Senior engineering.

From architecture to production.

Production-grade data platforms and AI systems. On your cloud, your stack. No lock-in.

Explore Our Work

We design, build and operate modern data platforms — from cloud architecture and migration to applied AI and intelligent DataOps.

Discuss Your Platform

11

M+

Events

per day

+10M

years

Production

engineering

We turn fragmented data stacks into production platforms built for analytics, AI and intelligent operations.

Selected clients & collaborations

How We Help

001

From broken pipelines to production AI

We turn chaotic data streams into clean, governed data products.

How We Help

001

From broken pipelines to production AI

We turn chaotic data streams into clean, governed data products.

How We Help

001

From broken pipelines to production AI

We turn chaotic data streams into clean, governed data products.

STEP 01

INGESTION

STEP 02

BRONZE

STEP 03

SILVER

STEP 04

GOLD

Collect From
Every Source

Batch, streaming, APIs, CDC. Data lands as-is, no transformations applied.

Raw Integration

Storage in original format. Your immutable audit trail and single source of truth.

Validated and Cleaned

Schema-enforced and quality-checked. Enterprise-ready datasets for analytics.

Business-Ready

Data products optimized for dashboards, reporting, and downstream applications.

Services

002

From data foundation to intelligent operations.

We help teams build, modernize and operate production data platforms — and turn them into foundations for analytics and AI.

Services

002

From data foundation to intelligent operations.

We help teams build, modernize and operate production data platforms — and turn them into foundations for analytics and AI.

Services

002

From data foundation to intelligent operations.

We help teams build, modernize and operate production data platforms — and turn them into foundations for analytics and AI.

Core Services

001

Production-ready platforms built to stay flexible.

We architect, build, and operationalize data systems on any cloud, on-prem, or air-gapped. You own the stack. No proprietary layers, no lock-in.

We turn your data into clear decisions

01

Data Platform Engineering

Build a reliable foundation for analytics and AI. Cloud-native lakehouses, warehouses, pipelines, streaming, orchestration, data quality and governance.

Foundation

02

Modernization & Migration

Migration

03

Applied AI & Agentic Systems

Applied AI

04

AI DataOps & Reliability

Reliability

01

Data Platform Engineering

Build a reliable foundation for analytics and AI. Cloud-native lakehouses, warehouses, pipelines, streaming, orchestration, data quality and governance.

Foundation

Modernization & Migration

Migration

Applied AI & Agentic Systems

Applied AI

AI DataOps & Reliability

Reliability

How We Work

003

From first architecture review to production — one senior engineering team stays involved.

Start focused. Ship incrementally. Measure what works. Scale without rebuilding the foundation.

How We Work

003

From first architecture review to production — one senior engineering team stays involved.

Start focused. Ship incrementally. Measure what works. Scale without rebuilding the foundation.

How We Work

003

From first architecture review to production — one senior engineering team stays involved.

Start focused. Ship incrementally. Measure what works. Scale without rebuilding the foundation.

30-day monitoring

10.1

%

Saved reporting time

Platform
Reliability

Fewer failures, less firefighting

100%

75%

50%

25%

97%

Optimized

51%

Standard

Stack Flexibility

Change without lock-in

Evolution Score

91 /

100

Integration Partners

News & Achievements

30+ platforms delivered
30M+ events/day processed
10+ years experience
On-prem and cloud ready
Weeks to first delivery
AWS Partnership Announced
Works with your tools
47% Cost Reduction for Clients
3ms Average Response Time
89% Resource Optimization

News & Achievements

30+ platforms delivered
30M+ events/day processed
10+ years experience
On-prem and cloud ready
Weeks to first delivery
AWS Partnership Announced
Works with your tools
47% Cost Reduction for Clients
3ms Average Response Time
89% Resource Optimization

News & Achievements

30+ platforms delivered
30M+ events/day processed
10+ years experience
On-prem and cloud ready
Weeks to first delivery
AWS Partnership Announced
Works with your tools
47% Cost Reduction for Clients
3ms Average Response Time
89% Resource Optimization

Platform Process

04 · Operate & Improve

Improve reliability, performance, cost and automation after launch.

100%

ownership

You own what we build

01 · Discover

Map the current systems, bottlenecks, dependencies and business goals.

1

week

Discovery and scope

Book a Call

Book a call to see this process in action.

04 · Operate & Improve

Improve reliability, performance, cost and automation after launch.

100%

ownership

You own what we build

01 · Discover

Map the current systems, bottlenecks, dependencies and business goals.

1

week

Discovery and scope

Book a Call

Book a call to see this process in action.

04 · Operate & Improve

Improve reliability, performance, cost and automation after launch.

100%

ownership

You own what we build

01 · Discover

Map the current systems, bottlenecks, dependencies and business goals.

1

week

Discovery and scope

Book a Call

Book a call to see this process in action.

Work

004

Selected work.

Production systems. Measurable outcomes.

Work

004

Selected work.

Production systems. Measurable outcomes.

Work

004

Selected work.

Production systems. Measurable outcomes.

RAG

Document intelligence

AI Document Intelligence

AI-assisted extraction, reasoning and knowledge retrieval across complex technical documentation.

01

B2B SaaS

RAG

Document intelligence

AI Document Intelligence

AI-assisted extraction, reasoning and knowledge retrieval across complex technical documentation.

