INGEST
Stop stitching tools together. unites ingestion, modeling, governance, and analysis—cutting delivery from months to days.
85%
faster source onboarding
70%
lower build & run effort
>50%
fewer support tickets
The Fast Lane to Trusted
AI-Ready Data
AI-Ready Data by Design
Clean, consistent inputs — shared metrics, glossary, and lineage powering AI and analytics project.
One Platform, No Handoffs
From ingest to insight, everything happens in one place – no brittle integrations, no lost context.
Speed Without Sacrifice
Deploy data lakes/warehouses in days with built-in quality, lineage, and cost controls.
Analytics Without the Heavy Lifting
Explore and model without SQL — publish insights in clicks, not multi-week sprints.
Governance That Works for You
Security, PII controls, approvals, and audit trails – compliance without slowing down innovation.
Built for Iteration, Not Just Installation
Start small, adapt fast, and evolve your data products as needs and opportunities grow.
Keep Your Cloud. Add Velocity with .
A snap-on data layer over Snowflake, BigQuery, Redshift, Synapse (and Postgres, SQL Server, ClickHouse).
One unified layer over your investment. No lock-in. No re-training.
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Portable by Design
Mix or switch warehouses/clouds without retooling or retraining.
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Complement, Don't Replace
Keep your stack. adds speed, governance, and business access.
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Business Access, Safely
One interface the whole org can use — with guardrails.
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Migration De-Risked
Parallel run, toggle targets, no model rebuilds when you move.
MODEL
Once, Run Anywhere
DELIVERY
Governed & Business-Ready
The Multiplier on Your Native Stack
Keep your cloud investment intact. Add to ship 5–10× faster, with built-in governance and business self-service. It’s not a replacement—it’s an accelerator.
DIY Platform (Native)
- Flexible but fragmented — multiple tools to stitch & maintain
- Longer lead times; governance & cost control are DIY/partial
- Inconsistent metrics & lineage across teams and tools
xLytix
- One unified layer over your warehouse — no retooling
- Built-in glossary, lineage, quality, PII — governed by default
- Business self-service (DataDialogue) with guardrails — fewer handoffs
| Dimension | Native | xLytix |
|---|---|---|
| Time to first value | 8–16 weeks | 2–4 weeks |
| Tools to maintain | 4–6 | 1 unified (modular) |
| Governance & lineage | DIY / partial | Built-in (glossary, lineage, quality) |
| NLQ & auto-viz | No / 3rd-party | Native (DataDialogue) |
| Change cost | High (re-coding pipelines) | Low (model-driven compile) |
| Portability | Rebuild to switch engines | Model once, re-target (Snowflake/BigQuery/Redshift/Synapse) |
| Business access | BI only; backlog bottlenecks | Self-serve with guardrails |
The Value You Can’t Ignore
Lost Time = Lost Opportunity
Faster cycles mean faster launches, quicker pivots, and compounding ROI.
True Business Ownership
Analysts create and iterate themselves - accountability replaces finger-pointing.
AI-Ready by Default
Consistent metrics & lineage give AI trustworthy inputs and explainable outputs.
Guardrails, Not Gatekeeping
Self-serve within policy. Security, PII, and approvals built in.
Fewer Handoffs, Less Rework
One surface from ingest to insight reduces queues and miscommunication.
Portability Without Pain
Model once; re-target engines as needs or costs change - no rebuild.
ROI Calculator
Hours (Native → xLytix)
800 → 200
Hours Saved
600
Estimated Cost Saved
£45,000
Project Time Saved
≈ 4 weeks
Results vary by scope. Benchmarks based on typical enterprise projects.
Edge for Every Decison-Maker
CTO / CISO
Autonomy with Guardrails
Head of Data
Ship Faster, Focus on Strategy
Data Analysts
Ship Ideas, Not Tickets
Business Leaders
Answers Without the Waiting
Trust & Security
- Your cloud tenancy; data stays in‑region.
- SSO/SAML, RBAC, workspace isolation.
- Data masking, PII tagging, approvals.
- Lineage, audit trails, and version history.
- Backups, rollback, and cost guardrails.
- Bring‑your‑own warehouse (Redshift, Snowflake, BigQuery).
Ready to build a business‑ready data platform the fast way?
Book a tailored walkthrough of xLytix—see your sources, models, and governance in one place, with DataDialogue doing the talking.
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Our Achievement
Blogs
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