INSIGHT-FIRST EXECUTION
Start from discovered evidence in your data, then generate only the pipelines that answer the questions you care about.
Evidence-driven
INSIGHTS
BEFORE
PIPELINES
MazeByte explores your data, proposes business-relevant insights, and generates analytics-ready pipelines, without a data engineering team.
THE DATA ENGINEERING PROBLEM IN NUMBERS
0%
of data engineers at or over capacity
$0K+
average data engineer salary
0.0%
CAGR for SME ETL adoption
0%
use AI tools but still can't keep up
THE DATA ENGINEERING MAZE
Compare autonomous insight discovery against the approaches teams have relied on. No data engineering team required.
TRADITIONAL TEAM
Time to first insight
1–4 weeks
Engineering required
Specialist engineers needed
Pipeline design
Assumption-driven, manual
Handles messy data
Requires preprocessing
Cost anchor
$115K+ salary per engineer
Scales without hiring
Hiring required to scale
MANUAL ETL TOOLS
Time to first insight
3–8 weeks
Engineering required
Data engineers needed
Pipeline design
Configuration-heavy
Handles messy data
Transformations required
Cost anchor
Tool subscriptions add up
Scales without hiring
Scales with tooling only
MAZEBYTE
Time to first insight
Immediate
Engineering required
No engineering required
Pipeline design
Automated by MAZE
Handles messy data
Ingests and cleans raw files
Cost anchor
Pay only for insights used
Scales without hiring
Grows with your data load
No data engineering skills required. MAZE analyses your files autonomously and proposes relevant insights.
HOW MAZEBYTE WORKS
Autonomy executes. Humans decide. Upload to output in one structured flow with no configuration and no data engineering.
01
ADD YOUR FILES
Upload CSV or JSON files from your product data stack. Up to 3 files per exploration run.
02
MAZE ANALYSES
MAZE profiles schema, structure, relationships, and patterns across your data autonomously.
03
MBI PROPOSES
MBI surfaces business-relevant insights in plain language: retention, adoption, cohorts, conversion.
04
PIPELINE OUTPUT
Select the insights that matter. MazeByte generates and delivers analytics-ready CSV outputs.
The maze solves itself, one step at a time, from raw data to insight.
BUILT FOR PRODUCT TEAMS UNDER LOAD
Designed for cloud-native SaaS teams at 50–200 people who need answers without hiring or waiting.
REDUCE BACKLOG RISK
Give founders and product operators direct access to answers without waiting for engineering cycles or hiring specialists.
No bottlenecks
ANALYTICS-READY OUTPUTS
Generated CSV outputs are consistent, traceable, and immediately usable. Easy to validate, share, and act on.
Download ready
TENANT-ISOLATED BY DESIGN
Every exploration and pipeline is isolated to your organisation. Your data never crosses tenant boundaries.
Secure
PRODUCT ANALYTICS FOCUS
Purpose-built for retention, adoption, cohort, and conversion analyses: the questions product teams ask most.
Product teams
PLAIN-LANGUAGE RESULTS
MBI surfaces insights in plain business language. No SQL, no jargon, just the findings that inform decisions.
No SQL needed
WHERE MAZEBYTE DRIVES VALUE
Autonomous data platform that transforms unstructured data into meaningful insights across five key industries, eliminating data engineering bottlenecks.
Cloud-Native SaaS Scale-Ups
Cloud-Native SaaS
Fast-growing SaaS companies face data infrastructure backlogs that delay product iteration. MazeByte accelerates your decision velocity by turning your data into insights without expanding your data engineering team.
- Accelerate product iteration by eliminating 4-8 week data backlogs
- Product analytics at 18.7% CAGR growth segment
- Reduce 95% of data engineers at capacity bottlenecks
Replace data waiting periods with days to insight. Professional tier ($9.6K-24K ARPA) fits your budget constraints while cloud-native deployment matches your existing stack.
IMPACT
4-8 weeks
Data backlog duration
$115K+
Saved per year
50-200
Team size
Fintech & Digital Banking
Fintech & Banking
Financial services companies manage high-volume transactional data with strict regulatory requirements. MazeByte speeds up compliance with fully transparent, audit-ready pipelines.
- Reduce compliance pipeline development from 8-12 weeks to days
- Audit trails and data lineage for compliance validation
- Risk and fraud analytics for rapid detection
Autonomous transparency supports SOC2, PCI-DSS, and GDPR requirements. Professional tier ($15K-20K ARPA) to Enterprise tier ($40-80K ARPA) matches your regulatory investment needs.
IMPACT
$130K
Engineering salary in fintech
8-12 weeks
Compliance pipeline delay
70%
Cloud deployment rate
E-commerce & Retail Tech
E-commerce & Retail
Omnichannel retailers manage fragmented data across Shopify, Stripe, Klaviyo, logistics, and support systems. MazeByte consolidates these sources into unified insights that drive revenue decisions.
