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Activate your investment data edge

Unify, contextualize andactivateyour investment intelligence

Transform fragmented investment, client, and risk data into actionable, AI-ready products—enabling faster, smarter decisions across equities, fixed income, and tax-saving solutions.

With SCIKIQ, asset managers can contextualize and monetize data across portfolios, clients, compliance, and operations—accelerating growth, protecting margin, and sharpening your competitive edge in a rapidly digitizing market.

01
Enterprise 360What is happening?
02
Knowledge GraphWhy is it happening?
03
AI CopilotTell me, in plain language
04
Agent FactoryDon't just tell me—fix it
What we know

Invest in Equity, Fixed Income, Tax Saving... — the intelligence behind this page

Captured from 23 sources across strategy, leadership, lines of business, competition, geographies, capabilities and recent signals — and used to ground everything below.

Who they are

A leading Indian asset and wealth manager offering investment solutions across equities, fixed income, hybrid, and tax-saving products, serving retail and institutional clients.

Strategic priorities

  • Protect and grow AUM amid regulatory and market shifts
  • Accelerate digital and AI-driven transformation
  • Enhance compliance and KYC processes
  • Drive product innovation in tax-saving and hybrid funds
  • Improve client retention and operational efficiency

Lines of business

  • Equity Funds
  • Fixed Income Funds
  • Hybrid Funds
  • Tax-Saving Products (ELSS, FDs)
  • Client Onboarding & KYC
  • Compliance & Risk

Geographies

  • India (primary)
  • NRI/Global Indian clients

Competition

  • NSE Mutual Funds
  • ICICI Direct
  • Invesco Asset Management
  • Tata Group Asset Management

Leadership

  • Mukesh Ambani - Board/Investor (reference to RIL)
  • Nirmala Sitharaman - Finance Minister (policy impact)
  • SEBI - Regulator
  • Head of Operations - KYC/Client Onboarding
  • Head of Product Strategy

Capabilities

  • Digital onboarding and KYC
  • Multi-asset investment products
  • Regulatory compliance management
  • AI-driven analytics
  • Campaign and client engagement automation

Recent signals

  • Tax regime changes impacting ELSS flows
  • KYC backlog and compliance breaches
  • Rising inflows into hybrid and fixed income funds
  • Digital transformation in client onboarding
  • Increased regulatory scrutiny on asset managers
The shift

Four questions every operator asks — answered by one architecture

The maturity curve runs from visibility, to explanation, to natural-language reasoning, to action — and each step depends on the one before it.

01
Layer 1 · Enterprise 360
What is happening?

Consolidate siloed data from client onboarding, portfolio management, compliance, and transaction systems to deliver a real-time, unified view of AUM, inflows, outflows, and risk exposures.

Growth & Efficiency
02
Layer 2 · Knowledge Graph
Why is it happening?

Model relationships between clients, portfolios, products, transactions, and regulatory events to pinpoint drivers of churn, compliance breaches, or margin compression.

Risk & Compliance
03
Layer 3 · AI Copilot
Tell me, in plain language

Empower teams with an LLM-powered copilot that answers queries like 'Why did redemptions spike in ELSS funds last quarter?'—grounded in your actual data and context.

Competitive Edge
04
Layer 4 · Agent Factory
Don't just tell me—fix it

Deploy autonomous agents to proactively address compliance gaps, optimize asset allocation, or accelerate KYC remediation—closing the loop from insight to action.

Profitability & Compliance
The architecture

From data visibility to autonomous execution

Built bottom-up, because trust compounds upward: agents are only as safe as the copilot's grounding, the copilot only as reliable as the graph, the graph only as complete as the 360° model beneath it.

01

Enterprise 360

What is happening?

Break down data silos across investment, client, and regulatory systems for a single source of truth.

Real-time AUM and inflow/outflow tracking Portfolio and product performance unification Client and compliance event integration
02

Knowledge Graph

Why is it happening?

Model relationships and dependencies across investors, portfolios, transactions, and compliance events.

Root-cause analysis for churn or compliance breaches Relationship mapping (client, advisor, product) Event-driven insights
03

AI Copilot

Tell me, in plain language

Conversationally explore investment, risk, and client data—grounded in your real context.

Natural-language Q&A over unified data Explainable, auditable answers Scenario and what-if analysis
04

Agent Factory

Don't just tell me—fix it

Autonomous agents to execute remediation, optimization, and compliance actions directly in your source systems.

Automated compliance remediation Proactive cash and margin optimization Data quality and reconciliation bots
Layer 1 · Enterprise 360 — the build

How we unify Invest in Equity, Fixed Income, Tax Saving...'s data into one business 360

Data remains in your existing systems—SCIKIQ integrates business concepts across investment, client, and compliance domains, not just technical feeds.

