Expectations trend
FY2027 · fiscal year ending 2027-12-31 · fmp
MultiSensor AI Holdings Inc (MSAI)
NASDAQInformation TechnologyHardware, Equipment & PartsSnapshot 2026-11-04
$3.05-3.67%
Close 2026-11-05 · 1-day change
NASDAQInformation TechnologyHardware, Equipment & PartsSnapshot 2026-11-04
The long-term thesis, the evidence coming in, and the environment around it. Thesis dated Jul 8, 2026.
Next-FY EPS estimate change · 30 days
Matching fiscal periods, usable estimates and at least one analyst are required.
One observable signal. This measures changing earnings expectations, not the probability of a gain or loss.
The calculation requires same-period, same-provider snapshots, positive EPS, at least one analyst and a baseline within three days of the requested lookback.
The EPS and P/E reference is not available for MSAI yet.
| Measure / period | Management expectations | Analyst expectations |
|---|
Management figures unavailable.
Current consensus figures unavailable.
Three published thesis conditions, with dated milestones shown separately.
| Key Factor | Why It Matters | Current Status | Break Condition | Latest Evidence |
|---|---|---|---|---|
Reducing operating losses | Operating losses are shrinking, from -$4.62M to -$2.59M in the same period. | Intact | operating loss worsens beyond -$4.62M or fails to improve | Operating income: $-2.601M FY2026-Q2; GAAP. Published target: Operating loss less negative than -$2.59M in 2026-Q1 and improving. Target period is not explicitly aligned with this observation. Aug 13, 2026-2,601,000 USD · source valueLast status assessment Nov 4, 2026Compare required operating outcomesCompare scope, accounting basis and period before treating this evidence as progress against an annual requirement. |
Compare these dated observations with the operating requirements above
FY2027 · fiscal year ending 2027-12-31 · fmp
The evidence, the remaining questions, and what comes next
No recovery evidence is reported in the available driver assessments.
Nov 12, 2026
Look for updated results and guidance against the published targets, plus direct evidence for unresolved drivers.
Observed price history; separate from operating scenarios
The weekly editorial context below is a separate assessment from the dated monitor evidence above. Recovery observations do not automatically change the published thesis. Unverified outside influences are hypotheses, not measured driver evidence.
MSAI is a high-risk growth business, not yet a durable compounder, because it remains loss-making. The long-term thesis is still developing: momentum has improved, but recent financial performance remains weak relative to its industry group.
MSAI is described as cheap versus peers, while the valuation model has low confidence and points to a negative expectations gap. The priced-in assessment is tagged as justified, with low fragility, but this does not resolve the uncertainty around the business or its losses.
Near term, software revenue growth and smaller net losses show progress, while the recent earnings beat and higher company momentum are positive signs. Losses remain, execution is mixed, and litigation and an unregistered equity sale add to the risks; the snapshot also flags the company’s weak performance relative to its industry group.
Over the next one to three years, the thesis depends on continued software subscription growth, progress integrating sensors into MSAI Connect, and further improvement in operating leverage. Near-term conditions could also be helped by lower rates and steadier technology-sector results, while materially slower economic growth would be a risk.
The multi-year view is one of potential product and software progress, balanced by persistent losses, high risk, and uncertain execution. Not investment advice.
Not investment advice. Scores describe historical and current data; they are not forecasts of future returns. Consult a licensed advisor before making investment decisions.
