Preliminary brief— based on press release only. Full analysis including management tone and Q&A will be added when the transcript is available.

JKHY · Q3 2026 Earnings

Jack Henry & Associates

Reported April 28, 2026

30-second summary

Jack Henry raised FY26 guidance across every line that matters — GAAP revenue growth to 6.1–6.6% (from 5.6–6.3%), non-GAAP margin expansion to +75–95bps (from +50–75bps, originally +20–40bps in August), and GAAP EPS to $6.78–$6.87 (from $6.61–$6.72) — and delivered Q3 revenue of $636M (+8.7% YoY) with 17 competitive core wins. The standout: non-GAAP margin expansion guidance has now nearly tripled across the year, and management has shifted from describing AI as a productivity tool to quantifying it as a competitive moat (90% developer productivity gains, 70–80% time reduction on digital exceptions, 3,700 AI-bot support interactions at 96% success). Q4 will optically slow on tough comps and benefits-cost normalization — that is telegraphed, not new — and FY27 was explicitly flagged as not yet aligned with current Q4 run-rate.

Headline numbers

EPS

Q3 FY2026

$1.71

Revenue

Q3 FY2026

$0.64B

+8.7% YoY

Gross margin

Q3 FY2026

42.8%

Operating margin

Q3 FY2026

24.4%

Key financials

Q3 FY2026

Metric	Q3 FY2026	YoY
Revenue	$0.64B	+8.7%
EPS	$1.71	—
Gross margin	42.8%	—
Operating margin	24.4%	—

Guidance

Guidance is issued for the full year only, refreshed each quarter. Prior and new below are the same FY updated this quarter.

New guidance

Metric	Period	Guide	YoY
Tax Rate Estimate	FY 2026	23.25%	—
Non-GAAP Revenue Growth	Q4 FY2026	Below year-to-date growth; relatively lower growth expected	—
Non-GAAP Operating Margin	Q4 FY2026	Margin contraction expected	—

Changes to prior guidance

Metric	Period	Prior guide	New guide	Δ	Result
GAAP Revenue	FY 2026	$2,491 to $2,514 million	$2,521 to $2,533 million	+$30M to +$19M midpoint increase (+$27M midpoint delta)	Raised
GAAP Revenue Growth	FY 2026	4.9% to 5.9%	6.1% to 6.6%	+1.2 to +0.7 percentage points	Raised
Non-GAAP Adjusted Revenue	FY 2026	$2,465 to $2,488 million	$2,479 to $2,491 million	+$14M to +$3M (+$8.5M midpoint delta)	Raised
Non-GAAP Adjusted Revenue Growth	FY 2026	6.0% to 7.0%	6.6% to 7.1%	+0.6 to +0.1 percentage points	Raised
GAAP Operating Margin	FY 2026	23.9% to 24.1%	24.7% to 24.9%	+0.8 to +0.8 percentage points	Raised
Non-GAAP Adjusted Operating Margin	FY 2026	23.5% to 23.7%	23.9% to 24.1%	+0.4 to +0.4 percentage points	Raised
Non-GAAP Operating Margin Expansion	FY 2026	30 to 50 basis points	75 to 95 basis points	+45 to +45 basis points (+40bps midpoint increase)	Raised
GAAP EPS	FY 2026	$6.38 to $6.49	$6.78 to $6.87	+$0.40 to +$0.38 (+$0.39 midpoint delta)	Raised
Free Cash Flow Conversion	FY 2026	85% to 100%	95% to 105%	+10 to +5 percentage points (+7.5pp midpoint increase)	Raised

Segment performance

Q3 FY2026

Segment	Q3 FY2026	YoY
Core	$0.195B	+9.2%
Payments	$0.233B	+7.0%
Complementary	$0.187B	+8.7%
Corporate Services	$0.021B	+27.5%
Services and Support	$0.365B	+10.4%
Processing	$0.271B	+6.6%

Capital & returns

Q3 FY2026

Segment	Q3 FY2026
Return on Average Stockholders' Equity	24.9%

Other KPIs

Q3 FY2026

Segment	Q3 FY2026
Core Segment Wins	17 competitive core wins
Non-GAAP Adjusted Revenue Growth	7.3%
Non-GAAP Adjusted Operating Margin	22.9%
Digital and Transaction Revenue Growth	9.9%
Card Revenue Growth	3.6%
Faster Payments Revenue Growth	46.4%
Cloud Revenue Growth	9.4%

Management tone

Q1 innovation velocity narrative → Q2 competitor consolidation tailwind → Q3 AI as operating model with quantified moat.

AI has graduated from strategic theme to quantified competitive moat. A quarter ago, AI was framed as "all of our new platform products do contain some form of AI" — capability language. This quarter it became specific productivity math: "In lending, developers...have increased productivity by roughly 90%...In digital...AI is reducing the time to close exceptions each day by 70% to 80%...our AI advisor bot...assisted with more than 3,700 complex support interactions over the past two months with a 96% success rate." The shift from "we use AI" to "AI delivers measurable productivity at scale across 500+ use cases" is the single clearest reason the margin expansion guide has nearly tripled since August — management now has the operating evidence to underwrite structural leverage rather than cyclical lift.

Trifecta attach has shifted from strategic aspiration to validated platform claim. Q1 introduced bundling as a monetization lever; Q2 quantified it (68% vs. 45% YoY); Q3 frames it as proof: "25 of our core wins, or 58% of the total, have included digital banking and card solutions...at this time last year, we only had eight core deals...just 29% of the total." The narrative has hardened — from "we're seeing more bundling" to "the integrated platform is winning the deal."