Your systems today — siloed
Fund Admin SystemCRM / KYC PortalPortfolio ManagementIncome Tax PortalCampaign ManagementBankingSEBI/Regulatory ReportingKYC Vendor
ingest · no data movement

Connect

200+ pre-built connectors ingest data from Fund Admin, CRM, Portfolio Mgmt, and regulatory systems.

Contextualize

Enrich and tag data with business context—client risk, product type, compliance status.

Resolve & model

Entity resolution and modeling unify clients, portfolios, transactions, and compliance events.

Govern

Lineage, quality, and access controls ensure compliance and auditability across the data fabric.

resolve into business entities
Unified business 360s — entities, not systems
Customer 360
CRM / KYC Portal, Fund Admin, Portfolio Mgmt

Unified profile of each client—AUM, product holdings, compliance status, and engagement.

Product 360
Fund Admin, Portfolio Mgmt, Banking

End-to-end view of each product—flows, redemptions, risk, and performance.

Compliance 360
CRM / KYC Portal, SEBI, Fund Admin

All compliance events, KYC status, and regulatory breaches in one lens.

Portfolio 360
Portfolio Mgmt, Fund Admin

Holistic view of client and aggregate portfolios—allocation, risk, and returns.

Campaign 360
Campaign Management, CRM

Track all retention and acquisition campaigns, client targeting, and outcomes.

These 360s are linked in the Knowledge Graph (Layer 2), enabling root-cause analysis and AI-driven action.
Why us

Why SCIKIQ - not another data platform

vs. building it yourself

SCIKIQ delivers a unified, AI-ready data fabric in under 6 months, with 200+ pre-built connectors and 85% faster integration—avoiding the multi-year, high-risk investment of custom builds.

vs. point tools / BI dashboards

Goes beyond dashboards—contextualizes data into a knowledge graph and activates it with AI copilots and autonomous agents, closing the loop from insight to action.

vs. generic data fabric / lake

Purpose-built for asset management: models client, product, compliance, and campaign 360s, not just raw data—enabling business-first, regulatory-compliant activation.

vs. raw LLMs/chatbots

Answers are grounded in your real data, lineage, and context—no hallucinations, full auditability, and explainable AI for board and regulator confidence.

The outcome

One version of the truth, for the people who run the business

When the four layers are in place, leadership sees a single live view — every number traceable to its source, every alert to its root cause.

Investment & Operations Control Tower
Real-time KPIs across growth, margin, compliance, and risk
LIVE
Assets Under Management (AUM)
₹47,500 Cr
+2.1%
Net Inflows (QTD)
₹1,120 Cr
-8.3%
Redemption Rate (ELSS)
12.4%
+3.2%
Expense Ratio (Blended)
1.19%
-0.04%
KYC Remediation Backlog
1,540 cases
+17%
Regulatory Breaches (YTD)
2
0

Net Inflows Trend

Quarterly net inflows across all funds

Redemption Rate by Product

ELSS, Fixed Income, Hybrid, Equity
Root cause Spike in ELSS redemptions due to new tax regime changes and delayed KYC remediation. Deploy agent to prioritize KYC remediation for high-value ELSS clients and trigger targeted retention offers.
Layer 2 · Knowledge Graph

A living model of the business — explore it

Entities and their typed relationships as one connected, physics-driven graph. Drag nodes, scroll to zoom, click to inspect — or trace the live scenario from root cause to business outcome.

drag · scroll to zoom · click a node
Layer 3 · AI Copilot

The question is simple. The answer needs context.

Ask your business-critical investment, compliance, and client questions in plain language—grounded in your real data context. Language models supply the fluency; the graph supplies the truth.

SCIKIQ CopilotGrounded on the Invest in Equity, Fixed Income, Tax Saving... knowledge graph
● ONLINE
Hi 👋 I'm grounded on Invest in Equity, Fixed Income, Tax Saving...'s live operational graph — ask me anything. Try a suggestion below.
Try:
Layer 4 · Agent Factory

The last step is the hardest: from insight to action

Every agent draws on the same graph and semantic layer — then closes the loop with a real transaction in the source system.

KYC Remediation Accelerator
Prioritize and resolve high-value client KYC cases
KYC backlog exceeds 1,000 cases or critical clients at risk
ReadsCRM/KYC Portal (client status, AUM), Fund Admin (redemption activity), Portfolio Mgmt (client segmentation)
ActsAuto-prioritize and assign high-value KYC cases, trigger alert and workflow in CRM/KYC Portal
Reduces KYC backlog by 60% in 7 days, protecting ₹220 Cr AUM at risk
ELSS Retention Agent
Targeted retention offers for at-risk ELSS clients
Redemption rate in ELSS exceeds 10% in a quarter
ReadsFund Admin (redemption data), CRM (client profiles), Campaign Mgmt (offer templates)
ActsAuto-generate and send personalized retention offers to flagged clients via CRM
Reduces ELSS redemption rate by 2.1%, retaining ₹65 Cr AUM
Compliance Breach Sentinel
Proactive detection and remediation of regulatory risk
Pending KYC or redemption activity triggers SEBI compliance threshold
ReadsCRM/KYC Portal (compliance status), Fund Admin (transaction logs), SEBI reporting interface
ActsAuto-generate compliance report and initiate remediation workflow in CRM/KYC Portal
Reduces regulatory breaches by 95%, avoiding ₹14L in fines annually
Product Flow Optimizer
Shift client flows to alternative tax-saving products
Tax regime change reduces ELSS inflows
ReadsFund Admin (product flows), CRM (client preferences), Income Tax Portal (tax regime data)
ActsAuto-recommend and initiate product switch for eligible clients in CRM
Drives ₹38 Cr in new inflows to Tax-Saving FDs, offsetting ELSS outflows
Agent execution log
▸ Idle — press “Run agent” to watch an agent detect, reason and act.
The board question

