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Cybersecurity · head to head

Jumio vs Pieces for Developers

Jumio logo

Jumio

Cybersecurity

Document-based identity verification for regulated onboarding

From
On request
Free plan
No
Full reviewWebsite
Pieces for Developers logo

Pieces for Developers

Developer Tools

AI-powered memory layer that captures and organizes developer work

From
Free
Free plan
Yes
Full reviewWebsite

The short version

  • Only Pieces for Developers has a free tier, so it costs nothing to try first.
  • Each has a real cost: Jumio no pricing is published at any tier, so a buyer cannot size the cost without entering a sales process, and benchmarking requires a competitive bid from a vendor that does publish.; Pieces for Developers requires installing and running a background desktop app rather than being purely cloud-based.
  • They diverge on capability: Jumio covers Document verification, Pieces for Developers covers Activity Timeline.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which Jumio and Pieces for Developers actually diverge.

Attributes where Jumio and Pieces for Developers differ
AttributeJumioPieces for Developers
Starting priceOn requestFree
Pricing modelquotefreemium
Free tierNoYes
PlatformsWeb, iOS, Androidwindows, mac, linux
CategoryCybersecurityDeveloper Tools
FoundedUnknown2018

Identical on both: user rating (Not yet rated).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Jumio

  • Document verification
  • Liveness detection
  • AML screening
  • Identity orchestration
  • Risk signals
  • Data residency options
  • Case review console

Only in Pieces for Developers

  • Activity Timeline
  • Conversational Search
  • Artifact Generation
  • Cross-tool Integration
  • MCP Server
  • On-device Storage

What people use each for

The jobs each tool is most often brought in to do.

Jumio

  • A bank that needs iBeta certified liveness evidence to satisfy an internal control requirementnot Pieces for Developers
  • A gambling operator required to verify age and identity across multiple regulated European marketsnot Pieces for Developers
  • An organisation with an EU data residency mandate that cannot send biometric data to US processingnot Pieces for Developers
  • A marketplace needing one vendor contract covering document checks, screening and ongoing monitoring rather than threenot Pieces for Developers

Pieces for Developers

  • Recalling code snippets and context from earlier work sessionsnot Jumio
  • Generating standup updates automatically from captured activitynot Jumio
  • Feeding long-term memory into AI coding assistants via MCPnot Jumio
  • Searching past research and meeting notes conversationallynot Jumio

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Jumio

  • No pricing is published at any tier, so a buyer cannot size the cost without entering a sales process, and benchmarking requires a competitive bid from a vendor that does publish.
  • Contracts are structured on annual committed volume, meaning a business whose growth stalls pays for verifications it never consumed and there is usually no rollover.
  • AML screening is licensed separately from identity verification, so the quote that wins on document price can be materially more expensive once screening and monitoring are added.
  • Pass rates degrade for lower quality documents and older smartphones, and the resulting manual review queue is a staffing cost that does not appear in the vendor quote.
  • As an established vendor with a large enterprise base, product changes move at enterprise pace, and buyers wanting rapid iteration on new fraud vectors often find newer entrants ship faster.

Pieces for Developers

  • Requires installing and running a background desktop app rather than being purely cloud-based.
  • Free tier trial of Pro features requires a credit card and reverts after 7 days.
  • Local-first storage means memory is not automatically synced across multiple machines without Enterprise controls.
  • Effectiveness depends on the breadth of integrations enabled, which adds setup overhead.

Pricing, plan by plan

Jumio

On request
  • Jumio Platform$undefined/year
    • Priced per verification with annual volume commitment
    • Overage rates apply above committed volume
    • AML screening priced separately from document checks

Pieces for Developers

Free
  • FreeFree
    • Basic capture and search
    • 7-day trial of Pro features
  • Pro$18.99/month
    • Long-term on-device memory
    • Cross-app capture
    • Single-click summaries and recaps
  • Enterprise$22.99/month
    • All Pro features
    • Organization-wide capture and feature controls
    • Approved AI providers and custom API keys

Which should you pick?

Choose Jumio if

  • You need document verification.
  • You work on Web, iOS, Android.
  • You also want liveness detection.
Jumio review

Choose Pieces for Developers if

  • You need activity timeline.
  • You want to start without paying.
  • You work on windows, mac, linux.
  • You also want conversational search.
Pieces for Developers review

Questions people ask

Is Jumio or Pieces for Developers better?
Neither clearly leads. Jumio starts at On request and Pieces for Developers at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Jumio or Pieces for Developers?
Pieces for Developers has a free tier; the other does not. Paid plans start at On request for Jumio and Free for Pieces for Developers.
Does Jumio or Pieces for Developers run on more platforms?
Jumio runs on Web, iOS, Android. Pieces for Developers runs on windows, mac, linux.
Can I use Pieces for Developers for free?
Yes. Pieces for Developers has a free tier, so you can try it without paying. Jumio starts at On request.
What is Jumio best used for?
Jumio is most often used for a bank that needs ibeta certified liveness evidence to satisfy an internal control requirement, a gambling operator required to verify age and identity across multiple regulated european markets, an organisation with an eu data residency mandate that cannot send biometric data to us processing, a marketplace needing one vendor contract covering document checks, screening and ongoing monitoring rather than three. Of those, a bank that needs ibeta certified liveness evidence to satisfy an internal control requirement and a gambling operator required to verify age and identity across multiple regulated european markets are not what Pieces for Developers is typically brought in for.
What can Jumio do that Pieces for Developers cannot?
Jumio covers Document verification, Liveness detection, AML screening, Identity orchestration. Pieces for Developers covers Activity Timeline, Conversational Search, Artifact Generation, Cross-tool Integration.

Answered from the vendors’ own pages

Jumio: Does Jumio publish prices?

No. Everything is quoted, normally as a per-verification rate against an annual committed volume with overage pricing above it.

Pieces for Developers: Does Pieces store my data in the cloud?

Pieces stores captured data on-device by default, giving users granular controls to pause, disable or delete captures rather than relying solely on cloud storage.

Source
Jumio: Is biometric data processed in the EU?

Regional processing including EU data residency is offered. Confirm the specific region and retention period in the contract rather than assuming it.

Pieces for Developers: Is there a free plan for Pieces?

Pieces does not offer a permanently free plan; new users instead get a 7-day free trial on any plan, which requires a credit card to start.

Source
Jumio: Is AML screening included?

Not by default. Screening and ongoing monitoring are priced separately from document verification.

Pieces for Developers: What does the Pro plan cost?

Pro is $18.99 per month billed monthly, with roughly a 25% discount available when billed yearly.

Source
Pieces for Developers: What does the Enterprise plan add?

Enterprise costs $22.99 per month (or $69.99 per quarter) and adds organization-wide admin controls, approved AI providers, and governance over captured data.

Source
Pieces for Developers: Can I cancel my Pieces subscription?

Yes, users can upgrade, downgrade, or cancel anytime from account settings, and all plans include a 14-day money-back guarantee.

Source
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