01

B2B SaaS

RAG

Document intelligence

AI Document Intelligence

AI-assisted extraction, reasoning and knowledge retrieval across complex technical documentation.

01

B2B SaaS

GCP

Multi-tenant analytics

Multi-Tenant Analytics Platform

A production GCP analytics platform designed to make customer onboarding dramatically faster.

02

Applied AI

GCP

Multi-tenant analytics

Multi-Tenant Analytics Platform

A production GCP analytics platform designed to make customer onboarding dramatically faster.

02

Applied AI

GCP

Multi-tenant analytics

Multi-Tenant Analytics Platform

A production GCP analytics platform designed to make customer onboarding dramatically faster.

02

Applied AI

AWS

Enterprise-scale data

Enterprise Data Platform

Large-scale AWS data engineering for high-volume scientific and AI-ready workloads.

03

Enterprise

AWS

Enterprise-scale data

Enterprise Data Platform

Large-scale AWS data engineering for high-volume scientific and AI-ready workloads.

03

Enterprise

AWS

Enterprise-scale data

Enterprise Data Platform

Large-scale AWS data engineering for high-volume scientific and AI-ready workloads.

03

Enterprise

Questions & Answers

005

Short answers to the things buyers ask before they commit.

Security, ownership, timelines, lock-in. Here’s how we handle it.

Questions & Answers

005

Short answers to the things buyers ask before they commit.

Security, ownership, timelines, lock-in. Here’s how we handle it.

Questions & Answers

005

Short answers to the things buyers ask before they commit.

Security, ownership, timelines, lock-in. Here’s how we handle it.

How fast can you deliver something real?

Do you actually build or just advise?

Do we own what you build?

Will we be locked into a vendor or stack?

Can you work on-prem or air-gapped?

Is Platform secure?

What do you need from us to start?

What’s the safest first step?

You still have questions?

Every team’s needs are different. Let our experts show you how Platform can work for your specific requirements — let’s have a chat and find the right solution for you.

Let's have a chat

Meet the Founders

006

Get to know the team behind the work. You’ll work directly with us.

We keep it practical and fast: clear scope, real delivery, and full ownership for you.

Meet the Founders

006

Get to know the team behind the work. You’ll work directly with us.

We keep it practical and fast: clear scope, real delivery, and full ownership for you.

Meet the Founders

006

Get to know the team behind the work. You’ll work directly with us.

We keep it practical and fast: clear scope, real delivery, and full ownership for you.

Ahsan Bilal

Co-Founder

10+ years building data platforms across banking, telecom, and SaaS. Ahsan leads architecture and client delivery — translating business goals into production systems teams can actually run. Every engagement goes through him end-to-end.

Ahsan Bilal

Co-Founder

Ahsan Bilal

Co-Founder

Madiha Khalid

Co-Founder

Madiha has spent 10+ years building data platforms that run at scale, from big data research at the Barcelona Supercomputing Center to lakehouse and migration work for regulated enterprises. She leads every AgentixLake engagement personally.

Madiha Khalid

Co-Founder

Madiha Khalid

Co-Founder

Adaptive data platforms. Built for production.
Adaptive data platforms. Built for production.
Adaptive data platforms. Built for production.
Adaptive data platforms. Built for production.
Adaptive data platforms. Built for production.
Adaptive data platforms. Built for production.
Adaptive data platforms. Built for production.

From data chaos to decision-ready systems.
From data chaos to decision-ready systems.
From data chaos to decision-ready systems.
From data chaos to decision-ready systems.
From data chaos to decision-ready systems.
From data chaos to decision-ready systems.
From data chaos to decision-ready systems.

No lock-in data platforms that ship.
No lock-in data platforms that ship.
No lock-in data platforms that ship.
No lock-in data platforms that ship.
No lock-in data platforms that ship.
No lock-in data platforms that ship.
No lock-in data platforms that ship.

What we offer

Architecture assessment and scope
Small pilot with clear deliverables
Production build and rollout
Handover and documentation
Ongoing support if needed

Digital

info@agentixlake.com

Production-grade data platforms and AI systems. On your cloud, your stack. No lock-in.

Production-grade data platforms and AI systems. On your cloud, your stack. No lock-in.

Production-grade data platforms and AI systems. On your cloud, your stack. No lock-in.

Explore Our Work

Explore Our Work

We turn fragmented data stacks into production platforms built for analytics, AI and intelligent operations.

How We Help

001

From broken pipelines to production AI

How We Help

001

From broken pipelines to production AI

How We Help

STEP 01

STEP 02

STEP 03

STEP 04

Collect FromEvery Source

Raw Integration

Validated and Cleaned

Business-Ready

Services

002

From data foundation to intelligent operations.

Services

002

From data foundation to intelligent operations.

Services

Production-ready platforms built to stay flexible.

01

02

03

04

01

How We Work

003

From first architecture review to production — one senior engineering team stays involved.

How We Work

003

From first architecture review to production — one senior engineering team stays involved.

How We Work

%

PlatformReliability

97%

51%

Stack Flexibility

91

/

100

04 · Operate & Improve

100%

01 · Discover

1

04 · Operate & Improve

100%

01 · Discover

1

04 · Operate & Improve

100%

01 · Discover

1

Work

004

Selected work.

Work

004

Selected work.

Work

RAG

Collect From
Every Source

Platform
Reliability