Data Engineering & Integration

Build a scalable, secure,
and AI-ready data ecosystem

Build a connected data foundation that eliminates silos, establishes
trust, and enables data-driven innovation, scalability, and AI-readiness.

featured AI CLIENTS

Do these data challenges sound familiar?

70%

of companies say managing data is their biggest barrier to scaling AI

$12.9M

is the average annual cost of poor data quality for organizations

81%

of IT leaders say data silos hinder digital transformation efforts

End-to-end data solutions built for scale

Data Engineering & Integration

Data ingestion & pipeline development

Build reliable data pipeline design and ETL/ELT frameworks that collect, process, and synchronize data across systems in real time. Our frameworks ensure seamless flow from multiple sources such as databases, APIs, SaaS tools, or streaming platforms.

Data Engineering & Integration

Data architecture & storage design

Create scalable cloud data warehouses and lakehouses optimized for speed, cost, and accessibility. We design architectures built on modern patterns including Delta Lake and lakehouse frameworks, tailored to your cloud environment such as AWS, Azure, or Google Cloud to ensure performance at scale.

Data Engineering & Integration

System & application integration

Connect CRMs, ERPs, legacy systems, and SaaS tools into unified data platforms that eliminate silos and enable end-to-end visibility. We use APIs, event-driven architectures, and modern middleware to ensure continuous data sync.

Data Engineering & Integration

Data modeling & transformation

Design scalable analytical models using proven architectures such as star, snowflake, and galaxy schemas. We clean, standardize, and structure your data so that business logic, technical layers, and reporting needs stay perfectly aligned, resulting in higher data quality, faster queries, and more reliable decision-making.

Data Engineering & Integration

Real-time data streaming & APIs

Build continuous, event-driven data pipelines that ingest, process, and deliver insights in real time. Using Kafka, Kinesis, or Pub/Sub, we enable streaming analytics, live dashboards, and operational monitoring without waiting for batch refreshes.

Data Engineering & Integration

Data governance & quality management

Implement data governance, observability, and metadata frameworks that ensure compliance, security, and trust. From lineage tracking and cataloging to validation and quality monitoring, we make sure your data remains reliable.

Data Engineering & Integration

Cloud migration & modernization

Move legacy databases and on-prem systems to the cloud with minimal disruption. We modernize your stack to support future analytics, automation, and AI workloads.

Data Engineering & Integration

Performance optimization & monitoring

Tune query performance, automate cost controls, and enable end-to-end observability so your pipelines run efficiently as data volume grows.

Future-proof your data strategy for the AI era.

Build a trusted data ecosystem that adapts, scales, and supports AI innovation.

How we deliver reliable data science outcomes

01

01 Assess & audit

We start by profiling existing data sources, APIs, and legacy databases to understand structure, flow, and dependencies. Our team maps out your current data ecosystem, identifies silos, and defines a maturity baseline for engineering and integration readiness.

Deliverables: Data audit | Quality assessment | Integration roadmap

02 Design & architecture

Next, we design a scalable architecture tailored to your goals, from modern data warehouses and lakes to hybrid setups that connect cloud and on-prem systems. Every blueprint ensures security, compliance, and future readiness for analytics and AI.

Deliverables: Data flow diagrams | Architecture blueprint | Governance and access model

03 Pipeline development & integration

We build automated ETL and ELT pipelines that move and prepare data between systems such as CRMs, ERPs, and SaaS platforms. These pipelines ensure that your data is always clean, consistent, and ready for reporting or AI initiatives.

Deliverables: ETL/ELT pipelines | Real-time data integrations | Centralized storage

04 Validation & optimization

We validate pipeline accuracy, run data quality checks, and benchmark performance across compute and storage layers. This step ensures that every transformation meets SLA, lineage, and compliance requirements before go-live.

Deliverables: Validation reports | Performance metrics | Optimization plan

05 Scale & monitor

Once your data ecosystem is live, we enable monitoring, alerting, and cost control to keep operations secure, efficient, and predictable as data volume grows.

Deliverables: Monitoring dashboards | Cost optimization plan | Continuous improvement roadmap

How we deliver reliable data science outcomes

step 1

Assess & audit

Deliverables: Data audit | Quality assessment | Integration roadmap

step 2

Design & architecture

Deliverables: Data flow diagrams | Architecture blueprint | Governance and access model

step 3

Pipeline development & integration

Deliverables: ETL/ELT pipelines | Real-time data integrations | Centralized storage

step 4

Validation & optimization

Deliverables: Validation reports | Performance metrics | Optimization plan

step 5

Scale & monitor

Once your data ecosystem is live, we enable monitoring, alerting, and cost control to keep operations secure, efficient, and predictable as data volume grows.

Deliverables: Monitoring dashboards | Cost optimization plan | Continuous improvement roadmap

Partner with tkxel to turn data
into growth and ROI

End-to-end data engineering & integration

Manage your entire data journey with one expert partner. From design to deployment, we deliver systems that keep your data connected, secure, and ready for growth.

Scalable & future-ready architecture

Build a data foundation that grows with your business. Our cloud-native designs support high performance, real-time insights, and seamless integration with analytics and AI tools.

Built-in governance & reliability

Ensure your data stays accurate and compliant. We follow ISO 27001 and GDPR standards with quality checks and access controls that keep your systems secure and trustworthy.

Accelerated delivery, proven ROI

Move from planning to performance quickly. Our data solutions unlock cost efficiency, faster insights, and long-term ROI by aligning every implementation with measurable goals.

Success stories in spotlight

60% reduced customer response times with an AI assistant

Hospitality & TravelArtificial Intelligence

View case study

WATCH TESTIMONIAL

Don Sgouridis

CIO, BBJ Latavola

Engineering the architecture behind intelligent content creation

SaaS & TechnologyArtificial Intelligence

View case study

"tkxel built an AI content platform that streamlined workflows, improved team alignment, and boosted productivity."

Head of Product

Embedding agentic AI in Slack to eliminate workflow bottlenecks

Media & EntertainmentArtificial Intelligence

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"tkxel built a Slack AI assistant that surfaces SOPs instantly and keeps our team productive."

Head of Operations

50% faster discovery with an AI-powered knowledge sharing agent

AgricultureArtificial Intelligence

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"I’m going over testing feedback about the chatbot; overall, testers found the product to be fantastic. We’re very happy with this."

Chris Head

Director of IT, CCOF

GreenGro cuts support time in half with AI knowledge agent

AgricultureArtificial Intelligence

View case study

"tkxel built an AI assistant that delivers accurate guidance fast and reduces manual work."

Director of Operations

Powering enterprise growth with 10x faster insights and scalability

SaaS & TechnologyArtificial Intelligence

View case study

"tkxel optimized our AI platform to scale faster, improve reliability, and control cloud costs."

VP of Engineering