Three working models. Forecast the load against trigger bands, assemble the clean supply to power it, and borrow the strategy of a global peer. Every benchmark is interactive; swap the comparison and watch Canada’s position move.

Model 1 · forecast & trigger bands

When does data-centre load become a problem?

Istari’s lane: see the crossing coming, and act on the forecast — not the emergency.

Data-centre demand as a share of all the electricity Canada generates. We borrow the bands a risk desk uses — normal, watch, action, emergency. Ireland hit 21% and slammed the door.9 The question is how many years of warning Canada gives itself.

AI load growth rate+28%/yr
How fast connected data-centre demand compounds from today’s small base.
Clean-supply build rate+1.5%/yr
How fast Canada grows total clean generation. Building ahead raises the denominator and buys years.
Acting postureReact late
Wait for the emergency, or trigger the supply build the moment the forecast enters the watch band.
observed (2024) forecast normal watch action emergency
14.0%
Data-centre share by 2035
2034
Year it enters the Action band
8 yrs
Years of warning you’d have
React-late: with supply growing at only +1.5%/yr, demand outruns the grid and the share crosses into the action band in 2034. Flip to "act on forecast" and watch the crossing move years to the right.
Model 2 · solution-portfolio optimizer

So build the power. From what, exactly?

No single source closes the gap. The cheap-and-fast options are dirty; the clean-and-firm ones are slow.

A balanced, additive build of ~1,700 MW needs about 15,000 GWh/yr of new clean supply.4 Assemble a mix that closes it. Watch cost, lead time and the clean share move against each other.

11,400
GWh/yr assembled (target 15,000)
$20.5B
Total capital
5.5 yr
Avg lead time to power
100%
Share of new supply that’s clean
New large hydro (Site-C class)
yield 5,100 GWh/yrcapital $16Blead 10 yrclean · firm
Firm and clean — but a decade to build and ~$16B each.
1units
Wind + solar + storage
yield 700 GWh/yrcapital $1Blead 2.5 yrclean · variable
Cheap and fast, but derated for calm, dark spells. Needs firming.
4units
Small modular reactor
yield 2,400 GWh/yrcapital $5Blead 8 yrclean · firm
Firm, clean baseload — long lead and public-acceptance work.
0units
Natural-gas firming
yield 3,000 GWh/yrcapital $1.5Blead 2 yrgas · firm
Fast, cheap, firm — but it drags the clean share down. The temptation.
0units
Efficiency + demand response
yield 1,500 GWh/yrcapital $0.5Blead 1 yrclean · firm
Frees existing supply immediately — but a hard ceiling on how much.
1units
Behind-the-meter BYOP
yield 1,000 GWh/yrcapital $0Blead 1.5 yrclean · variable
Operator-funded — keeps cost off the public grid entirely.
2units
Gap remaining: 3,600 GWh/yr. Keep adding — but notice the trade as you do.
Model 3 · peer-models explorer

Five countries, five different bets.

Each peer split the problem along an axis Canada hasn’t. Tap one to borrow its strategy and see the delta.

“Healthy” isn’t a Canadian opinion — it’s a line other jurisdictions already drew. Switch the benchmark to see how far Canada sits from each.

Benchmark line:
Data-centre share of national electricity
Canada today
1%
OECD-ish ~2%
2%
Canada today (~1%) selected benchmark
Applied to Canada: Ireland’s strategy
Require-on-entry, not react-late
Household bills
Bills rise
Clean grid
Clean share up
Sovereign capture
Sovereign steady
Build speed
Build slower
What we’d borrow: mandatory bring-your-own dispatchable power above 10 MVA.
Ireland let load run to 21% of the grid, then froze connections for three years. Now big sites must supply their own firm power. Protects bills and clean share; slows the build.
The same truth, tuned to three frequencies

Who hears what

The economic-development minister

“Generational investment.”

Yes — but the value is in the compute layer and the supply build, not the building’s payroll. Capture it domestically or you’ve sold power wholesale.

The household / ratepayer

“Why is my bill moving?”

Only if the load is non-additive and untaxed. Additionality plus a large-load tariff keeps the average bill change near zero.

The grid planner

“Can we keep the lights on?”

Reliability is a peak-capacity question, separate from clean share. Firm clean supply, built ahead, is the only honest answer.

The Istari read · sequencing, not a verdict

Build — but supply-led, ring-fenced, and value-captured.

  1. Trigger on the forecast, not the crisis. Set a watch band (≈5% of provincial load) that automatically tightens connection rules before the action band — Canada’s edge is acting early.
  2. Make additionality the price of entry. Large loads bring or fund new clean firm supply, the way Ireland now requires dispatchable generation above 10 MVA.9
  3. Ring-fence the cost. A large-load tariff so a handful of giant customers pay their own wires and firm capacity — not households.7
  4. Screen for value, like Norway. Prioritize sovereign and high-value-per-MWh compute over commodity export and crypto-style load.10
  5. Steer clean load to clean grids, nationally. Don’t let the dirtiest grid win the build by default while the cleanest rations access.11
Method note — the deep-dive models

All three models are transparent and directional, not forecasts. Forecast: share = DC-demand(2024 ≈ 7 TWh, compounding at the growth lever) ÷ generation(640 TWh, compounding at the supply lever); “act on forecast” lifts the supply rate once the share enters the watch band. Portfolio: each option carries public yield (GWh/yr), capital ($B), lead time (yr) and a clean/firm flag from real unit physics — Site-C-class hydro ≈ 5,100 GWh/$16B/10 yr Verified; gas firming is fast and cheap but drags clean share Verified; wind/solar is derated for intermittency Reported. Peers: benchmark shares are cited (Ireland 21% V, US ~4.4% R); the applied “deltas” are Istari’s directional encoding of each strategy Illustrative. A live open-data feed (StatCan, IESO, IEA) is the upgrade path.