NiSource Inc (NI)

Investment Committee Summary

Investment Thesis

At $40.83 on roughly 20 times forward earnings, the market prices NiSource as a regulated Midwest utility compounding rate base at the guided mid-single-digit pace with earned returns tracking allowed — durability rather than growth. Our numbers put fair value above the tape rather than level with it: the probability-weighted value is $49.06 and triangulation lands at $46.99, a gap of +15% to the current price, so the shares are trading cheap to that anchor, which is what supports the BUY. The argument rests on rate-base mechanics rather than on a re-rating: a constructive regulatory compact converts approved capital into earning assets at an allowed return, and the datacenter-load pipeline is genuine optionality that is not yet contracted into rate base and is therefore not being paid for. The constraint is the balance sheet, which carries net debt of ~$16.7B against a segment margin near 16%, so the equity funding of the capital plan is a live dilution question rather than a footnote. The single most damaging risk is regulatory: a run of adverse rate-case outcomes awarding a lower allowed return would compress earnings and the multiple together, and the structural path in that world targets a price below the 52-week low.

Narrative drafted 2026-08-16 by claude-opus-5 under supervision; reviewed by Marinus 2026-08-16.

The dashboard below is the whole argument on one page: spot ($40.83) against each valuation anchor, the scenario tree, technicals and the options-implied move.

Anti-Thesis (The Real Bear Case)

The strongest bear case is that the base path simply fails to clear. NiSource funds a capital schedule that materially exceeds its annual operating cash flow, so the rate-base plan depends on continuous, timely and constructive rate relief. Regulatory lag is the norm rather than the exception: earned returns routinely trail allowed for a year or two after each filing, and a rate spike or a capital-plan cost overrun widens that gap. The shortfall is then plugged with debt on an already leveraged balance sheet, or with equity that dilutes the per-share compounding the thesis depends on. Either route erodes per-share earnings while financing costs rise, and a utility whose earned-versus-allowed gap is visibly widening does not keep a durability multiple for long. None of this requires a hostile commission — only a slow one, arriving late in a higher-cost-of-capital regime.

Key Debate

Gross Margin explains 56% of Monte Carlo outcome variance — the single variable that decides which side is right.

What the Market Is Pricing In

At the current price, the market pays 19.9× consensus forward EPS, and a peer median 19.6×.

Variant perception: the house view is in-line with consensus, and the thesis is primarily event-driven.

Scenario Analysis

The scenario tree spans a structural 'Structural — Adverse Rate Cases / Rate-Shock De-Rate' downside ($25.00) to a 'Bull — Defensive Re-Rate' bull case ($76.40); the probability-weighted blend (PWEV $49.06) is +20% versus spot.

Share-count charge: none applied. The probability-weighted value above is the gross per-share figure — no annual dilution is deducted — stock-based compensation runs at 0.8% of revenue; free cash flow net of SBC is $-0.47B. SBC is therefore disclosed, not charged: read the per-share figures as before dilution.

Scenario rationale — the driver path behind every target:

• Structural — Adverse Rate Cases / Rate-Shock De-Rate (20%, $25.00). Structural impairment — adverse rate cases / rate-shock de-rate: earnings AND the multiple compress together. Target sits below the 52-week low by construction.
• Recession / Rate Spike / Cost Overrun (17%, $40.20). Cyclical downturn — rate-base growth + allowed ROE + rate cases + interest rates + load growth (datacenters) weakens for 1–2 years before normalising.
• Base — Rate-Base Growth + Allowed ROE (35%, $51.70). Mid-cycle — normalised rate-base growth + allowed ROE + rate cases + interest rates + load growth (datacenters); disciplined capital allocation; steady returns.
• Growth — Datacenter Load / Clean-Energy Capex (20%, $65.10). Upside — datacenter load growth + clean-energy capex lifts earnings above mid-cycle; the multiple expands modestly.
• Bull — Defensive Re-Rate (8%, $76.40). Upside tail — sustained tight conditions or a structural re-rate on datacenter load growth + clean-energy capex.

Valuation Triangulation

Two weighted anchors — a scenario-weighted pwev and a monte carlo median (student-t + regime switching) — read them with their basis in mind. The Monte Carlo, the DCF terminal and any peer re-rate key off a market multiple, so they are not fully independent; only discounted cash flows themselves are genuinely multiple-free. The discipline is to read the spread and weight the cash-based view, not to treat two numbers as two independent votes.

