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Nythas Data Systems

Who we are

An engineering practice, not an agency

A small group of infrastructure engineers who rebuild data platforms that have outgrown their original design. No account managers, no bench, no handoff to a delivery team you have never met.

Practice at a glance

AUDIT, FIXED FEE, WRITTEN FINDINGS
2 weeks
THE FINDINGS DOCUMENT, CONTINUE OR NOT
Yours
ENGINEER DESIGNS, BUILDS AND HANDS OVER
One
REPLY TO A NEW ENQUIRY
1 day

How we think

Four commitments that shape every engagement, in the order they tend to matter.

Architecture before code

Every engagement starts with a written design doc and an explicit failure model. If we cannot describe how a system degrades, we are not ready to build it.

Correctness is not negotiable

Data products are trusted or they are worthless. We treat schema contracts, lineage, and reconciliation as first-class deliverables, not afterthoughts.

Measure, then optimise

No performance work without a baseline. We instrument first, find the actual bottleneck, and leave you the dashboards that prove the change landed.

Leave no black boxes

We hand over runbooks, architecture decision records, and a team that understands the system. Our success metric is that you no longer need us.

How an engagement runs

Four phases. Each ends in a deliverable you keep whether or not we continue.

  1. 01

    Audit

    Two weeks, fixed fee. We map your current stack, quantify the cost of the status quo, and deliver a written findings document. You own it whether or not we continue.

  2. 02

    Design

    A target architecture with explicit trade-offs, a migration path that keeps production running, and a cost model you can take to finance.

  3. 03

    Build

    Embedded engineers working in your repos, your CI, your on-call rotation. Shipped incrementally behind flags, never a big-bang cutover.

  4. 04

    Handover

    Documentation, runbooks, and paired on-call until your team is comfortable. We taper out deliberately rather than disappearing.

Tell us what's breaking.

You get a lead architect on the call, not a salesperson. If we are not the right fit we will say so and point you somewhere better.