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India ID ExchangeRisk, Cybersecurity, Technology & AI

Independent Director — Enterprise Master Data and Data Quality Technology

Confidential enterprise data-quality software company Bengaluru· Enterprise Technology & Software — Master Data & Data Quality

Closed 31 October 2026

What the product promises—and what the Board must verify

The company develops software that helps organisations create reliable business entities, rules and relationships across fragmented systems. Its promise is not simply that data will be consolidated. Customers expect records to be explainable, changes to be controlled, identities to be resolved correctly, and downstream decisions to remain dependable as sources, regulations and operating models change.

The Board seeks an Independent Director who can make “trusted data” governable. This person will challenge product claims, examine the evidence behind accuracy and automation, and help management scale recurring revenue without allowing implementation complexity, customer-specific code or unresolved technical debt to undermine the economics of the platform.

A three-layer trust agenda

Semantic trust. The Director will ask how the product represents meaning across jurisdictions, functions and customer-specific taxonomies. A technically correct match can still be commercially wrong if records refer to different legal, operational or household entities. The Board needs insight into model ownership, hierarchy design, rule conflicts, survivorship logic, human override and the auditability of each material decision.

Operational trust. Data pipelines change continuously. The appointee will examine schema drift, source reliability, lineage, observability, rollback, release controls and exception queues. Management should be able to distinguish availability from correctness: a service may remain online while distributing defective data at speed. Material incidents must be assessed for customer consequence, not only infrastructure downtime.

Decision trust. As machine learning and generative interfaces are introduced, the Board must understand which outputs advise, which automate and which can change a customer’s system of record. The Director will press for use-case classification, evaluation against representative data, confidence thresholds, human accountability, bias testing, privacy protection and a defensible route for customers to question or reverse an outcome.

Choices that define scalable economics

The Director will contribute to decisions on platform standardisation versus bespoke delivery. Product-market fit should not be inferred solely from bookings if implementations require recurring engineering intervention. The Board will look for cohort evidence on deployment effort, time to value, expansion, support intensity, cloud cost, retention and the durability of partner-led implementations.

Pricing should reflect the economic unit the product governs and the value or risk it manages, while remaining understandable to customers. The appointee will review whether commercial commitments create uncapped processing exposure, ambiguous service obligations or roadmap capture by a small number of accounts. International expansion proposals should address data-location requirements, contracting, implementation capacity, partner assurance, support coverage and local regulatory interpretation.

Product assurance as a Board discipline

Major releases should carry evidence proportionate to their potential customer impact. The Director will encourage a product-assurance view that links architecture, security, privacy, model behaviour, documentation and customer adoption. Serious defects and near misses should lead to systemic learning rather than isolated patches. The Board must receive a candid account of known limitations, recurring exceptions and control debt.

Cyber oversight will include identity and access design, tenant isolation, encryption and key management, software supply-chain exposure, incident response and customer notification. Privacy governance must address data minimisation, purpose limitation, training-data restrictions, deletion and the practical operation of contractual commitments.

Constructive work with founders and executives

This appointment requires a Director who can preserve entrepreneurial speed while insisting on decision quality. The appointee will help management identify which controls belong in the platform, which require independent assurance and which should remain customer responsibilities. They will also contribute to leadership succession, incentive design, capital allocation, strategic partnerships and acquisition assessment where a transaction could expand capability but complicate data provenance or integration.

Who should apply

Candidates should have led enterprise software, data platforms, information governance, cloud products, product engineering, technology risk, data-intensive transformation or an adjacent B2B technology domain. Board or executive experience with subscription economics, complex deployments and cross-border customers is important. Direct exposure to data quality, entity resolution, master data, metadata or AI governance would be especially relevant, but the Board values depth of judgement over vocabulary.

Applicants must be capable of reading product and operating metrics critically, engaging technical leaders without displacing them, and explaining technology risk in commercial terms. Active IICA Independent Directors Databank registration is mandatory. All investor, customer, supplier and competitive interests must be declared.

Application note requested

Along with the Board profile and IICA confirmation, applicants should submit a brief account of a situation in which a technology product was operationally available but not trustworthy—and what evidence changed the governing decision. Applications are to be made through India ID Exchange.

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