Is SparkCognition (now Avathon) still valued at $1.4 billion?

Avathon's last disclosed valuation was $1.4B set at its Series D close on January 25, 2022. No new priced funding round has been publicly confirmed since then as of mid 2026, so the unicorn mark is over four years old and unrevalidated by the market.

Has Avathon (formerly SparkCognition) raised new funding recently?

No. Avathon's most recent disclosed round is the $123M Series D that closed January 25, 2022, bringing total capital raised to roughly $300M. No new priced equity round has been publicly confirmed since, despite the 2025 to 2026 AI funding boom.

Is Avathon shrinking its workforce?

Tracking data shows Avathon headcount fell from about 384 employees in November 2022 to 261 by July 2026 per Crustdata, with Pitchbook separately listing 252 employees in 2026, a decline from its 2022 peak even as the company announced India expansion plans.

Who are Avathon's biggest competitors?

Verdantix's September 30, 2025 Green Quadrant named nine industrial AI Leaders: ABB, Augury, AVEVA, C3 AI, Cognite, GE Vernova, IBM, Seeq, and SymphonyAI. Avathon was not included among them, positioning it below these rivals in analyst rankings.

Could generic AI tools replace SparkCognition's Darwin product?

Darwin, Avathon's original AutoML model builder, targets a task that hyperscaler tools like Google Vertex AI and AWS SageMaker increasingly automate directly. Avathon itself began embedding Google's Vertex AI and Gemini Enterprise into its platform in December 2025, signaling this commoditization pressure.

Who owns SparkCognition, now called Avathon?

Avathon is privately held and venture backed, led by CEO Pervinder Johar with board chair Lord John Browne, the former BP CEO, and advisor John Chambers, the former Cisco CEO, as disclosed in the October 17, 2024 platform relaunch announcement.

United States · United States

SparkCognition

Avathon (formerly SparkCognition) sells industrial AI for predictive maintenance and defense.

Protection under test

Assessed 29 July 2026 · Evidence as of 29 July 2026

Something worth protecting exists and is being tested right now.

On the recordSince 29 July 2026 · Checkable from H2 2026 · Every call on the record Checkpoint: Next priced funding round, down-round, or acquisition disclosure

The call

Avathon still holds real defense and energy contracts, but its valuation, funding, and headcount have not moved forward since 2022.

SparkCognition builds artificial intelligence software that helps factories and power plants run better by connecting different computer systems together. The company has real advantages: it has over 150 patents, defense contracts that are hard to leave, and long-term customer relationships. However, it is struggling because its team shrank 32 percent since 2022, it has not raised new funding in over four years even as AI boomed, and big tech companies like Google now offer similar tools that could do the same work cheaper. The one thing that could turn this around is if the company can prove its new team in India will actually help it grow again, not just move jobs around, but if the headcount keeps dropping through late 2026, then the business is probably getting smaller, not stronger.

Why

AI pressure: Google Vertex AI / Gemini Enterprise. Avathon builds on Google Gemini/Vertex AI as its backend, so Google could sell similar tools straight to Avathon's own energy and defense customers. Could AI do the core job? Only partly.

Bigger players: Siemens, GE Vernova, Honeywell Forge, IBM Maximo, ABB. Siemens, GE Vernova, Honeywell Forge, and IBM Maximo already run competing industrial AI platforms inside the same factories and plants. Could a giant copy it? Yes, easily.

What protects it. Embedded OT/IT integrations, 150 to 200-plus patents, and multi-year defense and energy contracts that are costly for customers to rip out.

What would change this call

Whether Avathon closes a priced equity round at or above the $1.4B 2022 valuation within 12 months. Confirms investor confidence rather than an underwater equity position.
Whether Avathon appears in the next Verdantix industrial AI Leaders quadrant. Shows analyst recognition versus continued exclusion from top-tier rankings.
Whether global headcount keeps falling through late 2026 despite India hiring push. Would show real contraction rather than a geographic workforce shift.

