We Make AI Frictionless

 We build AI that survives contact with production, not another pilot that stalls at the demo. Trusted across financial services, healthcare, manufacturing and technology. 
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absa
netcare
exxaro
woolworths
femmflo
sanlam
onlelinkage
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Three AI problems we solve

 Most AI work stalls for the same handful of reasons, whichever industry it's in. A model gets built but never earns enough trust to run unsupervised. A pilot proves the concept and then sits there, disconnected from the workflow it was meant to change. The team that built it moves on, and nobody's left who can run it. Friction like this is why so much AI investment never turns into AI in production, and it's the specific thing Melio is built to remove. 
Models stall
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MLOps

Models stall before they reach production

 We build the ML platform engineering — pipelines, governance, deployment discipline — that gets models out of notebooks and into production, and keeps them there. 
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Agent-Ops

Agents multiply, governance doesn't

 We design agentic systems with the guardrails, monitoring, and lifecycle management to scale past one demo without turning into ten unmanaged one-offs. 
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Document-Ops

Manual, document-heavy processes can't scale

 We turn unstructured documents — statements, contracts, claims — into structured, auditable data your systems can act on directly. 
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Where Enterprise Depth Meets Ready-to-Deploy AI

Melio works two ways, and they reinforce each other. Our consulting team goes deep on the hard custom problems, where AI needs to be genuinely integrated into how a business runs. Highwind takes what that work teaches us and turns it into ready-to-deploy AI services, so smaller teams get the same production-grade capability without the multi-month build.
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Our Service

Every engagement is staffed directly by Melio's own consultants and engineers. No subcontractors, no vendor you've never met.
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Our Platform

Highwind turns proven enterprise builds into ready-to-deploy AI services, including RubriQ and Kaida.
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Our Products

Focused AI tools built from what our enterprise work has already proven out, ready for teams to put to work directly.
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First in Sub-Saharan Africa to achieve AWS AI Competency
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AWS AI Practitioner
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Solution Architect
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Solutions architects
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DevOps Engineer
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Security
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Data Engineer
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Developer
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Cloud Practitioner

What We've Built

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RubrIQ

 AI grading with an educator approving every result. Turns essay and open-ended marking from days into hours, without losing the human accountable for the final score. 
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Kaidex

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Agents

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Results From Our Clients' Deployments

Healthcare

A women's health AI agent, live in 12 weeks

 A chat-based agent trained on hormone and mental-health data connects in-lab test results to personalised, real-time guidance for FemmFlo's users. 
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12 weeks
from kickoff to live users
Professional Services

Freeing up an audit team from document chasing

 An AI audit assistant auto-validates trial balances and payroll reports, with human-in-the-loop approval and a secure client portal replacing email chases. 
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20%
All day
Professional

Faster document processing for financial and professional services

An AI-powered document engine now auto-detects, validates and extracts data from complex submissions, from financial statements to trial balances, live in two days.
70%
reduction in manual document processing time
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Proof, Not Promises

8+
 AI agent projects deployed into production 
6+
 years of enterprise AI delivery 
20%
 average time saved from manual tasks across client deployments 
100%
 schools graded through RubrIQ at the IEB TechWays National AI Hackathon 

What Our Clients Say

Trusted by enterprises across financial services, healthcare and technology
“
 We went from three broad segments to 46 tailored ones in a single campaign. The team finally has time to think about strategy instead of manual production. 
LOGO
Head of Customer Engagement
Head of Customer Engagement
Stanbic Uganda
“
 We went from three broad segments to 46 tailored ones in a single campaign. The team finally has time to think about strategy instead of manual production. 
LOGO
Head of Customer Engagement
Head of Customer Engagement
Stanbic Uganda
“
 We went from three broad segments to 46 tailored ones in a single campaign. The team finally has time to think about strategy instead of manual production. 
LOGO
Head of Customer Engagement
Head of Customer Engagement
Stanbic Uganda
“
 We went from three broad segments to 46 tailored ones in a single campaign. The team finally has time to think about strategy instead of manual production. 
LOGO
Head of Customer Engagement
Head of Customer Engagement
Stanbic Uganda
“
 We went from three broad segments to 46 tailored ones in a single campaign. The team finally has time to think about strategy instead of manual production. 
LOGO
Head of Customer Engagement
Head of Customer Engagement
Stanbic Uganda
“
 We went from three broad segments to 46 tailored ones in a single campaign. The team finally has time to think about strategy instead of manual production. 
LOGO
Head of Customer Engagement
Head of Customer Engagement
Stanbic Uganda

From Our Team

Our latest articles, events and press coverage.

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Ready to move from
AI ambition to AI in use?

What you can expect from a first conversation:

  • We'll talk through your specific problem, not a generic AI pitch
  • We'll point you to the service model that actually fits, whether that's a full build, a licensed product, or a two-hour workshop
  • We'll be straight with you if AI isn't the right answer yet
  • We'll respond within one business day