Is Tresata profitable in 2026?

No confirmed profitability data exists. Tresata's last disclosed funding was $50M at a $1B valuation in October 2018, and the company has not publicly disclosed revenue or profit figures since then, per SiliconANGLE, October 2018.

Has Tresata had layoffs in 2026?

No layoffs have been formally announced, but secondary employee trackers conflict sharply, listing anywhere from 10 to 46 staff as of July 2026. Charlotte-area tech layoffs rose about 67% year over year by April 2026, per Yahoo News.

Could AI replace Tresata?

Tresata's core service, entity resolution and data cleaning for AML compliance, is now shipped natively by AWS Entity Resolution (live, per-1,000-record pricing as of July 2026) and Google Cloud AML AI, which has powered HSBC's primary AML system since 2021-2023, per a Celent report, June 2026.

Who is Tresata's biggest competitor?

Teradata launched its Autonomous Knowledge Platform on May 7, 2026, directly targeting the 'AI-ready enterprise data' positioning Tresata claims, per PRNewswire. AWS, Google Cloud, Databricks and Snowflake also ship competing entity-resolution features as of 2026.

Is Tresata still HSBC's data vendor?

HSBC selected Tresata in December 2018 to automate global data-asset creation, per BusinessWire. But by 2021-2023, HSBC's primary AML transaction-monitoring system was rebuilt natively on Google Cloud's AML AI, per a Celent case study published June 10, 2026.

Is Tresata still a unicorn?

Wikipedia's unicorn list still tags Tresata at $1B+ as of July 29, 2026, based solely on its October 2018 funding round. The company has raised no new disclosed capital since then, raising doubt about whether that valuation still holds.

United States · United States

Tresata

Entity-resolution and data-cleaning software for bank AML and compliance teams.

Little protection left

Assessed 29 July 2026 · Evidence as of 29 July 2026

Not much stands between this business and its pressures.

On the recordSince 29 July 2026 · Checkable from Q2 2026 · Every call on the record Checkpoint: Six-month window for Industry.AI partnership to convert to disclosed revenue

The call

Tresata's compliance-data niche now ships as a built-in feature inside major cloud platforms, and its one confirmed bank customer appears to have moved on.

Tresata helps banks find duplicate customer records and catch money-laundering risks by cleaning up messy data. For years this was hard to do and only Tresata did it well, which is why HSBC paid them. Now Amazon, Google Cloud, and Snowflake have built the same cleaning tools directly into their platforms, and they give them away as part of the service. HSBC, their biggest customer, switched to Google Cloud around 2021. The company has only about 26 people left and has not raised money in 8 years, which usually means it is slowly shrinking. The one thing that could save it: if their new partnership with Industry.AI starts bringing in real money in the next few months, or if someone buys the company to keep the brand alive.

Why

AI pressure: Google Cloud AML AI. HSBC's compliance data work, once Tresata's flagship deal, now runs on Google Cloud AML AI instead. Could AI do the core job? Yes, likely.

Bigger players: AWS Entity Resolution. AWS sells entity resolution as a live, per-record priced service, folding Tresata's core function into standard cloud tooling. Could a giant copy it? Yes, easily.

What protects it. Long-running bank relationships and a new Industry.AI data partnership, though neither shows confirmed new revenue yet.

What would change this call

Whether the Industry.AI partnership announced Nov 2025 produces any named, disclosed revenue by mid 2026. Would show Tresata can still convert partnerships into real paying business.
Whether Tresata announces a new funding round, acquisition, or wind-down within the next 12 months. Would confirm or dispel the going-concern and slow wind-down pattern in the evidence.
Whether Tresata discloses any new named Tier-1 bank contract with multi-year terms. Would show it can still win enterprise business against hyperscaler-native entity resolution tools.

Key numbers

$50M raised at $1B valuation, Oct 2018 (2018-10-10)
HSBC AML platform rebuilt on Google Cloud AI (2026-06-10)
AWS Entity Resolution live, priced per 1,000 records (2026-07-15)

Named risks

No disclosed funding round in nearly 8 years despite carrying a $1B unicorn valuation tag. Severity: high
Flagship 2018 customer HSBC appears to have rebuilt its AML system on Google Cloud instead. Severity: high
Entire competitive tier (AWS, Google Cloud, Teradata, Databricks, Snowflake) converged on AI-ready data in 2026. Severity: high
Headcount trend contested across sources, ranging 10 to 46 employees, with no verified current figure. Severity: medium
Regional buyer base (Charlotte banks) itself under AI-driven cost-cutting pressure. Severity: medium

Rivals, as read in July 2026

Rival	Direction	Evidence
Google Cloud	losing to	HSBC's primary AML system rebuilt natively on Google Cloud AML AI by 2021-2023, per Celent, June 2026
AWS	gaining on	AWS Entity Resolution live as managed, usage-priced service as of July 2026
Teradata	gaining on	Launched Autonomous Knowledge Platform targeting AI-ready data, May 7, 2026
Databricks, Snowflake, MongoDB, Qlik, Tableau, ThoughtSpot	gaining on	All shipped agentic-AI data-readiness features in 2026, per TechTarget

Questions people ask

Is Tresata profitable in 2026?: No confirmed profitability data exists. Tresata's last disclosed funding was $50M at a $1B valuation in October 2018, and the company has not publicly disclosed revenue or profit figures since then, per SiliconANGLE, October 2018.
Has Tresata had layoffs in 2026?: No layoffs have been formally announced, but secondary employee trackers conflict sharply, listing anywhere from 10 to 46 staff as of July 2026. Charlotte-area tech layoffs rose about 67% year over year by April 2026, per Yahoo News.
Could AI replace Tresata?: Tresata's core service, entity resolution and data cleaning for AML compliance, is now shipped natively by AWS Entity Resolution (live, per-1,000-record pricing as of July 2026) and Google Cloud AML AI, which has powered HSBC's primary AML system since 2021-2023, per a Celent report, June 2026.
Who is Tresata's biggest competitor?: Teradata launched its Autonomous Knowledge Platform on May 7, 2026, directly targeting the 'AI-ready enterprise data' positioning Tresata claims, per PRNewswire. AWS, Google Cloud, Databricks and Snowflake also ship competing entity-resolution features as of 2026.
Is Tresata still HSBC's data vendor?: HSBC selected Tresata in December 2018 to automate global data-asset creation, per BusinessWire. But by 2021-2023, HSBC's primary AML transaction-monitoring system was rebuilt natively on Google Cloud's AML AI, per a Celent case study published June 10, 2026.
Is Tresata still a unicorn?: Wikipedia's unicorn list still tags Tresata at $1B+ as of July 29, 2026, based solely on its October 2018 funding round. The company has raised no new disclosed capital since then, raising doubt about whether that valuation still holds.

Timeline

2026-06-10Celent report shows HSBC's AML system rebuilt natively on Google Cloud AML AI, not Tresata
2026-05-07Teradata launches Autonomous Knowledge Platform, competing directly on AI-ready data
2026-04-14Charlotte-region tech and corporate layoffs rise about 67% year over year
2025-11-05Tresata announces Industry.AI partnership, pivots messaging to 'Data for AI'
2020Tresata offers free AML diagnostic tool to banks named in ICIJ FinCEN Files leak
2018-12-11HSBC Global Banking and Markets selects Tresata to automate data-asset creation
2018-10-10Tresata raises $50M from GCP Capital Partners at $1B valuation, becomes unicorn
2011-07Tresata founded in Charlotte, North Carolina

Revision history

29 July 2026

First assessed. Little protection left. The text above is fixed as of this date and is not edited afterwards.

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