AI can generate an answer. Zynoviq tells you whether it is professionally correct.
Qualified professionals write and verify the answers. We turn them into training data that improves your AI and benchmarks that measure it, then re-test whenever your system or the law changes.
The human intelligence behind reliable AI. Starting with Indian GST and SAP finance, expanding domain by domain. See each domain's status.

Fluent is not the same as correct.
AI now drafts tax treatments, posts journal entries and answers compliance questions. It sounds right far more often than it is right. The failures that cost money are the confident ones: a blocked credit claimed, a valid credit given up, a rule applied after it changed.
Your platform can run a test. Someone still has to know the correct answer, and why.
A factory with 400 workers runs a canteen, as the Occupational Safety, Health and Working Conditions Code, 2020 requires. The caterer's bill carries ₹10,000 of GST. Can the company claim that GST back as input tax credit?
Most AI systems answer no — food and beverages are a blocked credit. The certified answer is yes: the law allows the credit when the employer is legally required to provide the service. The wrong answer arrives fluent and confident — the hardest failure to catch. How AI fails at professional work.
One source of truth, two products.
Professional Data
Improve your model or agent with expert-written tasks, verified answers, reasoning and preference data, delivered in your schema with full provenance.
For AI labs, model builders and agent companies.
Benchmarks & Evaluation
Measure your AI against held-out professional cases. Get every failure with the correct answer and the rule behind it, re-tests after every change, and adversarial scenarios designed to break it.
For software vendors, AI buyers, enterprise teams and government vendors.
Training and test cases come from the same production system but never from the same items. How training and test data stay separate.
A benchmark built to be cited.
The India GST AI Benchmark covers input tax credit, blocked credits, reverse charge, place of supply and time limits. Every case is synthetic, solved independently by two qualified professionals, adjudicated, and tied to the law with a valid-as-of date.
Vendors license it to show their customers evidence that their product is correct. Buyers ask their vendors for it before they sign.
Status: in production; available from January 2027. Benchmarks · India GST AI Report (edition 1 planned for March 2027).
Your AI was right last quarter.
Indian indirect tax changes several times a year through council decisions, notifications and circulars. Each change can turn a correct answer into a wrong one without anyone noticing. The Regulatory Regression Service re-runs the affected cases on your system and reports what broke, with the new rule behind it. Regulatory Regression Service →
Built for teams that build, sell or buy professional AI.
Not built for organisations simply adopting off-the-shelf AI. Who we serve.
People set the answer. Software keeps it current.
- 01Qualified professionalsCapability-qualified in the specific topic, not just by title.
- 02Independent solving and reviewEach case solved separately by more than one professional.
- 03Adjudication and legal evidenceDisagreements settled; every answer tied to the written rule.
- 04Certified caseVersioned, with a valid-as-of date.
- 05Your training data or your testNever both from the same item.
AI never sets, changes or certifies professional ground truth. People write, solve, review and certify every answer. Software routes the work and runs fixed, rule-based checks. How it works.
Findings, not certificates.
Every evaluation produces a versioned record: the system tested, the benchmark version, the date, the result and the judgments behind it. The report is written so an auditor, risk team or government buyer can read it without us.
It is evidence of testing, not a certification of your AI. Evidence your AI was tested.
Our promises.
- Synthetic cases only. We never use your data or anyone else's.
- Test environments only. Your production systems are never touched.
- No answer written or certified by AI. Marking today is rule-based and human; AI-assisted marking of free text is planned, opt-in and always checked by people.
- Separate delivery teams from Zynoviq's Enterprise AI division, whose products we never test. How we stay separate.
- Findings, not certificates. We show what is wrong and why. Our reports are not a certification or assurance of your AI.
Zynoviq — FAQ
What does Zynoviq do?+
Zynoviq turns qualified professional expertise into verified answers that AI systems can be trained on and measured against. We sell two products: Professional Data to improve a model or agent, and Benchmarks & Evaluation to measure one. What we sell.
Does Zynoviq replace our platform's testing?+
No. Your platform runs the test. Zynoviq supplies what "correct" means for professional work: the held-out cases, the verified answers and the rule behind each one. The two are complementary. How this differs from platform testing.
Which domains are live?+
GST and Indian indirect tax are live. Payroll under the labour codes and company law are active on request. Every other domain is listed with its status on the domains page.
Do you need our data?+
No. Every case is synthetic, and tests run only in your test or sandbox environment. We never touch production systems or real customer records.
How do we start?+
With a free 25-case sample test on Indian GST, or a fixed-price AI Quality Diagnostic on one workflow, quoted. Both show you the quality of our work on your own AI before you commit to anything larger. Packages and how to start.
Zynoviq