My AI prototype works. Now what?

Most AI projects die between prototype and production — stuck on data pipelines, unreliable outputs, and scale.

Altiv Labs treats that gap as an engineering problem, and closes it.

Run your free AI Opportunity ScanTalk to an engineer

Two minutes. One URL. No sales call.

AI opportunities in your workflows — what your business could unlockCompetitive AI gap — what your competitors have already shippedYour Production Path — what it will actually take to ship it
ingestai agenthuman reviewerpdocumentssensorsorchestratorclassifierextractorvalidatorreviewai agenthuman agentemailwhatsappmessengerconciergesalesbillingafter-saleshuman agenttracecncsalbilafthumcrminvoicecontract

Trusted by teams across Brazil, Spain, the UK, Canada and Qatar

IBM
Cielo
Clear Channel
Ogilvy
Accent Systems
SenseWorks
Social Scavenger
CESCO — Consolidated Engineering Systems Co.

FROM PROTOTYPE TO PRODUCTION

Build it.Feed it.Deploy it.Monitor it.

A LOOP — STAGE 01 / 04

A four-stage delivery loop: build, feed, deploy, monitor — then back to build.

BUILD IT

Multi-agent AI systems

Turn your concept or prototype into scalable, secure, production-grade AI. Orchestrated agent pipelines with guardrails, monitoring, and cost tracking.

LangChain · LangSmith · AWS Bedrock · Fireworks AI · Tavily

FEED IT

Data enrichment & ML

Clean, connect, and activate your data for AI-ready decision making. Automated pipelines that turn raw data into intelligence.

LangGraph · Kestra · AWS SageMaker · AWS Glue · AWS Kinesis

DEPLOY IT

Cloud & edge deployment

Ship to production on AWS, or deploy AI where the data lives — factory floors, vehicles, remote sites. Cloud infrastructure or offline-resilient edge inference.

AWS Greengrass · AWS SageMaker Edge · Lambdas

MONITOR IT

Observability & evals

Watch quality, latency, and cost once the system is live. Traces, evals, and drift alerts tell you what to fix — and feed the next build.

LangSmith · AWS Bedrock AgentCore

WHAT WE MEASURE
FEEDS THE NEXT BUILD

Engineered outcomes

Production systems we've helped engineer

PCB inspection regions before detection
Computer Vision · Manufacturing

Visual QA for PCB manufacturing

A tier-1 European electronics OEM runs our inspection models at the edge, trained on their own line data and wired into the existing MES.

14SMT lines live
<40 msPer-board inference
① INGEST
② EXTRACT
③ RECONCILE
④ APPROVE
invoice #4821 paid?✓ Confirmed. €12,450approve payroll run✓ Approved · 3 agents
Multi-agent AI · Finance

Accounting automation over WhatsApp

Multi-agent pipeline for a regional services firm: LLM extraction, ERP reconciliation, approvals in WhatsApp. Every action logged.

~1,200Invoices / month
0Dashboards to learn
Conversational AI · Culture

AI exhibit guide for museum visitors

Built in partnership with IBM: visitors ask about the work in front of them and get a grounded answer in their own language. Recognised with a Cannes Lions and a D&AD Impact award.

26,000Visitors guided
2International awards

Our stack

Engineered on foundations that hold up in production

AWS
Cloud infra
LangChain
Orchestration
Anthropic
Frontier Models
Fireworks AI
Inference
mem0
Agent memory
Kestra
Workflows

Ready when you are

Your prototype is waiting to become a product.

The free AI Opportunity Scan maps what AI could unlock in your business — and what it will actually take to ship it.

Run your free AI Opportunity ScanTalk to an engineer