A respectful comparison

An alternative to an offshore AI dev shop

When the work is regulated or board-visible, model-risk-grade governance and senior accountability matter more than the lowest day rate.

Offshore development shops can be highly cost-effective and are the right choice for plenty of low-risk work. Moweb is built for the cases where governance, auditability and senior accountability are non-negotiable, shipping an audit pack and EU AI Act, NIST, ISO 42001 and SR 11-7 governance with every fixed-fee engagement.

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Why teams look elsewhere

The reasons we hear most.

The build worked in a demo, but there was no governance, model documentation or audit trail to satisfy risk and compliance.

Accountability was thin once issues surfaced in production, and senior ownership was hard to pin down.

Staff turnover on the account meant context was repeatedly lost and quality drifted between sprints.

The work touches a regulated domain where regulators and auditors expect evidence the shop was not set up to produce.

Side by side

How the two approaches differ.

	offshore AI development shops	Moweb
Primary basis	Lowest-cost staffing, priced per developer	Senior accountability and governed delivery, priced as a fixed fee
Governance	Generally minimal, varies by shop	EU AI Act, NIST AI RMF, ISO 42001, SR 11-7 and SS1/23 built into delivery
Audit evidence	Typically none produced as standard	An audit pack shipped with every engagement, ready for risk and external review
Accountability	Project-manager-led, senior ownership often unclear	Partner-led, with a named senior team accountable end to end
Regulated suitability	Suited to low-risk, non-regulated work	Built for regulated and board-visible AI under model-risk scrutiny
Continuity	Rotating staff, context lost between sprints	Stable senior team from scoping through to handover
Time to production	Variable, dependent on staffing and oversight	8 to 16 weeks to a governed system in production

Choose Moweb if

Your AI sits in a regulated or board-visible domain where governance and auditability are mandatory.
You need a defensible audit trail and model documentation that will stand up to risk, compliance and external review.
You want senior, named accountability for the outcome rather than a rotating pool of contractors.
You would rather pay a fixed fee for a governed result than the lowest rate for an ungoverned one.

Stay with the incumbent if

The work is low-risk, non-regulated and unlikely to attract audit or model-risk scrutiny.
Cost is genuinely the only decision criterion and the deliverable is internal or experimental.
You already have strong in-house governance and only need extra hands for execution.
The scope is a short-lived prototype that will not progress to production in its current form.

Questions

Is Moweb simply more expensive than an offshore shop?

On day rate, often yes. On total cost of a regulated outcome, frequently not, once you account for rework, remediation and the governance evidence an offshore build usually lacks. For low-risk work with no compliance exposure, an offshore shop may well be the right and cheaper choice, and we will say so.

Can you remediate an AI system an offshore team has already built?

Yes. We review the existing build against the relevant framework, produce the missing model documentation and audit pack, and fix the gaps that would fail a risk or regulatory review. Where the build is sound, we keep it and add the governance layer around it.

Worth a 30-minute conversation?

Book a partner briefing

An alternative to an offshore AI dev shop

When the work is regulated or board-visible, model-risk-grade governance and senior accountability matter more than the lowest day rate.

How the two approaches differ.

	offshore AI development shops	Moweb
Primary basis	Lowest-cost staffing, priced per developer	Senior accountability and governed delivery, priced as a fixed fee
Governance	Generally minimal, varies by shop	EU AI Act, NIST AI RMF, ISO 42001, SR 11-7 and SS1/23 built into delivery
Audit evidence	Typically none produced as standard	An audit pack shipped with every engagement, ready for risk and external review
Accountability	Project-manager-led, senior ownership often unclear	Partner-led, with a named senior team accountable end to end
Regulated suitability	Suited to low-risk, non-regulated work	Built for regulated and board-visible AI under model-risk scrutiny
Continuity	Rotating staff, context lost between sprints	Stable senior team from scoping through to handover
Time to production	Variable, dependent on staffing and oversight	8 to 16 weeks to a governed system in production