Ignosis vs Sikoia (2026)
Both hold A on regulatory status and they got there by opposite routes, which is the reason to read this page rather than pick on geography alone. Ignosis is regulated by where it stands, operating on India's account aggregator framework, open credit enablement network and open commerce financial services layer, each of which imposes consent, purpose limitation and participant obligations written by the state rather than by the vendor. Sikoia is regulated by what it holds, publishing authorisation as an account information service provider and separately as a credit reference provider with a verifiable reference number for each. Public infrastructure against private permission. The consequences for the applicant invert just as cleanly. Ignosis has the stronger inclusion mechanism, substituting income detected from consented bank data for the formal proof that excludes more than 160 million consumers, and gives that person no way to contest what is concluded, only whether the data flows. Sikoia has the stronger remedy, because credit reference registration carries statutory accuracy duties and a right to obtain and challenge, and it has the weaker fairness position, since document extraction degrades hardest on the irregular and self employed income patterns its own growth market is built around.
- You are lending in India and want the public rails rather than a private arrangement. Ignosis orchestrates across multiple account aggregators to fetch consented encrypted bank data in real time, and builds on the central bank's account aggregator framework, the open credit enablement network and the open commerce network's financial services layer. Four named public instruments and two named authorities make this the deepest jurisdiction specific regulatory disclosure in the index.
- The applicants you want have no formal income proof. Ignosis frames the opportunity around more than 160 million consumers excluded from affordable credit because they cannot produce it, and its core capability substitutes income detected from consented bank data for the document they do not have. It holds B on AI governance and bias disclosure where Sikoia grades C.
- Privacy needs to be architectural. Ignosis holds A on GLBA and data privacy posture and A on AI centrality, with consent, purpose limitation and participant obligations imposed by the frameworks it operates on rather than promised by the vendor.
- The vendor's own permissions are what your compliance team will ask for. Sikoia is authorised by the United Kingdom conduct regulator as an account information service provider and separately as a credit reference provider, publishing a firm reference number for each so both can be verified on the public register, and stating that it is a credit broker and not a lender.
- You want the applicant to have a remedy that exists in law. Credit reference provider registration places statutory duties on the accuracy of information Sikoia holds about individuals and gives them a right to obtain and challenge it, which is why it holds B on liability and recourse where Ignosis grades C.
- Documents are the evidence, not just bank feeds. Document intelligence extracts and validates income and employment from payslips, bank statements and tax returns alongside open banking affordability analysis, and Sikoia holds A on core systems and integration depth.
This comparison is published by AI FinTech Index, an independent research platform that publishes independent ratings of AI vendors for financial services. Ignosis and Sikoia are each graded against the same capability taxonomy, from each vendor's own public materials and the regulatory record, under the AI FinTech Index verification standard. No vendor pays for placement, and no vendor has reviewed this page. How this evidence is graded
Plain facts
| Ignosis | Sikoia | |
|---|---|---|
| Primary category | Credit Decisioning & Underwriting | Credit Decisioning & Underwriting |
| Founded | 2022 | 2021 |
| Headquarters | Ahmedabad, India | London, United Kingdom |
| Website | ignosis.ai | www.sikoia.com |
Side by Side
| Axis | I Ignosis |
S Sikoia |
|---|---|---|
| AI Centrality | ||
| Autonomy and Oversight Model | ||
| Model Risk Management and Transparency | ||
| Operational and Outcome Evidence | ||
| AI Safety and Data Stewardship | ||
| GLBA and Data Privacy Posture | ||
| Security Certifications and Trust Center | ||
| Regulatory Status and Licensure | ||
| AI Governance and Bias Disclosure | ||
| AI Liability and Recourse | ||
| Model Supply Chain Disclosure | ||
| Core Systems and Integration Depth | ||
| Deployment Model and Data Residency | ||
| Commercial Transparency | ||
| Institution and Segment Coverage |
The short version of each
Ignosis
Ignosis is an enterprise Account Aggregator infrastructure and financial data intelligence platform used by more than 125 Indian banks, non bank lenders, insurers and wealth managers, orchestrating across multiple account aggregators to fetch consented encrypted bank data in real time and converting it into income verification, risk underwriting, spend analysis, fraud and financial health signals. It builds on India's regulated public data rails including the account aggregator framework, the open credit enablement network and the open commerce financial services network. The AI FinTech Index grades it A on AI centrality, operational and outcome evidence, GLBA and data privacy posture and regulatory status and licensure, with B on institution coverage, AI safety, autonomy, AI governance and bias disclosure, model risk management, integration depth and model supply chain disclosure, documenting six of the nine regulatory axes the index tracks against an index average of 2.93 across 489 vendors. Its inclusion mechanism substitutes income detected from consented bank data for formal proof, addressing more than 160 million consumers excluded for lack of it. Commercial transparency, deployment residency, security certifications and liability and recourse are graded C.