Key numbers

$123M Series D at $1.4B valuation, no priced round since (2022-01-25)
Headcount fell from 384 to 261 employees (2026-07-19)
Army VIPER contract worth about $5M over 2 years (2025-11)

Named risks

No priced equity round since January 2022 despite 4.5+ year gap and active AI funding boom. Severity: high
Headcount decline of roughly 32% from 2022 peak per multiple trackers as of mid 2026. Severity: medium
Excluded from Verdantix's Sept 2025 Leaders quadrant versus nine named rivals. Severity: medium
Revenue figures across trackers range from $35M to $57M for 2024 and are inconsistent. Severity: low
Strategic shift to embedding Google Vertex AI/Gemini risks margin compression and hyperscaler dependence. Severity: medium

Rivals, as read in July 2026

Rival	Direction	Evidence
Cognite	losing to	Named a Verdantix Leader Sept 30 2025 while Avathon was excluded
C3 AI	losing to	Named a Verdantix Leader Sept 30 2025; Avathon absent from quadrant
AVEVA	losing to	Verdantix Leader Sept 30 2025, ranked above Avathon
GE Vernova	losing to	Verdantix Leader Sept 30 2025 alongside IBM, ABB
Google Cloud (Vertex AI/Gemini)	contesting	Dec 2025 partner embedding Gemini into Avathon platform while also a direct hyperscaler rival

Questions people ask

Is SparkCognition (now Avathon) still valued at $1.4 billion?: Avathon's last disclosed valuation was $1.4B set at its Series D close on January 25, 2022. No new priced funding round has been publicly confirmed since then as of mid 2026, so the unicorn mark is over four years old and unrevalidated by the market.
Has Avathon (formerly SparkCognition) raised new funding recently?: No. Avathon's most recent disclosed round is the $123M Series D that closed January 25, 2022, bringing total capital raised to roughly $300M. No new priced equity round has been publicly confirmed since, despite the 2025 to 2026 AI funding boom.
Is Avathon shrinking its workforce?: Tracking data shows Avathon headcount fell from about 384 employees in November 2022 to 261 by July 2026 per Crustdata, with Pitchbook separately listing 252 employees in 2026, a decline from its 2022 peak even as the company announced India expansion plans.
Who are Avathon's biggest competitors?: Verdantix's September 30, 2025 Green Quadrant named nine industrial AI Leaders: ABB, Augury, AVEVA, C3 AI, Cognite, GE Vernova, IBM, Seeq, and SymphonyAI. Avathon was not included among them, positioning it below these rivals in analyst rankings.
Could generic AI tools replace SparkCognition's Darwin product?: Darwin, Avathon's original AutoML model builder, targets a task that hyperscaler tools like Google Vertex AI and AWS SageMaker increasingly automate directly. Avathon itself began embedding Google's Vertex AI and Gemini Enterprise into its platform in December 2025, signaling this commoditization pressure.
Who owns SparkCognition, now called Avathon?: Avathon is privately held and venture backed, led by CEO Pervinder Johar with board chair Lord John Browne, the former BP CEO, and advisor John Chambers, the former Cisco CEO, as disclosed in the October 17, 2024 platform relaunch announcement.

Timeline

2025-12Expanded Google Cloud partnership embedding Vertex AI and Gemini Enterprise into Avathon's Autonomy Platform
2025-11Awarded two year US Army VIPER contract for contested logistics, roughly $5M
2025-09-30Verdantix Green Quadrant names nine industrial AI Leaders; Avathon excluded
2024-11-11Avathon announces plan to triple India headcount to ~400, target 25% revenue from India
2024-10-17SparkCognition rebrands as Avathon, HQ moves to Pleasanton, CA
2022-01-25Series D closes at $123M, unicorn valuation of $1.4B, total raised ~$300M
2019-10Series C round of $100M led by Temasek
2013SparkCognition founded in Austin, Texas by Amir Husain

Revision history

29 July 2026

First assessed. Protection under test. The text above is fixed as of this date and is not edited afterwards.

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