Competitor consolidation has been recharacterized as already executing, not future opportunity. Last quarter's "we expect…to accelerate" became this quarter's more disciplined attribution: "the core processing contracting side takes anywhere from nine to 12 months typically. So a lot of those were already in motion ahead of whatever announcements were made." This is a notable downshift in attribution — management is crediting execution and product, not industry chaos, for the Q3 wins. That tempers the "competitor disruption tailwind" narrative but raises the quality of the win story.

SMB products have moved from "promising pilots" to "validated commercial products with PMF." Q2 disclosed 300 Tap to Local clients live with a 100–150/month cadence; Q3 reports 700+ live, 1,600+ active merchants (doubled), and a $260 average ticket — "double our original projections." The transaction size disclosure is the most important signal: it suggests not just adoption but adoption by larger SMB merchants than modeled, which has direct revenue implications.

FY27 was deliberately walled off from Q4 extrapolation. "Q4 results are not aligned with our early expectations for fiscal 27" and "it's a little premature to talk about FY27" — management is preemptively defending against analysts modeling Q4's optical slowdown into next year. This is unusual forward-looking commentary for this management team and signals they expect FY27 to reaccelerate off Q4.

Recurring themes management leaned on this quarter:

AI adoption and productivity acceleration across 500+ use casesTrifecta solution wins driving deeper client relationships and higher economicsSMB payment solutions (Tap to Local, Rapid Transfers) gaining traction with product-market fitLarger core wins increasing in size and geographic/competitive diversityMargin expansion from cloud migration, AI efficiency, and product mix improvementCompetitive win momentum amid industry consolidation among competitors

Risks management surfaced:

Q4 revenue growth expected to be below analyst consensus driven by digital slowdown and lower one-time network incentivesQ4 margin contraction from normalized medical costs, commission timing, and lower-margin implementation revenueEconomic sensitivity in card business if consumer sentiment weakensPotential for larger institutions to partner directly with AI providers outside of Jack HenryM&A activity could reduce near-term RFP pipeline despite longer-term upside opportunity

Answers to last quarter's watch list

H2 non-GAAP revenue growth trajectory — Non-GAAP adjusted revenue growth printed +7.3% in Q3, above the 6.6–7.1% FY guide. Management raised the FY range again. Q4 will decelerate as telegraphed.

Resolved positively

Trifecta attach rate — YTD trifecta sits at 58% of core wins (25 of 43) vs. 29% (8 of 28) at the same point last year — sustained well above the 60% Q2 watermark on a YTD basis.

Resolved positively

Core wins cadence — 17 wins in Q3 vs. 22 in Q2 and 11 in Q2 FY25. The cadence stepped down from Q2 but remains well above prior-year levels; management explained Q2's surge as contracting cycles already in motion.

Resolved positively

SMB onboarding cadence — Tap to Local at 700+ live institutions and 1,600+ active merchants (doubled), with average transaction size ~$260 (double original projections). Rapid Transfers "tracking well ahead of initial modules." Hard data points delivered as promised.

Resolved positively

Competitor consolidation pipeline conversion — Management tempered the narrative, attributing Q3 wins primarily to existing pipeline and execution rather than the consolidation announcement (9–12 month contracting cycles). No named wins or quantified pipeline tied specifically to the consolidation event.

Continue monitoring

Margin compression in H2 — Non-GAAP margin expansion guide was raised again to +75–95bps (from +50–75bps). Q3 non-GAAP adjusted operating margin of 22.9% reflects normal Q3 seasonality; Q4 contraction confirmed. The structural margin story is intact and strengthening.

Resolved positively

Card processing deceleration — Card revenue grew +3.6% in Q3, confirming the deceleration management flagged on Q2. Contained, not accelerating downward, but the slowdown is visible.

Continue monitoring

What to watch into next quarter

Q4 non-GAAP revenue growth and margin contraction depth — management telegraphed both. Watch whether the FY guide's implied Q4 lands within the new 6.6–7.1% non-GAAP FY band or below it; below would signal late-quarter slippage.

FY27 initial guidance framing on the August call — management explicitly disavowed extrapolating Q4 into FY27. Watch the magnitude of the reset (or non-reset) when initial FY27 guidance is issued — particularly whether margin expansion can continue beyond the ~85bps midpoint now embedded in FY26.

Bano expansion beyond existing core base — management called this an "inflection point." Watch for the first quantified non-core-base Bano win or pipeline disclosure.

Tap to Local revenue contribution disclosure — 1,600+ active merchants at ~$260 average ticket is now a quantifiable revenue line. Watch whether management breaks out a contribution figure on the August call.

Card revenue growth — +3.6% in Q3. Watch whether Q4 holds above +2% or breaks lower; a sub-2% print would meaningfully pressure the Payments segment narrative.

Competitive core wins cadence — 17 in Q3 after 22 in Q2. Watch whether Q4 sustains in the high-teens or normalizes back to historical low-double-digit levels.

Sources

Jack Henry & Associates Q3 FY2026 press release, filed with SEC: https://www.sec.gov/Archives/edgar/data/779152/000077915226000021/jkhy-20260331xex99pressrel.htm
Jack Henry & Associates Q3 FY2026 earnings call commentary (per extraction; transcript not directly available for this brief).

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