| A supporting condition in MultiSensor AI Holdings Inc's published investment case. The stated target is EPS improves toward break-even, e.g. less negative than -$1.6 in 2027. |
| Improving |
| EPS remains flat or worsens beyond -$4.0 in 2026 and -$1.6 in 2027 |
Diluted EPS: $-1.19 per share FY2026-Q2; GAAP. Published target: EPS improves toward break-even, e.g. less negative than -$1.6 in 2027. Annual target cannot be compared with a quarterly or TTM observation. Aug 13, 2026-1.19 USD/share · source valueLast status assessment Nov 4, 2026Compare required operating outcomesCompare scope, accounting basis and period before treating this evidence as progress against an annual requirement. |
Revenue growth and operational scaling | A primary condition in MultiSensor AI Holdings Inc's published investment case. The stated target is >= $1.61M revenue in 2026-Q1 and continued growth thereafter. | Intact | revenue falls below $1.17M or declines year-over-year | Revenue: $1.695M FY2026-Q2; GAAP. Published target: >= $1.61M revenue in 2026-Q1 and continued growth thereafter. Target period is not explicitly aligned with this observation. Aug 13, 20261,695,000 USD · source valueLast status assessment Nov 4, 2026Compare required operating outcomesCompare scope, accounting basis and period before treating this evidence as progress against an annual requirement. |
Stored thesis · Jul 8, 2026. Latest Evidence uses source-matched measurements where available, alongside the last thesis-monitor assessment. Source periods and assessment dates are shown separately. A new measurement does not automatically change the published status or verify an older target.
$-1.60 → $-2.33 · observed estimates
$0.02B → $0.01B · observed estimates
One fiscal period and provider throughout. At least five contributors are required for each plotted metric; missing coverage stays a gap. Axes show the observed range. Counts measure coverage, not revisions.
| Snapshot | EPS | Revenue | EPS / revenue analysts |
|---|---|---|---|
| 2026-07-24 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-07-25 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-07-26 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-07-27 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-07-28 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-07-29 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-07-30 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-07-31 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-08-01 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-08-02 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-08-03 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-08-04 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-08-05 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-08-06 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-08-07 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-08-08 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-08-09 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-08-10 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-08-12 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-08-13 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-08-14 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-08-15 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-08-16 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-08-17 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-08-18 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-08-19 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-08-20 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-08-21 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-08-22 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-08-23 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-08-24 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-08-25 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-08-26 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-08-27 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-08-28 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-08-29 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-08-30 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-08-31 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-09-01 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-09-02 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-09-03 | $-1.60 | $19,200,000 | 1 / 1 |
| 2026-09-04 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-09-05 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-09-06 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-09-07 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-09-08 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-09-09 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-09-10 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-09-11 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-09-12 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-09-13 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-09-14 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-09-15 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-09-16 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-09-17 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-09-18 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-09-19 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-09-20 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-09-21 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-09-22 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-09-23 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-09-24 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-09-25 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-09-26 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-09-27 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-09-28 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-09-29 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-09-30 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-10-01 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-10-02 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-10-03 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-10-04 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-10-05 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-10-06 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-10-07 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-10-08 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-10-09 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-10-10 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-10-11 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-10-12 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-10-13 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-10-14 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-10-15 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-10-16 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-10-17 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-10-18 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-10-19 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-10-20 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-10-21 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-10-22 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-10-23 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-10-24 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-10-25 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-10-26 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-10-27 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-10-28 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-10-29 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-10-30 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-10-31 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-11-01 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-11-02 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-11-03 | $-2.33 | $14,000,000 | 1 / 1 |
| 2026-11-04 | $-2.33 | $14,000,000 | 1 / 1 |
Revenue and EPS estimates track expectations. They are not delivered results or like-for-like proof of a required annual path.
Latest: 1 Buy / Strong Buy · 0 Hold · 0 Sell / Strong Sell
Recent actions · Oct 6–Nov 4 · 0 recorded
Individual price-target observations are unavailable.
0 raises · 0 cuts · 0 unchanged · 0 without a comparable prior
Oct 6, 2026–Nov 4, 2026. Each firm's latest positive target is paired only with its immediately prior positive target from the same provider, at most 180 days earlier. Unmatched observations have one dot; conflicting observations are not compared.
3 of 3 published conditions remain under pressure or need verification. The next results need to address those conditions.
The dated weekly assessment and its assumptions are available in Read detailed Outlook.