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Crayon Data

crayondata.ai ↗

AI personalization vendor pivoting from maya.ai to agentic Tangram AI.

Little protection left
Assessed 26 July 2026 · Evidence as of 26 July 2026
Not much stands between this business and its pressures.
On the recordSince 26 July 2026 · Checkable from 2026 · Every call on the record Checkpoint: First verified Tangram AI production customer or new funding round, distinct from legacy maya.ai deals
The call

Crayon Data is retiring its old flagship for an agentic AI product while funding has been silent for nine years and headcount is shrinking.

Crayon Data builds software that uses AI to personalize what customers see in banking and travel apps. It is easy to copy because the company itself admitted its old product (Maya) no longer works better than newer AI models, and its replacement (Tangram) is just a layer on top of those same models that anyone can build. Bigger companies like Mastercard, Salesforce, and Adobe, plus AI makers like OpenAI and Google, can all build the same thing themselves, which means Crayon has no real wall protecting its business. The one thing that could prove the company still has a chance: if Crayon wins a major contract or shows its new agents work noticeably better than what Mastercard or the AI companies are offering, but right now there is no sign of that.

Why
01
AI pressure: Frontier labs' agent tools (OpenAI Deep Research, Google Gemini, Claude agents). Foundation-model agents now do the recommendation and personalization work Crayon used to sell as a product. Could AI do the core job? Yes, likely.
02
Bigger players: Mastercard (via Dynamic Yield). Mastercard's Dynamic Yield already sells personalization to the same banking and travel clients Crayon chases. Could a giant copy it? Yes, easily.
03
What protects it. Long-standing bank and travel relationships in Asia, plus early backers like Ratan Tata and Kris Gopalakrishnan, keep some contracts alive.
What would change this call
Mastercard/Dynamic Yield or a hyperscaler launches a banking or travel personalization feature in 2026. Would confirm the incumbent threat to Crayon's niche is actively materializing.
Crayon Data announces a new funding round with a named lead investor and disclosed size. Would break the nine-year capital silence and signal renewed investor confidence.
A named enterprise customer publicly confirms live production use of Tangram AI, not legacy maya.ai. Would show the agentic-AI pivot has real paying adoption, not just rebranding.
Key numbers
  • No confirmed funding round since Dec 2017 (2026-05-28)
  • Headcount reportedly fell from 167 to 139 (2025-12-21)
  • Ratan Tata invested via family office in 2016 (2016-04-20)
Named risks
  • No confirmed new funding round since December 2017, raising capital runway concerns. Severity: high
  • Product transition from maya.ai to Tangram AI incomplete; legacy listings still live mid-2026. Severity: medium
  • Core original personalization tech directly commoditized by foundation models and hyperscaler-native agent features. Severity: high
  • No independently confirmed current-year enterprise customer logos for the new Tangram AI product. Severity: medium
  • Employee headcount and revenue estimates across sources are wildly inconsistent, obscuring true company scale. Severity: medium
Rivals, as read in July 2026
RivalDirectionEvidence
Mastercard (Dynamic Yield)gaining onCompleted Dynamic Yield acquisition April 4, 2022, giving it scale in the exact personalization niche Crayon serves
OpenAI / frontier AI labsgaining onDeep Research agentic tool shipped Feb 2, 2025, commoditizing bespoke recommendation pipelines Crayon built its business on
Salesforce / Adobe Experience CloudcontestingNative AI personalization tooling competes for same enterprise personalization budgets as Crayon's Tangram AI
PersoneticscontestingBank-focused personalization/insights vendor competing directly in Crayon's core banking segment
LemniskcontestingIndia-based CDP/personalization competitor named in independent Dynamic Yield alternatives coverage, 2026-07-16
Questions people ask
Is Crayon Data profitable in 2026?
No audited revenue or profit figures have been published. The company has not confirmed a funding round since December 2017, and available third-party estimates of its financials are inconsistent and unverified, so profitability cannot be confirmed as of mid-2026.
Has Crayon Data raised any new funding recently?
No new funding round has been publicly reported since December 2017, per inc42's company profile dated May 28, 2026. Past backers reportedly included Ratan Tata's family office (invested April 2016) and Infosys co-founder Kris Gopalakrishnan.
What happened to Crayon Data's maya.ai product?
Crayon Data states on its own site that it has sunset maya.ai and rebuilt its architecture around Tangram AI, an agentic-AI platform. As of July 6, 2026, old maya.ai listings were still live on Microsoft AppSource, showing the transition is incomplete.
Who is Crayon Data's biggest competitor?
Mastercard, via its Dynamic Yield acquisition completed April 4, 2022, is the closest and largest rival in AI-driven personalization for banking and travel, competing for the same enterprise buyers Crayon Data targets with its new Tangram AI product.
Could AI replace Crayon Data's core product?
Crayon Data's own pivot suggests yes: it sunset its patented maya.ai personalization engine and rebuilt around a thin agent-orchestration layer (Tangram AI) sitting atop foundation models, the same models now shipping native agentic features like OpenAI's Deep Research, launched February 2, 2025.
Who owns Crayon Data?
Crayon Data Pte Ltd is privately held and venture-backed, with historical investors including Jungle Ventures, Spring Seeds, Mitsui & Co., the family office of Ratan Tata (invested April 20, 2016), and Infosys co-founder Kris Gopalakrishnan; no acquisition or IPO has been reported.
Timeline
  • 2026-07-06Legacy maya.ai listing still live on Microsoft AppSource despite company's stated product sunset
  • 2025-02-02OpenAI launches Deep Research, a frontier-lab agentic feature overlapping Crayon's new Tangram AI space
  • 2022-04-04Mastercard completes acquisition of Dynamic Yield, consolidating a key rival in AI personalization
  • 2021-12-21Mastercard announces deal to acquire Dynamic Yield
  • 2017-12Last publicly reported funding activity for Crayon Data; no new round confirmed since
  • 2016-04-20Ratan Tata invests in Crayon Data via his family office
  • 2013Company states it has been building enterprise AI since this year (per company site)
  • 2012-10Founding date cited by some third-party profiles
Revision history
26 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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