Incubeta
Ogilvy
National Geographic
Disney
DMA
Oracle
atcore
Airtasker
What is AI orchestration?

One layer that coordinates every AI tool and system you use.

AI orchestration connects multiple AI tools, agents and platforms so they communicate, share context and work toward a shared goal without manual handoffs.

Without orchestration, AI tools work in isolation. With it, they share data, trigger actions and make decisions as one unified system.

Real-time data synchronization

Every system shares live data with no lag.

Multi-agent coordination

Multiple agents coordinated toward one goal.

Cross-platform workflow automation

Actions triggered across platforms automatically.

Unified ecosystem

CRM, AI tools and automation working as one.
Our AI orchestration and platform integration services

Generative AI integration services and everything that connects your stack.

01.

AI platform integration

Connect AI tools to your CRM, marketing automation and data platforms via managed APIs.

02.

Multi-agent orchestration

Multiple specialised agents coordinated through one central orchestration layer.

03.

CRM and marketing automation integration

AI lead scoring, personalisation and campaign triggers connected into HubSpot, Salesforce and Klaviyo.

04.

Data sync and pipeline integration

Real-time sync across 8+ platforms so every AI tool runs on accurate data.

05.

Custom API and integration development

Custom connections between proprietary systems and AI platforms.

06.

Integration audit and architecture

Map your stack, identify gaps and design the architecture before build begins.

Generative AI integration services and platform integrations

Key integrations and what they unlock.

CRM integrations

AI lead scoring and intent signals connected into HubSpot, Salesforce & Pipedrive.

65%

Improved lead qualification accuracy

Marketing automation integration

AI personalisation and predictive triggers layered into your MAP.

32%

Higher campaign conversion rates

Data sync services

Unified pipelines so every tool operates on the same real-time source of truth.

8+

Platforms in real-time sync

Lead generation platform integration

Instantly.ai connected to your CRM for automated lead acquisition and nurturing.

Auto

Lead acquisition and nurturing

AI integration consulting services - what they enable

Four capabilities that a connected AI stack unlocks.

01.

Conversational assistants

AI assistants connected to your CRM and knowledge base for accurate real-time responses.

CRM-connected responses

Smart escalation routing

Cross-platform context

02.

Content generation at scale

AI content pipelines connected to your CMS and CRM for personalised content at scale.

Email, social and product copy

Personalised by segment and behaviour

Published directly to your platforms

03.

Lead generation and qualification

AI lead acquisition connected to your CRM β€” qualifying and routing without human input.

Instantly.ai integration

AI lead scoring and intent signals

Automated CRM enrichment

04.

Autonomous decision systems

AI systems that monitor signals and trigger actions across your stack autonomously.

Campaign bid and budget optimisation

Churn prediction and reactivation

Inventory and supply chain automation

Our approach

How our AI integration agency builds your orchestration layer.

We start with your existing stack, not a blank page. Every integration is designed to enhance what you already have.

01.

Stack audit and integration mapping

Map your platforms, data flows and gaps to find where orchestration delivers most.

02.

Architecture design

Design data flows, agent roles and API contracts before touching any code.

03.

Build and integration

Build connectors, configure AI layers and test every integration end-to-end.

04.

Deploy and monitor

Deploy with monitoring and fallback logic. Clear escalation if anything breaks.

05.

Maintain and evolve

Ongoing maintenance as APIs change and your business scales.

06.

Optimize workflows

Refine automations, reduce friction and improve system efficiency as usage grows.

Your AI tools should work together. Right now, most of them do not.

What our AI integration services deliver

The impact of AI orchestration done right.

65%

Improved lead qualification
With AI-connected CRM

32%

Higher campaign conversions
From AI-enhanced automation

8+

Platforms in real-time sync
One source of truth

3x

Faster time to value
vs building in-house

Related

Need standalone AI agents?

AI agents that reason and act autonomously.
See AI agentsSee AI agents

Need workflow automation?

n8n and Make.com workflows for repetitive tasks.
See AI automationSee AI automation
Testimonials

Clients say it better.

Over our 6+ year partnership, Mavlers has supported us across hundreds of website projects with consistent quality, strong communication, and reliable delivery. Their structured processes, scalable team, and partnership-driven approach make them a dependable extension of our business.

Rick Murray
Rick Murray

Founder and CEO,
JXT Global

Mavlers organized approach has allowed us to compete online with some of Australia's well-known brands. Our lead volume has increased lead volume by 572% and sales have increased by 390% over the same period year on year. Extremely satisfied with outcomes.

Chris Giovine
Chris Giovine

Digital Marketing Manager,
Choosewell Health Insurance

Mavlers delivered a pixel-perfect website development project with exceptional communication, technical precision, and on-time execution. The entire process was smooth, collaborative, and exceeded expectations.

Cameron West
Cameron West

Co-founder, Blinds In Print

Frequently Answered Questions

Everything about our AI orchestration services.

What is the difference between AI orchestration and AI automation?

AI automation handles individual rule-based tasks. AI orchestration coordinates multiple AI agents, tools and systems toward a shared goal β€” managing how they communicate, share context and hand off. Orchestration is the layer above automation.

Which platforms do you integrate with?

HubSpot, Salesforce, Klaviyo, Braze, Marketo, Instantly.ai, Swan AI, Google Analytics, BigQuery, Shopify and any platform with an accessible API. For systems without native APIs we build custom connectors.

Do you work with our existing tech stack or do we need to change platforms?

We design integrations around your existing stack β€” the goal is to enhance what you have, not replace it. We assess your current systems, identify opportunities and build connectors that make your tools work together with AI.

How long does an AI orchestration project take?

A focused integration between two or three platforms: 3-6 weeks. A full multi-system orchestration with custom data pipelines and agent coordination: 8-16 weeks. Every project scoped with a clear milestone plan upfront.

What happens when an API or platform changes?

We offer ongoing maintenance retainers covering API version updates, connector maintenance and monitoring, so your integrations stay reliable without your team managing it.

Can you orchestrate across multiple AI models and LLMs?

Yes. We build multi-LLM systems that route tasks to the right model based on cost, latency and capability - GPT-4o, Claude, Gemini and open-source models each playing their optimal role.

Your AI stack is only as powerful as its connections.

AI orchestration and platform integration services that unify your CRM, marketing automation, and AI tools into one intelligent ecosystem.
Capabilities Deck
Mavlers - Capabilities Deck

400+ specialists. One focused deck.

Services, capabilities, how we work, and what makes Mavlers different - built for marketing leaders and in-house teams who want the full picture fast.

Mavlers - Company Deck
PDF Β· 32 slides Β· mavlers.agency

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AEO & GEO Audit

Your competitors are showing up in AI answers. You're not.

We run 40 prompts across ChatGPT, Gemini, Perplexity, and Google. We track 5 competitors. We hand you a prioritised report in 4 days - with the exact gaps and fixes.

40 AI prompts tested
5 competitors tracked
12 audit areas
4-day turnaround
Standard
Essentials
$1,200
2 business days
Recommended
Comprehensive
$1,600
3–4 business days
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