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Build an Evaluation Mission
Domains

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.

Professional documents spread across a desk

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:

  1. 01IndustryManufacturing, banking, public sector
  2. 02Business domainIndirect tax, procurement
  3. 03TechnologySAP, Oracle, Salesforce, custom
  4. 04FunctionAccounts payable, service
  5. 05ProcessInvoice posting, escalation
  6. 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

FamilyStatus todayPages
Indian professional domainsGST and indirect tax: Live. Payroll and company law: Active — on request. TDS and income tax, customs: Next.GST & Indian tax →
Enterprise applicationsSAP: 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 functionsFinance (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 domainsBanking 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.

Every existing domain page and its status

DomainStatusProfessionalsPage
GST and indirect taxLiveChartered Accountants, GST practitionersGST and indirect tax →
Payroll (labour codes)Active — on requestPayroll specialists, CAsPayroll →
Company lawActive — on requestCompany SecretariesCompany law →
TDS and income taxNextChartered AccountantsTDS and income tax →
CustomsNextCustoms brokers, trade specialistsCustoms →
Audit and assuranceRoadmap — priorityChartered Accountants and auditorsAudit and assurance →
Public procurementRoadmapPublic-procurement and contract-management specialistsPublic procurement →
Scheme eligibilityRoadmap, with partnersScheme and welfare-delivery specialists, via partnersScheme eligibility →
ESG and BRSRRoadmapESG and sustainability reporting specialistsESG and BRSR →
PharmacovigilanceRoadmapDrug-safety professionalsPharmacovigilance →
Medical codingRoadmapCertified medical codersMedical coding →
Clinical trial documentationRoadmapClinical research professionalsClinical trial documentation →
Clinical reasoning (protocol)Roadmap, with institutionsClinicians, via partner institutionsClinical reasoning →
KYC and AMLRoadmapCompliance and risk professionalsKYC and AML →
InsuranceRoadmapInsurance and claims specialistsInsurance →
Legal contractsRoadmapContract lawyersLegal contracts →
  1. 01LiveEvaluation and data available now.
  2. 02ActiveAvailable on request with a calibrated team.
  3. 03NextBeing prepared.
  4. 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.

CriterionThe question we ask
Buyer accessCan we reach the teams who build, sell or buy AI for this work?
Expert supplyCan we find and qualify professionals with demonstrated capability, holding the relevant credential?
VerifiabilityCan answers be tied to a written rule: law, standard or documented policy?
Commercial urgencyIs AI already doing this work, and is a wrong answer costly?
Repeat usageWill the same cases be re-run after releases and rule changes, not used once?
Data rightsCan cases be written synthetically, with clean rights, without anyone's confidential work?
Delivery economicsCan 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.

Platforms

Domains are the professional judgment being tested; platforms are where the AI runs. GST is live inside SAP finance agents, and cases can be run against AI in Oracle, Microsoft Dynamics, Tally, Zoho and custom agents in your test environment. Platforms · SAP.

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.