- Integrate 5-10 systems without manual schema mapping
- Optimise inventory and pricing based on real-time data
- Customer segmentation for targeted marketing campaigns
Speed-to-insight addresses competitive pressure. Starter tier ($2.4K-6K) to Professional ($9.6-24K) fits your budget constraints. Seasonal peak handling for Q4 and promotional periods.
IMPACT
6 hours
Weekly manual consolidation time
Q4
Seasonal data demand peak
$5M-100M
Revenue range
Healthtech & Digital Health
Healthtech & Health
Healthcare technology companies need clinical insights without IT dependency, while meeting strict HIPAA compliance requirements for patient data.
- Reduce patient data access cycles from 10-16 weeks to days
- Physician dashboards and care coordination metrics
- HIPAA-compliant infrastructure with audit logging
Autonomous workflow reduces clinical team dependency on IT. Operational analytics for readmissions and utilisation tracking show measurable patient outcome impacts.
IMPACT
10-16 weeks
Compliance validation delay
17.8%
Healthtech growth CAGR
HIPAA
Regulatory compliance
Data-Constrained SME Services
SME Services
Professional services firms and logistics companies with zero data engineering capacity rely on founders and office managers for operational analytics. MazeByte delivers true autonomy.
- Client RFPs with data-driven results
- Operational efficiency and utilisation tracking
- Revenue and project-based analytics
Starter tier ($2.4K-6K) accessible to SME budgets. No technical knowledge required. Word-of-mouth driven adoption with high reference-ability from founder communities.
IMPACT
0
Data engineers needed
14-30 days
Decision cycle
£1M-20M
Revenue range
WHAT OUR USERS SAY
Cloud-native founders and product teams accelerating decision velocity without expanding data engineering.
“MazeByte eliminated our 6-week data backlog. Founders can now access product insights immediately without waiting for engineering cycles.”
Sarah Chen
Founder, ScaleUp Analytics
SaaS Platform, £8M ARR
“The autonomous exploration is remarkable. It surfaced retention patterns we missed for months. Pipeline generation made validation instant.”
Marcus O'Neill
Product Lead, FinanceFlow
Fintech, £15M ARR
“We consolidated data from Shopify, Stripe, and Klaviyo without manual schema mapping. MazeByte transformed our Q4 planning entire approach.”
Priya Sharma
Head of Growth, CommerceHub
E-commerce, £25M revenue
FREQUENTLY ASKED QUESTIONS
Answers to the questions founders and product teams ask most.
PRICING THAT SCALES WITH YOUR DATA
A fixed monthly base plus a per-GB charge for data processed by MAZE. Core capabilities are in every tier. Tiers differ on per-GB rate, support level, SLA, and advanced ML insights.
STARTER
$249/month
$1.50/ GB processed
- All core platform capabilities
- Autonomous exploration and insight detection
- Pipeline generation and output download
- Up to 100 GB/month typical volume
- Community support and documentation
- Self-service onboarding
- Advanced ML insights
- SSO and audit logging
- Custom deployment
- MAZE Engine API access
Example: 50 GB processed = $249 base + $75 consumption = $324 total. No setup fees, no hidden charges. Cancel any time.
PROFESSIONAL
MOST POPULAR$699/month
$1.10/ GB processed
- All core platform capabilities
- Autonomous exploration and insight detection
- Pipeline generation and output download
- 100 GB – 1 TB/month typical volume
- Priority email and chat support
- Guided implementation onboarding
- 99.5% uptime SLA
- Advanced ML insights
- SSO and audit logging
- Custom deployment
- MAZE Engine API access
Example: 300 GB processed = $699 base + $330 consumption = $1,029 total. Includes advanced ML: predictive analytics, forecasting, and anomaly detection.
ENTERPRISE
CUSTOM
$0.80/ GB processed
- All core platform capabilities
- Autonomous exploration and insight detection
- Pipeline generation and output download
- 1 TB+/month typical volume
- Dedicated account manager
- Custom tailored onboarding plan
- 99.9% uptime SLA
- Advanced ML insights
- SSO and audit logging
- Custom deployment
- MAZE Engine API access
Volume discounts at 10 TB+/month. Custom agreements for regulated industries, data residency requirements, and multi-tenant deployments.
WHAT IS CHARGED
Data ingested, explored by MAZE, analysed for insights, and transformed for selected pipelines.
WHAT IS NOT CHARGED
Storage in your own systems. Exports to downstream tools. Re-running the same pipeline on already-processed data.
MARKET CONTEXT
ETL tools charge from $0.50/GB for basic data movement. MazeByte rates include autonomous intelligence: exploration, insight detection, and pipeline generation.
✓All plans include autonomous exploration, insight detection, pipeline generation, and output download. No setup fees. Cancel any time.
GET IN TOUCH
Tell us what you need to answer faster. We will walk through the full insight-first flow with your own use case. No generic demo.
30-minute session
Focused on your specific data questions and product analytics use case.
Bring your own data
We run a live exploration against your actual CSV or JSON files, not sample data.
No hard sell
You will leave with real output, insight proposals from MAZE, regardless of next steps.