Should you buy Tempus AI (TEM)?
Updated
Tempus AI delivers 36% revenue growth and has beaten earnings estimates in all four of the last four quarters with an average positive surprise of 27%, but carries a quality score of 3.2 — below the minimum threshold — with negative free cash flow, 31% short interest, and a 74% revenue concentration in oncology and hereditary testing.
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Engine methodology range
Range computation requires sufficient peer-comparable data; available for tickers with peer_count ≥3.
What the engine is tracking
| Pillar | Expectation | Trend |
|---|---|---|
Tempus AI has a quality score of 3.2, below the minimum 4.0 threshold, with negative free cash flow at negative 4% of revenue, zero reported return on equity, and zero net margin — indicating a cash-burning company that has not yet established a profitable business model despite strong revenue growth. Quality breakdown | Free cash flow turns positive and the quality score rises above 4.0 within the next 8 quarters, signaling the beginning of business model validation. | →Stable |
| CounterHealth information services companies with proprietary oncology data assets often operate at a loss while building data network effects; the 36% revenue growth and 4-quarter earnings beat streak suggest the business is scaling toward profitability, with each quarter's loss smaller than feared. | ||
Oncology and hereditary tests represent 74% of Tempus AI's revenue — combined with sole-supplier dependency for key inputs — creating a dual concentration risk where either a reimbursement change for oncology testing or a supplier disruption could materially impair revenues. Bear case | Oncology and hereditary test revenue share falls below 65% within 12 months as other service lines scale, or the segment grows faster than 30% year-over-year. | →Stable |
| CounterDeep oncology specialization is a competitive moat in precision medicine; the 74% concentration reflects intentional focus on a high-value market where Tempus has proprietary data advantage rather than an accidental dependency. | ||
Tempus AI has beaten earnings estimates in all four of the last four quarters with an average positive surprise of 27%, against a backdrop of 36% revenue growth — demonstrating that the company is consistently narrowing losses faster than analysts model even as it scales. Earnings | Earnings surprise stays above 15% in at least 3 of the next 4 quarters and revenue growth remains above 25% year-over-year. | →Stable |
| CounterBeating expectations on a negative earnings per share is a lower bar than beating on positive numbers; a 27% positive surprise on a small negative number can mask significant ongoing cash burn at the operating level. | ||
Tempus AI has a quality score of 3.2, below the minimum 4.0 threshold, with negative free cash flow at negative 4% of revenue, zero reported return on equity, and zero net margin — indicating a cash-burning company that has not yet established a profitable business model despite strong revenue growth.
→Stable- Expectation
- Free cash flow turns positive and the quality score rises above 4.0 within the next 8 quarters, signaling the beginning of business model validation.
CounterHealth information services companies with proprietary oncology data assets often operate at a loss while building data network effects; the 36% revenue growth and 4-quarter earnings beat streak suggest the business is scaling toward profitability, with each quarter's loss smaller than feared.
Oncology and hereditary tests represent 74% of Tempus AI's revenue — combined with sole-supplier dependency for key inputs — creating a dual concentration risk where either a reimbursement change for oncology testing or a supplier disruption could materially impair revenues.
→Stable- Expectation
- Oncology and hereditary test revenue share falls below 65% within 12 months as other service lines scale, or the segment grows faster than 30% year-over-year.
CounterDeep oncology specialization is a competitive moat in precision medicine; the 74% concentration reflects intentional focus on a high-value market where Tempus has proprietary data advantage rather than an accidental dependency.
Tempus AI has beaten earnings estimates in all four of the last four quarters with an average positive surprise of 27%, against a backdrop of 36% revenue growth — demonstrating that the company is consistently narrowing losses faster than analysts model even as it scales.
→Stable- Expectation
- Earnings surprise stays above 15% in at least 3 of the next 4 quarters and revenue growth remains above 25% year-over-year.
CounterBeating expectations on a negative earnings per share is a lower bar than beating on positive numbers; a 27% positive surprise on a small negative number can mask significant ongoing cash burn at the operating level.
