Starting with Indian tax. Expanding domain by domain.
AI does not work in the abstract. It works inside a business, a system, a function and a process, and what counts as correct depends on all of them. We open a domain only when qualified professionals who hold that credential are calibrated and the answers can be tied to a written rule, and we state every domain's status exactly as it is.

Flagship: India GST
GST and Indian indirect tax are live: input tax credit, blocked credits and provisos, reverse charge, place of supply, time limits, GSTR-2B conditions and reversals, including GST inside SAP finance documents and postings. The India GST AI Benchmark on input tax credit is in production, available from January 2027; the India GST AI Report, edition 1, is planned for March 2027. GST and indirect tax · Benchmarks · GST in SAP finance agents.
How we map a domain
"Finance AI" is too broad to evaluate. A useful benchmark needs to know exactly which professional judgment the AI is making. So we map every mission down a path from the industry to the specific capability being tested:
- 01IndustryManufacturing, banking, public sector
- 02Business domainIndirect tax, procurement
- 03TechnologySAP, Oracle, Salesforce, custom
- 04FunctionAccounts payable, service
- 05ProcessInvoice posting, escalation
- 06CapabilityInput tax credit eligibility
The same path decides which professionals we route the work to. A professional is matched on demonstrated capability at the bottom of the path, not on a job title at the top. How we qualify professionals.
Domain families
| Family | Status today | Pages |
|---|---|---|
| Indian professional domains | GST and indirect tax: Live. Payroll and company law: Active — on request. TDS and income tax, customs: Next. | GST & Indian tax → |
| Enterprise applications | SAP: Live for GST in SAP finance agents; other SAP process areas on request. Oracle and Salesforce: Roadmap — on request. Microsoft Dynamics and ServiceNow: Roadmap. | SAP · Oracle · Salesforce |
| Business functions | Finance (payroll and company law on request; audit and ESG on the roadmap), procurement, supply chain: mixed — stated per item. HR and manufacturing: Roadmap. | Finance · Procurement · Supply chain |
| Industry domains | Banking and KYC, insurance, healthcare and pharma, logistics, public sector: Roadmap (some only with partners or institutions). | KYC · Insurance · Public procurement |
These are target expansion domains, not a claim that every domain is operational. Where a family is mixed, each family page states the status of every item in it.
Explore by family
Every existing domain page and its status
| Domain | Status | Professionals | Page |
|---|---|---|---|
| GST and indirect tax | Live | Chartered Accountants, GST practitioners | GST and indirect tax → |
| Payroll (labour codes) | Active — on request | Payroll specialists, CAs | Payroll → |
| Company law | Active — on request | Company Secretaries | Company law → |
| TDS and income tax | Next | Chartered Accountants | TDS and income tax → |
| Customs | Next | Customs brokers, trade specialists | Customs → |
| Audit and assurance | Roadmap — priority | Chartered Accountants and auditors | Audit and assurance → |
| Public procurement | Roadmap | Public-procurement and contract-management specialists | Public procurement → |
| Scheme eligibility | Roadmap, with partners | Scheme and welfare-delivery specialists, via partners | Scheme eligibility → |
| ESG and BRSR | Roadmap | ESG and sustainability reporting specialists | ESG and BRSR → |
| Pharmacovigilance | Roadmap | Drug-safety professionals | Pharmacovigilance → |
| Medical coding | Roadmap | Certified medical coders | Medical coding → |
| Clinical trial documentation | Roadmap | Clinical research professionals | Clinical trial documentation → |
| Clinical reasoning (protocol) | Roadmap, with institutions | Clinicians, via partner institutions | Clinical reasoning → |
| KYC and AML | Roadmap | Compliance and risk professionals | KYC and AML → |
| Insurance | Roadmap | Insurance and claims specialists | Insurance → |
| Legal contracts | Roadmap | Contract lawyers | Legal contracts → |
- 01LiveEvaluation and data available now.
- 02ActiveAvailable on request with a calibrated team.
- 03NextBeing prepared.
- 04RoadmapPlanned; tell us your need to shape it.
Our current order: GST (live) → payroll and company law (active) → TDS and income tax, and customs (next) → audit and assurance (priority on the roadmap) → public procurement, ESG, KYC, scheme eligibility and the global-standard domains (roadmap).
Two kinds of ground truth
Rules written by an authority. GST, payroll, company law, audit standards, procurement rules. The answer can be traced to a law, rule, circular or published standard, so it can be certified, not just agreed. Packs built on these rules are reusable across customers.
Rules written by the organisation. An approval chain in an ERP, a pricing procedure, a service escalation policy. Here the expected outcome is set against the customer's documented configuration and policy, plus professional practice for the situations the documents don't cover. These packs are adapted to each customer.
How we choose what opens next
Seven criteria decide where we go. A domain opens only when all seven hold and a customer has asked for it; the status table above says where each one stands.
| Criterion | The question we ask |
|---|---|
| Buyer access | Can we reach the teams who build, sell or buy AI for this work? |
| Expert supply | Can we find and qualify professionals with demonstrated capability, holding the relevant credential? |
| Verifiability | Can answers be tied to a written rule: law, standard or documented policy? |
| Commercial urgency | Is AI already doing this work, and is a wrong answer costly? |
| Repeat usage | Will the same cases be re-run after releases and rule changes, not used once? |
| Data rights | Can cases be written synthetically, with clean rights, without anyone's confidential work? |
| Delivery economics | Can the quality chain run at a cost and pace that works for buyers and professionals? |
How we decide which domain opens next. Every domain uses the same method: qualified professionals, independent solving, review, adjudication, evidence and versioning. How it works.
Beyond India
Planned. UAE VAT and corporate tax, Singapore GST, IFRS and Ind AS, and ACCA markets, only where professionals hold that credential and have been calibrated. Nothing beyond Indian law is live today. If you have a concrete need in one of these, it is the strongest reason a domain moves forward. Discuss a mission.
Domains: questions people ask
Which domains are live today?+
GST and Indian indirect tax are live, including GST inside SAP finance agents. Payroll under the labour codes and company law are available on request. TDS and income tax, and customs, come next. Everything else on this page is on the roadmap.
Can you test a domain that is still on the roadmap?+
Not as a standard service. A domain opens only when it has a domain lead, a calibrated professional pool and an authoritative standard — we won't deliver a thin result. If you have a concrete need, tell us: it is the strongest reason a domain moves forward. How we choose domains.
Why do Oracle and Salesforce say "on request"?+
Because we will scope a mission when a customer brings a specific workflow and we can assemble professionals with demonstrated capability in it. We do not yet offer a standard pack for those platforms.
Where does ground truth come from in a configured business process?+
Where law or a published standard governs, answers are anchored there. Where the process is the customer's own — an approval chain in an ERP, an escalation rule in a CRM — expected outcomes are set against the customer's documented configuration and policy, plus professional practice.
Do you test other countries' laws?+
Not today. Our professionals are Indian specialists working on Indian law. UAE VAT and corporate tax, Singapore GST, IFRS and Ind AS, and ACCA markets are planned, and will open only where qualified professionals hold that credential. Some planned domains, such as pharmacovigilance and medical coding, follow global standards where India has deep professional expertise.
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