The house blend DECLARES five anchor weights — DCF 35%, scenario PWEV 25%, Monte Carlo 15%, sum-of-parts 15%, peer re-rate 10%. For this name DCF, sum-of-parts, peer P/E re-rate are not computed, so 60% of the declared weight is redistributed across the anchors that exist — which is why the weights above differ from the declared ones. The fair value is unaffected by this disclosure; the blend has always worked this way.

Peer EV/Revenue re-rate — 0% weight: it duplicates the peer-multiple information already carried by the Peer P/E anchor while ignoring margin mix; weighting both would double-count the peer view. Shown as a cross-check.

Monte Carlo — the outcome distribution

10,000 paths, Student-t shocks (fat tails) with a regime-switching overlay. The median lands at $43.54 and 56% of paths finish above spot. The variance decomposition shows the gross margin is the dominant swing factor (56% of variance). The fundamental driver, not the multiple, sets the spread — a cleaner setup.

Peer benchmarking — relative value

Against the peer cohort, re-rating to the peer-median EV/Revenue multiple implies $61.79; the peer-median forward P/E is 19.6x, but the engine carries no P/E-implied price for this name (no forward-EPS basis at the peer step). A premium is only justified by superior growth/margins; otherwise it is multiple risk. Excluded from the weighted blend — shown only as a market cross-check.

Across all anchors the spread is 37% of the median — wide (genuine disagreement — the blend carries low valuation confidence).

Peer Quality & Weighting

Quality-weighted forward P/E: 19.9× (simple median 19.6×). Direct peers count 100%, segment 50%, broad 25%.

Historical-range cross-check: 52-week range $37.58–$49.08, centre $42.90 (+5% vs spot); spot sits at the 28th percentile of the range. Low-weight mean-reversion cross-check, not a fundamental anchor.

Risk / Reward & Margin of Safety

Reward/risk compares triangulated upside against the probability-weighted bear target, not the extreme tail. Bull case (Bull — Defensive Re-Rate): $76.40.

Company Overview & Business Model

NiSource Inc — UTILITIES · UTILITIES - REGULATED GAS. NiSource Inc. is one of the largest fully regulated utility companies in the United States. The company is based in Merrillville, Indiana.

How it makes money.

Edge. Wide moat. Authored moat rationale withheld pending re-authoring.

Revenue-Segment Breakdown

The company-specific drivers behind the valuation — each segment carries its own growth, margin, multiple and capex intensity. (Tags: FACT reported · ESTIMATE from disclosures · INFERENCE judgment.)

Named Exposures

Demand & pricing cycle (FACT/ESTIMATE)

Capital intensity & shareholder returns (ESTIMATE)

Structural risk vs optionality (INFERENCE)

Balance Sheet & Liquidity

Balance-sheet data as of 2025-12-31 (Alpha Vantage).

Capital Allocation

Free-Cash-Flow Quality

Accounting quality: SBC 1% of revenue; cash conversion (OCF/NI) 255% — cash-backed.

Competitive Moat

Moat sources:

• State-granted exclusive regulated franchise territory in Indiana (NIPSCO) and Ohio/Pennsylvania/Kentucky/Maryland gas/electric
• Regulatory cost-of-service recovery mechanism with allowed ROE (~9.7-10%) insulating returns from competition
• Prohibitive replication cost of transmission/distribution wires and pipes (non-duplicable rate base)
• Multi-year rate-case cadence and constructive Indiana rate settlements as the recurring return-setting source

Earnings-Call Disconfirmation & Sentiment

Derived signals from the MCH market-data store (Alpha Vantage transcripts + news). Quantitative tone only — a disconfirmation flag, not a substitute for reading the call.

Management vs analyst tone (2026Q2): management +0.30 vs analyst floor +0.02 → delta +0.28 (n=22 mgmt / 13 Q&A; 24th pctile across the S&P book, z -0.8).

Flag: TYPICAL — management-vs-analyst tone within the normal cross-sectional range.

News (last 365d, 1183 articles): avg ticker sentiment +0.20 (bullish 27% / bearish 3%)

Consensus & Market Expectations

_Consensus figures: Alpha Vantage sell-side aggregates. Where the house view sits materially above or below the street, the divergence is itself a datum — see the thesis.