Engineered for trust

“Can we trust it?” — answered by design, not by promise.

Lineage
Every answer and agent action is traceable to source systems and business context—auditable for regulators and internal controls.
Security & Access
Fine-grained access controls, role-based permissions, and full encryption protect sensitive client and transaction data.
Explainability
AI Copilot and agents provide transparent, explainable outputs—no black boxes, full context for every recommendation.
Data Quality & Governance
Automated data quality checks, lineage, and governance workflows ensure accuracy and compliance across the data fabric.
Regulatory Compliance
Built-in controls and audit trails support SEBI, Income Tax, and other regulatory requirements—minimizing breach risk.
Use cases

Where it pays off, across the business

Every leader sees themselves — each use case builds on a business 360 and the four pillars it needs: 1 Enterprise 360 · 2 Knowledge Graph · 3 AI Copilot · 4 Agent Factory.

Finance

Accelerate AUM growth and inflows

Unify client, product, and inflow data to identify at-risk segments and trigger targeted campaigns—driving new investments and protecting margin.

Finance 360
1234pillars
Compliance

Proactively manage KYC and regulatory risk

Surface and resolve compliance breaches before they escalate, with full lineage and agent-driven remediation.

Compliance 360
1234pillars
Product Strategy

Pivot product strategy in response to tax and market changes

Model scenario impacts of tax regime changes and reallocate flows to alternative products, maximizing retention and growth.

Product 360
1234pillars
Client Operations

Streamline onboarding and KYC at scale

Automate KYC remediation and onboarding, reducing cycle time and cost while improving client experience.

Customer 360
1234pillars
Marketing

Optimize retention and acquisition campaigns

Link campaign outcomes to real client and product data, enabling AI-driven targeting and measurement.

Campaign 360
1234pillars
The ambition

One context layer, every part of the business

Built once, the context layer becomes shared infrastructure — so each new AI initiative starts from enterprise context, not a blank integration backlog.

The SCIKIQ Data Activation Pyramid

From siloed data to autonomous investment intelligence

Agent FactoryAutonomous execution
AI CopilotConversational analytics
Knowledge GraphContextual relationships
Enterprise 360Unified data foundation
Across every part of the business
EquityFixed IncomeHybrid FundsTax-Saving ProductsClient OperationsCompliance & Risk
On top of the systems you already run
Fund Admin SystemCRM / KYC PortalPortfolio ManagementIncome Tax PortalCampaign ManagementBanking
The path forward

A 90-day proof of value

We would prove the context layer in three focused sprints — earning the right to scale with evidence, not slideware.

Phase 1 · 30 days

Connect & Unify

01

Rapidly connect source systems and build the first Customer/Product/Compliance 360s.

  • Ingest data from Fund Admin, CRM/KYC, Portfolio Mgmt, and Income Tax Portal
  • Model key entities and relationships in the Knowledge Graph
  • Deliver real-time dashboards for AUM, inflows, redemptions, KYC status
Phase 2 · 60 days

Contextualize & Activate

02

Layer business context and deploy the AI Copilot for semantic Q&A.

  • Enrich entities with risk, compliance, and product attributes
  • Launch AI Copilot for business users
  • Pilot root-cause and scenario analysis on redemption and compliance events
Phase 3 · 90 days

Automate & Monetize

03

Deploy autonomous agents to close the loop from insight to action.

  • Roll out KYC Remediation and Retention Agents
  • Automate compliance workflows and product flow optimization
  • Track business impact: AUM protected, breaches avoided, cost savings

The bottom line

One unified, AI-ready data foundation powering growth, margin, compliance, and operational agility—delivered in under 90 days.

Where to start

Unlock your investment data advantage in 90 days
1Book a 1:1 demo with SCIKIQ's asset management specialists
2Identify your highest-impact pain points (AUM, compliance, KYC, retention)
3Pilot the unified 360 and deploy your first AI Copilot and agent
SCIKIQ moves the needles that matter—growth, margin, compliance, and operational agility—by activating your investment data.