Data & AI Engineering Company

40+

Pipelines in production

2.1B

Rows processed daily

30+

AI agents running live

99.7%

Pipeline uptime SLA

Why this order matters

An AI agent is only as good as the data feeding it.

Most teams skip straight to the agent. Then it hallucinates, because the data underneath is stale, duplicated, or nobody trusts it. We build the path in the order it has to be built. Foundation first. Agent last.

RAW DATA

Ingest

Pull from every source: apps, APIs, files, legacy databases. Without losing a row.

ENGINEERED

Pipeline

Clean, tested, scheduled. The part nobody sees and everything depends on.

MODELED

Warehouse

One source of truth your team can query. Powers analytics, reporting, and AI with trusted data.

RUNNING

Agents

AI that acts on clean, trusted data. Automates work and delivers answers that hold up in production.

Work that speaks for itself

Three builds, one through-line.

A pure-data rebuild, an agent shipped into production, and one project that ran the whole arc end to end. Every metric says how we got there.

Data Engineering

Turned a failing nightly pipeline into a 90 minute job

A fintech analytics platform rebuilt its data pipeline without downtime. Incremental processing and a redesigned workflow cut costs, reduced alerts, and delivered fresh data before the workday.

↓4× faster pipeline, 60% lower warehouse cost, and ~1 off-hours page per month

Data Engineering

When every team has a different answer

An omnichannel retailer struggled with disconnected data across twelve systems. We unified every source into a centralized analytics platform with automated pipelines and consistent metrics.

↓85% less reporting time, 5× faster dashboards, and one source of truth

Data Quality

The dashboard said revenue dropped 40%

A growing SaaS company couldn’t trust its analytics because broken pipelines and missing records kept slipping through. We added data quality checks and observability across the entire pipeline.

↓90% fewer bad data incidents and issue detection in under 15 minutes

Customer Data Platform

Eleven systems. Zero agreement.

Customer information lived across eleven different systems. We built a unified customer platform that gave every team one consistent view of accounts, revenue, and engagement.

↓11 systems unified into one platform with 95% less manual reconciliation

Six reasons, all verifiable

Not adjectives. Numbers you can check.

99.7%

Pipeline uptime across production jobs. Measured, not promised.

Week 3

First trustworthy dashboard ships in three weeks, not three quarters.

38%

Average warehouse cost cut on the last five optimisation engagements.

Real-time

Agents query live feeds, not nightly exports. So the answers stay current.

Zero lock-in

We build on your cloud and your warehouse. You own the stack when we leave.

30+

Agents running live in client production today. Not in a sandbox.

Data engineering & AI agent development

Two halves of one stack.

The data engineering on the left is what makes the AI on the right reliable. Most agencies do one. We do the path between them.

Data Engineering

Data Pipeline Development

Ingestion, transformation, and scheduling. Built so the on-call engineer can actually read it.

Data Warehouse & Lakehouse

Data warehouse services on Snowflake, BigQuery, and Databricks. One source of truth, modeled properly.

ETL / ELT

dbt-first transformations with tests, so bad data gets caught before it reaches a dashboard.

Real-Time Streaming

Kafka and Kinesis, for the cases where a nightly batch is too slow.

Data Migration

Legacy to cloud, reconciled row by row. No silent data loss.

AI Engineering

AI Agent Development

Agents that act on your data and ship into real production, not demos.

RAG & Knowledge Systems

Retrieval grounded in your warehouse, so answers point back to something real.

MLOps & Model Infrastructure

The deployment, monitoring, and retraining that keep a model working after launch.

Model Integration

Claude, GPT, or open models, wired into your stack and your data.

AI Readiness Audit

Before the agent: is your data ready for one? We give you a straight answer.

the left side is what makes the right side work

The payoff

30+ AI agents. Running live. Right now.

They run because the data underneath them is clean. Most teams hire an AI agent development company and skip that part. We build the pipeline before the agent.

Handles 80% of queries automatically

Customer Support Agent

24/7 support on WhatsApp, website chat, and email. Your AI handles the routine — humans get the complex 20%.

Explore Agent

Responds to leads in under 2 minutes

Lead Qualification Agent

New leads get a response before your competitor does. AI qualifies, scores, and books calls automatically.

Explore Agent

Processes invoices in 5 seconds

Document Processing Agent

Invoices, contracts, receipts — extracted and pushed into your CRM or spreadsheet without human input.

Explore Agent

Eliminates 20+ hrs/week of manual work

Workflow Automation Agent

Multi-step business processes on autopilot. Reporting, data entry, CRM updates, email sequences.

Explore Agent

One client cut dev time by 50%

AI Coding Accelerator

Custom AI skills baked into your dev workflow. Ship features faster without growing the team.

Explore Agent

Your brand. Your margin.

White-Label for Agencies

Your clients want AI. You can't build it. We can. You brand it, you bill it, you keep the margin.

Explore Agent

Deep domain expertise

We've moved data in these worlds.

Pipeline patterns differ by industry. The compliance rules, the data shapes, the latency people will tolerate. We have shipped in each of these.

HealthcareFintechRetail & E-CommerceLogisticsSaaSManufacturing

Explore our Expertise

Full-Stack Software Engineering

From MVP to enterprise scale — we cover every layer of the modern technology stack.

Mobile App Development

iOS, Android, React Native — apps that users actually want to open.

iOSAndroidReact Native

Web & SaaS Development

Scalable web apps and SaaS platforms built for growth from day one.

ReactNode.jsAWS

Cloud & DevOps

AWS architecture, CI/CD pipelines, Kubernetes — reliability at scale.

AWSKubernetesDevOps

Staff Augmentation

Extend your team with pre-vetted developers — on your timezone.

Dedicated TeamFlexible

Industries We Serve

Deep Domain Expertise

Not generalists. We have case studies, clients, and production code in each of these verticals.

+9 more industries we have shipped in|Tell us your industry →

5★ on Clutch · Verified Client Reviews

What Clutch Reviewers Say

clutch.co

5.0

★★★★★

Based on 22 verified reviews

Top Development Company 2026

Global Award Winner 2024 & 2025

Top 10 Agency — SelectedFirms

COO

Eccocar, Spain

★★★★★

“They were always attentive to adapt to the new development processes of our company. Great technical skills and exceptional communication throughout the engagement.”

Founder & CEO

Acenonyx

★★★★★

“It was a pleasure working with the team at Brilworks Software. They are incredibly professional, delivered on time, and were very proactive in their communication.”

CEO

Rastrack

★★★★★

“I don't think there's anything they can improve on — everything works well for us. They feel like an extension of our internal team, not a vendor.”

Executive

Service Buddy

★★★★★

“Clients really like the new website. The team was transparent, responsive, and delivered exactly what was scoped — no surprises, no scope creep.”

Recognition

We're Pleased to Share Some of the Honors

Top Software Companies

GoodFirms · 2025–26

Global Award Spring

Clutch · 2025

Global Award Fall

Clutch · 2024

Top 10 Agency 2026

SelectedFirms

Adalo Expert

No-Code Certified

AWS Partner

Advanced Tier

Free Resource

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Downloaded by 120+ CTOs from startups and enterprises

The exact framework Brilworks uses to take clients from idea to working prototype in one week. No fluff — just the process, the tools, and the decisions that matter.

Download Free →

How To Launch an AI MVP in 48 Hours

brilworks.com · Free Guide

Engineering Insights