Enterprise Software
Teradata
30-Second Executive Brief
Executive Assessment
Teradata functions as an emerging institution within Enterprise Software, backed by 47% sourcing coverage, with accelerating strategic relevance.
- Maintains 3 mapped relationships across the graph
- 47% sourcing coverage across sourced relationships
- Tracked as emerging institution within the Enterprise Software category
Executive Snapshot
- Strategic Role
- Emerging Institution
- Sourcing Coverage
- 47%
- Ecosystem Influence
- Regional
- Strategic Momentum
- Accelerating
View Methodology →
Computed live from this entity's own relationships and evidence: how many relationships carry at least one linked citation, weighted with citation recency and source type — independent of Strategic Importance, and not a prediction. Not a hand-typed number; recalculated on every read.
Coverage
- Mapped Relationships
- 3
- Technology Domains
- 3
Strategic Implications
- Central node connecting multiple strategic ecosystems
- Directly influences technology and capital flows
- Material relevance to downstream dependency mapping
Top Opportunities
Top Risks
Critical Dependencies
A data warehousing and enterprise analytics platform provider transitioning toward cloud and AI-ready data infrastructure. Q1 2026 EPS of $0.88 beat analyst estimates by 15.8%, and the company projects 2026 total ARR growth of 2-4% with free cash flow of $310-330 million. Teradata launched its Autonomous Knowledge Platform in July 2026, unifying production-grade AI, analytics, and data across cloud, on-premises, and hybrid environments, and was named Exemplary across seven categories in the 2026 ISG Buyers Guides for AI and Data Platforms; the company also paused 2026 employee salary increases to redirect budget toward AI investment.
Leading Indicators
Hiring and patent filing trends — the underlying numbers Momentum is computed from. Insider filing activity is tracked separately under Sources below.
Sources
Every claim traced to a primary source — evidence, recent activity, and insider filing behavior, all in one place.
Evidence
5 sources · 1 government/SEC filing
- U.S. Securities and Exchange Commission (EDGAR) — Teradata Corporation FY2025 Annual Report (Form 10-K), filed with the SECgovernment
- PR Newswire / HR Katha — Teradata launches Autonomous Knowledge Platform, pauses salary hikes to fund AI pushnews
- Newsline — Teradata Q1 2026 EPS beats estimates by 15.8%news
- Teradata investor relations — Teradata Q1 2026 prepared remarkscompany
- The Motley Fool (Teradata Q2 2026 earnings transcript) — Teradata Q2 2026 revenue flat at $410M; shares reverse to fall 18% on weak Q3 guidancemarket-data
Latest Activity
Insider Filing Activity
Counts filing frequency only — transaction direction/size wasn't parseable from the sampled filings · sourced from SEC EDGAR · as of Sep 7, 2026
Acquisition & Investment Fit
AI-reasoned, generated only from entities already in InsightNodes's own graph — a hypothetical strategic-fit exercise, not real M&A intelligence or a signal that any deal is planned or in progress.
Relationship Map
The relationships surrounding Teradata — ownership, dependencies, regulation, technology and market context. Click any node to make it the new center, 2 levels deep.
Connection type
Click any node to make it the new center. Scroll to zoom, drag to pan.
The Story So Far (last 6 months)
Auto-generated from this entity's dated milestones, relationship updates, and sourced evidence — not AI-written, just sorted.
Market Intelligence
UnverifiedCredibly-reported claims — analyst notes, sourcing citing “people familiar with the matter,” deals where the companies involved declined to comment — that haven't been officially confirmed. Kept structurally separate from the sourced evidence above; treat as a lead worth researching further, not an established fact.
An 18% after-hours reversal despite an EPS beat suggests the market is pricing Teradata's legacy-to-cloud transition as a genuine near-term revenue headwind, not a rounding error, even as the Autonomous Knowledge Platform launch continues
36% confidenceShares moving from +7% to -18% within a single earnings reaction is a large swing for a beat-and-raise quarter, and it reads as investors weighting the Q3 guidance (revenue declining 4-6%) far more heavily than the EPS beat or the July Autonomous Knowledge Platform launch -- a sign the market wants to see the AI-platform bet show up in top-line numbers before it credits the story.
This is InsightNodes' own interpretive read of the market reaction to Teradata's Q2 2026 results; it reflects a plausible explanation rather than confirmed analyst consensus on investor motivation.
The Motley Fool · Aug 11, 2026
Teradata's Timeline
A sourced, dated history of Teradata's key moments — founding to present.
Aug 2026 · Q2 2026 revenue flat at $410M, but shares fall 18% after-hours on weak Q3 outlook
Teradata reported Q2 2026 non-GAAP EPS of $0.69 on revenue of $410 million (flat year-over-year, beating estimates), and raised full-year non-GAAP EPS guidance to $2.65-2.73; shares initially rose 7.2% but reversed to fall 18.3% after-hours once investors focused on Q3 guidance calling for total revenue to decline 4-6% year-over-year.