Advisory & Consulting Services

Data & AI – Advisory & Consulting Services

At Aptus Data Labs, our team of experts principally consisting of Data Engineers, Data Scientists, ML Engineers, AI Engineers, AI Architects and Infrastructure Specialists, collaborate with organizations to solve complex business problems.

We help our clients fast-track their Data & AI transformation and unlock tangible business value, quickly.

Key Barriers to AI Adoption

Based on our industry experience and insights from Industry Veterans, enterprises often face these three core challenges:
  • Absence of a clear Data & AI strategy
  • Lack of skilled resources to implement and scale up
  • Limited awareness of capabilities, particularly in emerging areas like Generative AI and Agentic AI
services

Value Management

We define Data Governance not as a checkbox activity, but as the foundation of Value Management in the age of Generative and Agentic AI. Our frameworks are AI-first, policy-driven, and business-aligned.

Key Governance Areas:

Data Cataloging

Automatically catalog assets across your data landscape for faster discovery and reuse.

Metadata Management

Track and enrich technical, business, and operational metadata to drive transparency.

Master Data Management (MDM)

Create golden records to drive consistent and accurate AI outcomes across systems.

Data Lineage & Traceability

Visualize and audit the way data flows and transforms through pipelines and AI models.

Data Ownership & Stewardship

Clearly defined responsibility and accountability across the data lifecycle.

Data Privacy & Compliance

Enforce security, encryption, masking, and anonymization policies aligned with GDPR, HIPAA, and local regulations.

AI-Driven Data Administration

Use automation and AI agents to manage quality, alerts, policy violations, and platform scalability.

Our Strategic Approach

Aptus Data Labs culture is data-driven (data & management), asset-centric (trademarked/ IP approach prioritized) and based on robust design – we’re agile too (deliver results in short cycles).
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We fervently believe in our people, the skills that we have acquired, our culture, our AI maturity and the competency based services that drive increased efficiency and business value for an organization.
Our consultants are here to bridge these gaps by delivering:
01
A comprehensive technology and AI adoption strategy
02
Proven methodologies to identify high-impact Data & AI use cases
03

Deployment of top-tier talent for design, implementation, and scaling

04
A tailored AI Accelerator Program for rapid MVP development
05
Expertise in AI Governance to ensure ethical, secure, and compliant AI practices
06
Delivery excellence embedded in our culture—we deliver, no matter the challenge

Focus on Next-Gen AI: Generative, Agentic, and Responsible AI

We go beyond traditional AI capabilities to enable next-gen AI transformation:

Generative AI

Design and deploy foundation model-based solutions for content generation, code synthesis, synthetic data, and document intelligence.

Agentic AI

Architect intelligent agents that act autonomously to optimize workflows, automate decision-making, and drive real-time insights.

AI Governance

Establish frameworks to manage AI lifecycle risks, model transparency, data privacy, compliance, and responsible AI operations.

Our Core Activities in Data & AI Transformation

01
Strategize with clients to identify strategic opportunities and challenges
02
Assess current data, analytics, and AI capabilities
03
Map AS-IS processes and define transformation pathways
04
Build a portfolio of Data, Generative & Agentic AI initiatives
05
Establish a modern data foundation with cloud-native data lakes and automated data pipelines
06
Implement scalable AI/ML platforms integrated with MLOps and automation frameworks
07
Integrate AI into business processes to enhance productivity and efficiency
08
Enable workforce transformation through capability development and change management
09
Architect Data and AI platforms, including ML/DL solution design
10
Select and evaluate tools, technologies, and GenAI accelerators
11
Rapidly develop prototypes and PoCs to validate use cases and support decision-making
12
Define the TO-BE architecture, with measurable ROI, scalability, and performance gains
13
Deliver end-to-end implementations of analytics and AI projects
14
Conduct training, enablement, and onboarding for enterprise-wide adoption
Case Studies

Featured Success Stories

Implemented a distributed data lake architecture and advanced analytics on the AWS cloud platform to reduce IT costs and improve productivity
Performance Analysis & Tool Selection: MapR DB vs. Mongo DB for Secure Data Mart Design

200% Improvement in Query Performance

Optimized Data Ingestion and ETL Design

Improved SLA for Bulk Requests

Efficient Tool Selection and Architecture Design

Implemented a distributed data lake architecture and advanced analytics on the AWS cloud platform to reduce IT costs and improve productivity
Automated Placeholder Document Creation for Digitization of Pharma Templates

95% Reduction in Manual Effort

90–95% Accuracy in Placeholder Text Replacement

Drastic Time Reduction

Significant Cost Savings

A Banking Big Data & Analytics Platform with 24x7 Support

100–300% improvement in query performance

USD 15M+ ROI in Phase 1 of implementation

10+ AI/ML use cases delivered across key functions

99.6% SLA achieved with 24x7 infrastructure support

Implemented a distributed data lake architecture and advanced analytics on the AWS cloud platform to reduce IT costs and improve productivity
Enterprise Data Lake and Analytics implementation for a large Pharmaceutical Company in India on AWS platform

30–40% Reduction in IT Costs

Accelerated Analytics with 3X Faster Reporting

AI/ML-Ready Infrastructure

Manual Work Reduction

Data, Process , Batch jobs and Work flow migration to Hadoop Platform

40% Reduction in IT Infrastructure Costs

60% Improvement in Data Processing Speeds

4X Scalability Boost

70% Reduction in Downtime

See More Success Stories

Our integrated offering

Data Foundation & Governance
Cloud Solutions & Services
Generative & Agentic AI

Looking to explore how Generative AI, Agentic AI, and Responsible AI can impact your business?

Connect with our experts for a 30-minute consultation and experience a live demo to get started.
Talk to an Expert

Reach out to our Consultants,
Data and AI Practioners

Upload your RFP/RFI/EoI
HQ - Novel Tech Park, #46/4, GB Palya, Near Kudlu Gate, Hosur Main Road, Bengaluru, India, Pin – 560068
info@aptusdatalabs.com
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