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Short interest stands at 31% of the float — one of the highest levels in the dataset — with a justified-short-interest note in the risk analysis, reflecting broad institutional conviction that the current valuation does not reflect the risks of a cash-burning, concentrated healthcare data company.
→Stable- Expectation
- Short interest falls below 20% of the float, more than 11 percentage points below the current 31%, as earnings beats reduce bearish conviction.
CounterVery high short interest creates significant short-squeeze potential on positive catalysts; if the oncology data platform achieves a major partnership or reimbursement expansion, forced short covering could drive a sharp price increase.
→ Full pillar scorecard with all 4 pillars + per-dimension breakdown
When this thesis breaks
Falsifiable conditions per pillar — any one trip warrants review independent of price action. Engine-derived; not personalized advice.
Falsifying conditions — when triggered, the corresponding pillar's thesis is invalidated.
- P1Tempus AI has a quality score of 3.2, below the minimum 4.0 threshold, with negative free cash flow at negative 4% of revenue, zero reported return on equity, and zero net margin — indicating a cash-burning company that has not yet established a profitable business model despite strong revenue growth.
Trip ifFree cash flow burn rate worsens to below -10% of revenue, more than 6 percentage points worse than the current -4% level, in any reported quarter.
- P2Oncology and hereditary tests represent 74% of Tempus AI's revenue — combined with sole-supplier dependency for key inputs — creating a dual concentration risk where either a reimbursement change for oncology testing or a supplier disruption could materially impair revenues.
Trip ifOncology and hereditary test revenue share rises above 82%, more than 8 percentage points above the current 74%, indicating further concentration increase.
- P3Tempus AI has beaten earnings estimates in all four of the last four quarters with an average positive surprise of 27%, against a backdrop of 36% revenue growth — demonstrating that the company is consistently narrowing losses faster than analysts model even as it scales.
Trip ifEarnings surprise falls below 0% in at least 3 of the next 4 quarters, ending the current loss-narrowing beat streak.
- P4Short interest stands at 31% of the float — one of the highest levels in the dataset — with a justified-short-interest note in the risk analysis, reflecting broad institutional conviction that the current valuation does not reflect the risks of a cash-burning, concentrated healthcare data company.
Trip ifShort interest rises above 38% of the float, more than 7 percentage points above the current 31%, indicating accelerating institutional bearish positioning.
How the engine reached this verdict
TrendMatrix's engine output for Tempus AI, Inc. (TEM) is SELL_IF_HOLDING with medium conviction, score 5.3/10 at $54.40. An L1 hard-floor gate blocked the positive-verdict path — Quality below minimum threshold. Co-failing gates ( ASYMMETRY:0.7<1.5@spot) reinforce the read; dimensional pillars cannot lift the engine output above the verdict floor while the L1 gate is active.
The engine's exit framework anchors to a tactical sell band near $54.40, with structural invalidation at $50.50. The asymmetric R:R against a reversal hypothesis is 1.47 — the upside scenario exists, but it requires multiple structural gates to flip; the downside scenario requires only one more disappointment. The engine's sizing output: 0.5% of portfolio at this asymmetry level (none-conviction tier).
On the bear side: Concentration risk — Product: oncology and hereditary tests (74.0%); Concentration risk — Supplier: sole suppliers; Quality below floor (3.2 < 4.0). Active engine warnings: Quality below floor (3.2 < 4.0), Value-trap signals (2/5): High leverage (D/E 2.1), Material insider selling (11 sells, 0.05% of cap), V9 Gate Failed: ASYMMETRY:0.7<1.5@spot.
The dominant failed gate is reward-to-risk at 0.7 vs threshold 1.5. SELL flips back toward HOLD if reward-to-risk recovers above its threshold AND a co-failing gate also clears. The strongest-cleared gate today is MOMENTUM:6.2>=5.5.
For the full 10-dimension breakdown + V9 gate detail: Why TrendMatrix rates TEM — 10-dimension breakdown →
Bear case
- ▸Concentration risk — Product: oncology and hereditary tests (74.0%)
- ▸Concentration risk — Supplier: sole suppliers
- ▸Quality below floor (3.2 < 4.0)