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Agentic AI for India's Regulated Enterprises

Meet ajuni, Webority's agentic AI platform for India's regulated enterprises. It ships 12 pre-built, audit-grade agents across six functions, sales, marketing, HR, customer support, finance, and procurement, that retrieve the right records, reason over them, act under your approval, and record every step to a tamper-evident audit trail. Run it in your VPC, on-premises, or a sovereign India cloud, with a human in the loop wherever you need one, so your teams automate real work without the data ever leaving your environment.

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Part of the Webority Product Suite

What Is ajuni

ajuni is an agentic AI platform, a product you run rather than a services engagement. It ships 12 pre-built agents that do real work inside your rules and your environment, already in production at 100+ enterprises across India and APAC, alongside our other Webority products such as Lexa. If you need bespoke models built instead, that is our AI & ML development service; ajuni is the platform you deploy. Three ideas sit at its core.

Agents that act, not just answer
Agents That Act

Each agent retrieves the right data, reasons over it, decides on an action, and records the step, rather than only answering a question.

Inside your rules
Inside Your Rules

Agents run with human-in-the-loop review, guardrails, and a draft-until-approved workflow, so you decide how much autonomy each one has.

In your environment
In Your Environment

Deploy in your VPC, on-premises, or cloud, so your data stays where it should and never leaves your boundary.

ajuni agentic AI automating regulated enterprise operations

Why Regulated Enterprises Need Agentic AI

In regulated industries, AI pilots dazzle in the boardroom, then stall at deployment: regulators want a complete audit trail, CTOs want on-prem or sovereign options, and compliance needs proof of every action. Generic tools can help a person draft a message, but they cannot act on a system of record, respect an approval chain, or prove what they did, and that demo-to-production gap is where the risk sits for a bank, insurer, or hospital.

ajuni closes it. Its agents act on real systems, but only inside your guardrails, with a person able to approve first and a tamper-evident record of every step. It is part of the wider digital transformation of regulated teams, and is already in production at 100+ enterprises.

How ajuni Works

Every agent runs the same governed loop, so each action is grounded in your data and captured in the audit trail.

  • 01 Retrieve
  • 02 Reason
  • 03 Act
  • 04 Audit

Retrieve the Right Context

The agent taps your tools, knowledge base, and knowledge graph, across 100+ native enterprise connectors such as SAP, Salesforce, Tally, Finacle, GST, and ABDM, to pull the exact records it needs, grounded in your data rather than guessing from a general model.

ajuni retrieving grounded context

Reason Over It

A multi-agent supervisor plans the steps and reasons over the retrieved context, choosing the right model per agent, GPT-5, Claude Opus 4.7, Gemini 2.5, Llama 3, or India-native Sarvam, so the approach fits the task rather than forcing one model onto everything.

ajuni reasoning over retrieved context

Act, With Approval

The agent proposes or takes the action on your systems, under the autonomy you set. In draft-until-approved mode a person reviews first, so nothing is committed without a human in the loop where you want one.

ajuni acting under human approval

Audit Every Step

Each decision is written to a hash-chained, tamper-evident audit trail with its citations, so you can show what an agent did, on what data, and why, when a regulator or auditor asks.

ajuni hash-chained audit trail

Want to see ajuni run an agent on your workflow?

Talk to our team and we'll walk you through the agents, the guardrails, and how ajuni deploys inside your environment.

What ajuni's Agents Do

Pre-built agents across the functions a regulated enterprise runs every day, each one governed, grounded, and auditable.

Sales agents

Sales

Build and qualify pipeline, so your team spends time on the conversations that matter rather than the busywork before them.

Marketing agents

Marketing

Draft and run campaigns with citation enforcement, so content stays grounded and on-message for a regulated brand.

HR agents

HR

Source and screen candidates and move hiring along, with PII redaction applied to sensitive applicant data.

Customer support agents

Customer Support

Resolve routine requests end to end and hand off to a person when a case needs judgement or an approval.

Finance and accounting agents

Finance & Accounting

Reconcile and prepare accounting work with an audit trail designed to align with CARO and the Companies Act.

Procurement agents

Procurement

Take procurement from RFQ to purchase order, sourcing vendor alternatives and keeping the paper trail intact.

Deployment & Governance

ajuni is built to run inside your compliance boundary, with the same enterprise-grade security controls a regulated firm already expects.

VPC, on-prem, or cloud
VPC, On-Prem, or Cloud

Deploy in your own VPC, on-premises, or on AWS, Azure, GCP, or OCI, across regions from Mumbai to Singapore, Frankfurt, and Sydney, so ajuni runs where your data is allowed to live.

Sovereign options for India
Sovereign Options for India

Run on sovereign India clouds such as Yotta and CtrlS, so deployment stays within the jurisdiction and controls you operate under.

Human-in-the-loop
Human-in-the-Loop

Choose the autonomy each agent has, with a draft-until-approved workflow so a person can approve before anything is committed.

Guardrails
Guardrails

Apply citation enforcement and PII redaction so agents stay grounded and sensitive data is kept out of where it should not go.

