Melow Agents

We agree what
success looks like.
Then we guarantee it.

Melow engineers work inside your
business, find the process with the most
value trapped in it, and build it as a multi-
step agent on your own data.

See it on your data

Webhook trigger
On new opportunity
Schedule
Weekly
Extract
Vendor invoices, 3,412 lines
Read blueprints
AI · site drawings, quantities extracted
Compare
Line by line against billed
Flag
41 mismatches, 24 auto-resolved
Post to Slack
#procurement · write via API

Our partners

One pipeline.
Seventy-two ways to build it.

Triggers, transformations, AI steps and approvals. Our engineers
assemble them into the workflow your business actually needs.

Triggers, transformations, AI steps and approvals. Our engineers
assemble them into the workflow your business actually needs.

Triggers

4 nodes

ManualEventWebhookScheduled

Data transformation

21 nodes

CleanDeduplicateMergeJoinValidateNormalize

AI processing

17 nodes

ExtractClassifyScoreDetect fraudSentimentTranslateSummarize

Data analysis

18 nodes

AnalyzeCorrelateDetectSegmentCohortBenchmark

Flow and approvals

7 nodes

BranchLoopDelayApproval requestRequest informationApproval outcome

AI workers

5 nodes

Run pipelineGenerate reportGenerate dashboardData mappingManage pipeline

Any model, or none.

Nodes run on OpenAI, Anthropic, Google, Meta or a model you already license. Your proprietary data is not sent to any of them.

OpenAI

Anthropic

Gemini

Meta

Your own

Our engineers come to you.
Live in weeks, not months.

Most automation projects fail because the vendor never
understands the workflow. Consultant-led modernisation
takes years and leaves you with a static output and no
automations. We put our engineers inside your business
instead, and guarantee measurable ROI in weeks.

Project start

~ a year later

CONSULTANT LED

Discover

Map

Migrate

Validate

Go live

With Melow

Live

Months of saved work

Find it

Week 1 · Melow forward-deployed engineer, your process owner

We sit with the teams doing the work and identify the process with the most value trapped in it. Usually it is the one everyone has stopped complaining about.

Agree it

Week 1 · Melow lead, your business sponsor

Before we build, we define what success looks like in numbers you already track. That definition is what we are held to.

Build it

Weeks 2-3 · Melow engineering, your data owner

Our engineers design the automations, connect them to your data, and test against real cases rather than a demo set.

Run it

Ongoing · Melow delivery, your team

The agent stays in production and we stay with it. When it works, we go and find the next one.

Built for enterprise.

Built by a team from Palantir, Trade Republic, Google, AWS and BlackRock, with partnerships with NVIDIA and Telefónica.

Your data stays yours, and we never train on it.

Deployed in your tenant, under your identities. Computed and auditable, reproducible for your regulators. You keep everything we build, with no lock-in.

27001

ISO

TYPE 2

SOC2

AI ACT

EU

GDPR

DORA

CCPA

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Backed by

Three workflows
nobody wanted to touch.

Data onboarding · financial services

Problem

Mapping each new partner's data into their platform took around two months of manual work.

What we built

An agent that reads the incoming schema, maps it against their model, and builds the data artifacts automatically into their systems.

Under 10 min

Data engineering that took two months.

Record matching · global bank

Problem

Internal and external datasets had to be reconciled by hand because the identifiers never matched cleanly, trapping $10bn in regulatory capital annually.

What we built

A multi-step pipeline that runs algorithmic matching first, then applies AI only to the records that survive it.

$100m

Projected capital efficiency. Matching now runs in minutes.

Billing validation · infrastructure

Problem

Invoices for price and quantity had to be checked against site blueprints, so most were never checked and mismatches went out the door.

What we built

An agent that reads the blueprints, extracts expected quantities, and compares them line by line against what was billed.

$7m

Recovered revenue, annually.

Built on your data, not around it.

Agents run on the Melow AI Brain, which structures your existing data estate before any automation touches it.

That is the step most automation projects skip, and it is why most of them stall at the pilot.

Reads everything connected

Documents, databases, warehouses, and the systems your teams actually work in.

Writes only through application APIs

Never directly into a database or a warehouse. Every change goes through the same interface a person would use.

Your choice of model, or no model at all

Agents run on OpenAI, Anthropic, Google or a model you already license. Your proprietary data is not sent to any of them. Many steps use no language model at all.

Execution transparency

Every step an agent takes is visible and attributable, so you can see exactly what ran and why.

Connects to the stack you already run.

Databases, apps and document stores, connected as they are.
No migration, no rebuild.

Bring us your
hardest problem.

Tell us the process everyone has given up on. We will tell you whether we can automate it and what success would look like.

See it on your data

Performance

Value estimated from workflows

Value delivered to date

€1.23M

4.5% than last month

4.5% than last month

Issues identified

346

1.3% than last month

1.3% than last month

Issues identified

346

1.3% than last month

Hours saved

1,860

23.2% than last month

23.2% than last month

Fragmented data, structured intelligence

27001

ISO

AI ACT

EU

GDPR

DORA

CCPA

TYPE 2

SOC2

© 2026 Melow AI. All rights reserved.

Careers

Trust Center

Privacy Policy

Fragmented data, structured intelligence

27001

ISO

AI ACT

EU

GDPR

DORA

CCPA

TYPE 2

SOC2

© 2026 Melow AI. All rights reserved.

Careers

Trust Center

Privacy Policy

Fragmented data, structured intelligence

27001

ISO

AI ACT

EU

GDPR

DORA

CCPA

TYPE 2

SOC2

© 2026 Melow AI. All rights reserved.

Careers

Trust Center

Privacy Policy