Source: AI FinTech Index, 2026
Sikoia
Sikoia automates customer verification for banks, building societies, brokers, motor finance lenders and letting agents, consolidating open banking, applicant documents and third party data into one structured view, with document intelligence extracting and validating income and employment from payslips, bank statements and tax returns, open banking affordability analysis, and a decision engine handling know your customer checks with anti money laundering screening. The AI FinTech Index grades it A on regulatory status and licensure and A on core systems and integration depth, with B on AI centrality, operational evidence, institution coverage, GLBA posture, autonomy, model risk management, liability and recourse and model supply chain disclosure, documenting six of the nine regulatory axes the index tracks against an index average of 2.93 across 489 vendors. It is authorised by the United Kingdom conduct regulator as an account information service provider and separately as a credit reference provider, publishing a firm reference number for each, and that registration carries statutory duties on accuracy giving individuals a right to obtain and challenge what is held about them. Commercial transparency, AI safety, governance and bias disclosure, deployment residency and security certifications are graded C.
Source: AI FinTech Index, 2026
Common questions
Is Ignosis better than Sikoia?
Jurisdiction settles it and neither travels. Ignosis is an account aggregator infrastructure and financial data intelligence platform used by more than 125 Indian institutions, built on India's regulated public data rails. Sikoia automates customer verification for United Kingdom banks, building societies, brokers and motor finance lenders and holds its own conduct regulator authorisations. Both document six of the nine regulatory axes the AI FinTech Index tracks, so neither is better documented. If you lend in India, Ignosis. If you lend in the United Kingdom, Sikoia.
Both are graded A on regulatory status, so what is the difference?
Both hold A and the routes are different enough to matter. Ignosis is regulated by where it operates: the central bank's account aggregator framework, the open credit enablement network and the open commerce network's financial services layer each impose consent, purpose limitation and participant obligations, and the rules are published by the state. Sikoia is regulated by what it holds: authorisation as an account information service provider and separately as a credit reference provider, with firm reference numbers you can check yourself. If your supervisor wants to see the vendor's own permissions, Sikoia's disclosure answers directly. If it wants to see which regulated rails the data moved on, Ignosis's does. Graded by AI FinTech Index against the same capability axes from each vendor's own published materials, verified August 23, 2026. No vendor pays for placement.
If my income is read wrongly, which one gives me a route?
Sikoia gives you a legal one and Ignosis gives you control over the tap. Sikoia's credit reference provider registration carries statutory duties on the accuracy of information it holds about individuals and a right for those individuals to obtain and challenge it, which is why it holds B on liability and recourse. Ignosis grades C: the account aggregator framework gives you consent rights you can exercise and withdraw, which is genuine control over whether your data flows at all, and nothing describes how you contest an income detection that understates your earnings or how a wrong financial health signal is corrected. Neither describes correction of a specific extraction error or notification of the lender who acted on one. Graded by AI FinTech Index against the same capability axes from each vendor's own published materials, verified August 23, 2026. No vendor pays for placement.
How does the AI FinTech Index grade Ignosis and Sikoia?
Both are graded on the same fifteen capability axes, with every grade traceable to the public artifact it was read from and the date it was verified, and the index publishes no composite score. Each documents six of the nine regulatory axes at A or B, against an index average of 2.93 across 489 vendors. Ignosis holds A on AI centrality, operational evidence, GLBA posture and regulatory status, with B on institution coverage, AI safety, autonomy, governance and bias, model risk, integration depth and supply chain, and C on commercial transparency, deployment residency, security certifications and liability. Sikoia holds A on regulatory status and core systems integration, with B on AI centrality, operational evidence, institution coverage, GLBA posture, autonomy, model risk, liability and recourse and supply chain, and C on commercial transparency, AI safety, governance and bias, deployment residency and security certifications.
Related comparisons
Other published head to head assessments involving these vendors or their closest peers. The full set for this category is on the Credit Decisioning & Underwriting page.
Both hold A on regulatory status and they earn it by opposite routes, which is the most useful thing on this page. Ignosis is regulated by where it stands: operating on the account aggregator framework, the open credit enablement network and the open commerce network means accepting the consent, purpose limitation and participant obligations each imposes, and those rules are published by the state rather than by the vendor.
Sikoia is regulated by what it holds: two authorisations in its own name with verifiable reference numbers. Public infrastructure against private permission, and a buyer should know which one their own supervisor recognises. The fairness and recourse positions then invert cleanly.
Ignosis holds B on bias disclosure for an inclusion mechanism operating at the largest scale of its kind, substituting detected income for a document the applicant cannot produce, and grades C on recourse: consent rights give real control over whether data flows and none over what is concluded from it, with nothing describing how someone contests an income detection that understates their earnings, and the same signals also drive collections targeting.
Sikoia holds B on recourse through statutory accuracy duties and grades C on bias, because document extraction degrades exactly where its stated growth market lies, on payslip layouts, employer systems, self employment records and irregular or multiple income streams, so the applicants who stand to gain most are the most exposed to a misread. Neither publishes extraction accuracy by document type or approval rate analysis by segment. Both grade C on deployment residency, security certifications and commercial transparency.