Catalyst Calendar

• 2026-10-15 (~52d) — NIPSCO Indiana electric base rate case order (authored)
• 2026-12-10 (~108d) — Multi-year capital plan / five-year rate-base guidance update (authored)
• 2027-03-01 (~189d) — Datacenter large-load tariff / ESA finalization (authored)

Forecast Track Record

• EPS surprise: beat 75% of the last 8 quarters; average surprise +5.1%.
• Prior-forecast backtest (12 snapshots, 2026-06-27→2026-08-20): directional hit-rate 0%; mean predicted +8.6% vs realised -9.5%. Disconfirming track record is reported, not suppressed.

Catalyst Timeline

6 catalysts in the next 90 days (of 16 tracked). Importance 1–3; confidence 0–1.

_Sources: extended.catalysts, data/catalysts/.json, data/catalysts/macro.json, AV DIVIDENDS, opex 3rd-Friday calc.

Regulatory & Legal Risk

Probabilities and sensitivities are analyst estimates, not market-implied.

Scenario Macro & Key Risks

Decision Rules (Machine-Checked)

Stance: Hold — 1 bullish / 0 bearish / 0 caution rules triggered of 5 evaluable (1 lacked data).

Machine-checked rules over disclosed inputs. The authored falsification triggers elsewhere in this report are analyst judgment and are NOT evaluated here. The stance is a portfolio-management signal and does not modify the published research rating.

Reasons the Thesis Could Fail (Falsifiable)

Pre-registered signals that would break the thesis — each polices a specific scenario boundary and is checked at every earnings update:

• Authorised ROE in a decided base-rate case < 0.095 (single event). (rationale withheld pending re-authoring — frozen figure or verdict)
• Year-on-year rate-base / regulated-asset growth < 0.04 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)
• Non-GAAP operating EPS versus company guidance midpoint < 0.95 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)
• FFO-to-debt (Moody's/S&P credit metric) < 0.13 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)
• Equity issuance funding the capital plan (annual, % of market cap) > 0.05 (single event). (rationale withheld pending re-authoring — frozen figure or verdict)

Fact / Inference / Speculation

• FACT: Spot $40.83; 52-week range $37.58–$49.08; engine rating BUY; house target $48.96 (+20%). (source: Alpha Vantage 2026-08-24, 25 August 2026)
• INFERENCE: Triangulated FV $46.99 (+15% vs spot · triangulated FV); the rating tracks the Monte-Carlo + scenario-PWEV core.
• SPECULATION: At current prices the embedded bet is that Gross Margin keeps surprising favourably — an operating call the next two prints will test.

Conviction Score

Research Conviction measures the strength and quality of the research setup — input coverage, financial quality, valuation support, process agreement. It is NOT the probability that the recommendation succeeds; the forecast track record section is the evidence on that.

53.7/100 (confidence band 39.8–67.7), 32nd percentile of 858 covered names (as of 2026-08-24). Weighted composite under config ros-1.19.0 — every component and its inputs below.

Missing inputs (macro tailwinds) are excluded and the remaining weights renormalised; the confidence band widens accordingly.

Score history: 52.9 → 52.9 → 52.9 → 50.4 → 50.4 → 53.3 → 53.8 → 53.8.

Probability-Weighted Return Profile

Horizon: 1 year — at this horizon CAGR equals total return by definition. Expected values are the probability-weighted sums over the full scenario set below.

The gross expected return is the probability-weighted scenario return (it reconciles to the gross PWEV); the diluted figure applies the SBC share-count charge and matches the published PWEV-based target.

Expected Alpha

Expected return minus the return this name is REQUIRED to deliver for its risk (1-year horizon). Constants are pre-registered (preregistered-static (amendment #2, 2026-07-29); not fitted to MCH outcomes).

A negative expected alpha does not change the rating — it says the expected return does not clear the risk-adjusted hurdle at today's price. Rating mechanics are unchanged by this section.

Probability Cross-Checks

Not authoritative. The scenario probabilities in this report are AUTHORED — a judgement about how the world might go, not a measurement. Nothing below modifies them, the target, the rating or any position size. These checks ask only whether anything outside our own model agrees with us; where it does not, that is information for the reader, not a correction we have quietly applied.