Hash-chained audit trail
Hash-Chained Audit Trail

Every step is written to a tamper-evident, hash-chained trail designed to align with CARO and the Companies Act.

ISO 27001 and SOC 2 certified
Certified & Empanelled

ajuni is ISO 27001 and SOC 2 certified and CERT-In empanelled, delivered under Webority's CMMI Level 5 practice.

What ajuni Changes for Each Leader

Agentic AI that acts inside your controls is an advantage across the enterprise, from the boardroom to the teams doing the work.

01
For CXOs

Put agents to work on routine operations while keeping people in control of decisions, and see the automation land inside your own compliance boundary.

02
For Operations

Hand repetitive, document-heavy work to pre-built agents that run end to end and escalate to a person only when a case needs judgement.

03
For Risk Teams

Set the autonomy each agent has, keep a human in the loop where it matters, and rely on guardrails such as citation enforcement and PII redaction.

04
For Compliance

Show what every agent did, on what data, and why, from a hash-chained audit trail designed to align with CARO and the Companies Act.

Built for Regulated Industries

ajuni ships agents tuned to the sectors that carry the heaviest compliance load, with the guardrails and audit trail each one needs.

ajuni agents across regulated industries
01

BFSI

Handle loan applications and pre-approval and the document-heavy work that sits behind them, inside your controls.

02

Healthcare

Move claims and pre-authorisation forward with PII redaction on sensitive patient data.

03

Government

Run citizen-service workflows with a tamper-evident record of every action taken.

04

Retail

Match products and support operations at scale while keeping data inside your environment.

05

Manufacturing

Source vendor alternatives and keep procurement moving, with the trail regulators expect.

06

IT & SaaS

Automate operational tasks such as API-key rotation, under human approval where it matters.

Frequently Asked Questions

ajuni is Webority's agentic AI platform for India's regulated enterprises. Agentic AI means the software does not just answer questions; it retrieves the right data, reasons over it, decides on an action, and records every step. ajuni ships a suite of 12 pre-built agents across sales, marketing, HR, customer support, finance, and procurement, and each one works inside your rules, in your environment, with a human able to review before anything is committed.

ajuni is built for regulated sectors and supports agents across BFSI, healthcare, government, retail, manufacturing, and IT or SaaS. Named use cases include loan-application and pre-approval handling in BFSI, claims and pre-authorisation in healthcare, citizen services in government, product matching in retail, vendor-alternative sourcing in manufacturing, and operational tasks such as API-key rotation in IT. Agents are also grouped by function, so a team can start with one function and add more.

Governance is built in. ajuni supports a human-in-the-loop mode and a draft-until-approved workflow, so an agent proposes and a person approves before an action is committed. It applies guardrails such as citation enforcement and PII redaction, and writes every step to a hash-chained, tamper-evident audit trail designed to align with CARO and the Companies Act. You decide how much autonomy each agent has.

ajuni can run in your VPC, on-premises, or in the cloud, so your data stays where it should. It supports the major clouds and sovereign-cloud options for India, so a regulated enterprise can keep deployment inside its own compliance boundary while global teams run in the region that suits them.

ajuni is designed so your data stays in your environment, and Webority does not train models on your customer data. Deployment supports data-residency control and sovereign options for India, which helps regulated firms align with the DPDP Act and sector rules. Access, redaction, and the audit trail are all designed around keeping regulated data inside your boundary.

Most teams have their first live agent in 4 to 8 weeks, delivered in four phases: Discover, Design, Deploy, then Iterate. We start with a single high-value workflow, prove it inside your controls, and expand function by function from there, so value lands early rather than after a multi-quarter rollout.

ajuni is model-flexible: each agent can run on the model that fits its task, whether GPT-5, Claude Opus 4.7, Gemini 2.5, Llama 3, or India-native Sarvam. It works across 11 Indian and 8 international languages, and connects natively to 100+ enterprise systems, including SAP, Salesforce, Tally, Finacle, GST, and ABDM, with no middleware required.

Share your details in the form on this page and our team will walk you through the pre-built agents, how ajuni deploys inside your environment, and how governance and audit work for your sector, then set up a demo. Most customers see their first live agent in 4 to 8 weeks, and we respond within 24 hours.

Data, Privacy & Sovereignty

For a regulated firm, where the data lives is the whole question. ajuni is designed so it stays yours, built on a cloud-native architecture you control.

Data stays in your environment
Stays in Your Environment

ajuni is designed so your data stays in your environment and does not leave your boundary.

No training on your data
No Training on Your Data

Webority does not train models on your customer data, so your information is used to serve you, not to build someone else's model.

Data residency control
Data-Residency Control

Choose where deployment runs, with sovereign options for India, so residency follows your regulatory needs.

DPDP aligned
DPDP-Aligned

Residency control, redaction, and the audit trail are designed to help regulated firms align with the DPDP Act and sector rules.

Explore Related Services & Products

ajuni is part of Webority's wider engineering and product suite. Explore the services and products most relevant to your AI and compliance roadmap.

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