Authored set: 5 scenarios, probabilities summing to 1.0, mean target $49.06.

Factor Exposures

Cross-sectional percentiles over 858 covered names (style scores sector-demeaned; thematic = return-beta to the theme's proxy ETF). 50 = estate median.

Market interaction: correlation vs SPY +0.27, vs QQQ +0.14 (trailing ~1y daily returns).

Options Intelligence

Preferred structure: Cash-Secured Put. The selector reads the equity view (direction) and the volatility surface — nothing here re-prices the chain.

• bullish with rich premium — get paid to set a lower entry; sell the elevated vol rather than buy it
• Direction bullish from the overlay conviction/rating (read-only input).
• IV/RV at the 71st percentile of the cross-section → high vol bucket. This is the measure that selects the structure above: it ranks how rich this name's implied vol is against its own realised vol, relative to other names.
• Reported alongside and not used to select: this name's own ATM IV sits at the 92nd percentile of its own month-end history (decile 10).
• IV term structure is in backwardation (near-dated richer, slope -2.0pp) — front-month premium is elevated; favour selling the near tenor / shorter-dated structures.
• No live-chain Cash-Secured Put was priced for this name — shown as the indicated strategy; size against a freshly pulled chain.

IV term structure (backwardation, slope -2.0pp): 25-DTE 26% · 88-DTE 25% · 235-DTE 24%

No live-chain Cash-Secured Put was priced for this name — shown as the indicated approach; size against a fresh chain.

Alternatives: Covered Call, Call Debit Spread. IV rank shown via the name's own monthly IV history (advisory); structure selected on the cross-sectional IV/RV percentile. Model output for research and education only — not individualised investment advice. Position-sizing and stance figures are mechanical outputs of the disclosed rules and inputs; they do not consider any person's objectives, financial situation, or tax status.

Position Sizing Framework

Model output for research and education only — not individualised investment advice. Position-sizing and stance figures are mechanical outputs of the disclosed rules and inputs; they do not consider any person's objectives, financial situation, or tax status.

Options Overlay

A defined-risk way to express the BUY equity view. Chain as of 2026-08-24 — end-of-day marks — indicative, not executable quotes.

Market signals — ATM IV 25.9% (elevated regime) · expected move ±4.8% (2026-09-18) · put/call OI 0.90 · ATM Δ 0.67 / Θ -0.02 / ν 0.04. Direction: LONG (implied return +15.1% to triangulated fair value $46.99).

Bull Call Spread (Bullish) — Long 40 C / Short 45 C · 2027-04-16 · net debit $2.08 · max profit $2.92 · breakeven $42.08 · RoR 141.0% · max loss $2.08 · priced from the listed chain (EOD marks)

Defined-cost leverage to the fair-value gap: the debit is the entire downside, in exchange for participation between the strikes — a way to lean into upside without paying full call premium. Illustrative — no outcome is implied or guaranteed.

Long Call (LEAPS) (Bullish) — Long 40 C · 2027-04-16 · premium $3.5 · breakeven $43.50 · max loss $3.50 · priced from the listed chain (EOD marks)

Pure defined-risk directional exposure — the premium is the whole downside while the full upside is retained. A capped, known cost as an alternative to owning the shares outright.

Indicative options structures — a defined-risk expression of the equity view, model-and-market illustrated from the last-close chain. NOT personalised advice or an executable quote; premiums, IV and greeks move intraday. Options carry the risk of total loss of premium. Not a registered financial adviser.

Rating Bridge

Rating = BUY because:

• Probability-weighted scenario value implies +20% vs spot
• Monte Carlo median implies +7% vs spot
• Bear case (Structural — Adverse Rate Cases / Rate-Shock De-Rate) downside is -39% vs spot
• Net: reward/risk of 0.4× supports a Buy — note this is below 1.0×, i.e. the modelled downside exceeds the modelled upside despite the Buy rating.

Assumption Register

Inputs, Sources & Confidence

Every load-bearing input, labelled by type and confidence. (reported fact · company guidance · consensus estimate · market data · house estimate · inference.)

Research Provenance

Load-Bearing Assumptions

No DCF anchor is meaningful for this asset; the blend leans 62% on probability-weighted scenarios and 37% on the Monte Carlo median — the scenario probabilities are the load-bearing inputs.