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Mavlers.ai

Automation & Integration

Connecting the stack. We wire the platforms your business runs on into one dependable flow of data and actions — and automate the manual, repetitive work in between. Observable, recoverable, and built to run unattended.

Workflow AutomationProcess AutomationOrchestrationAPI IntegrationMCPCRM & ERP
WFAutomation

Workflow Automation

Remove manual, repetitive work by wiring your tools into reliable, observable automations.

Typical stack
n8nMakeLangflowWebhooks
Business outcome

Hours of manual effort disappear each week, with fewer errors and a clear audit trail.

What we build
  1. 01Event- and schedule-driven workflows across your existing stack
  2. 02Data sync, enrichment and notification pipelines
  3. 03Reporting and document-generation automations
  4. 04Human-in-the-loop steps where judgement is required
Engineering detail
  1. 01Built in n8n, Make or Langflow — self-hosted where needed
  2. 02Idempotent steps, retries and dead-letter handling for reliability
  3. 03Secrets management and scoped API credentials per connection
  4. 04Run logging and alerting so failures surface immediately
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BPAAutomation

Business Process Automation

Automate approvals, routing, reporting and document handling — with control where it matters.

Typical stack
OCRRules enginen8nCloud functions
Business outcome

Back-office processes move faster and more consistently, with people focused on exceptions, not busywork.

What we build
  1. 01Approval and routing workflows with role-based decision points
  2. 02Document processing: extraction, classification and filing
  3. 03Case and request management automations
  4. 04Scheduled reporting and reconciliation jobs
Engineering detail
  1. 01OCR and structured extraction from PDFs, forms and emails
  2. 02Business rules engine for routing and eligibility logic
  3. 03Human approval gates with full audit logging
  4. 04SLA timers, escalations and exception handling
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ORCAutomation

Multi-System Orchestration

Coordinate data and actions across many platforms so disconnected systems behave as one.

Typical stack
QueuesEvent busState machinesObservability
Business outcome

Complex cross-platform processes run reliably end to end, without manual coordination.

What we build
  1. 01Orchestration layers that sequence steps across multiple systems
  2. 02Stateful, long-running processes with checkpoints and recovery
  3. 03Conditional branching, parallelism and fan-out / fan-in flows
  4. 04Central visibility into every process instance and its status
Engineering detail
  1. 01Queue- and event-driven architecture for decoupled reliability
  2. 02State machines / workflow engines for resumable execution
  3. 03Observability: tracing, metrics and per-step logs
  4. 04Compensation logic to safely roll back partial failures
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APIIntegrations

API & Platform Integration

Connect the platforms your business runs on into one dependable flow of data and actions.

Typical stack
RESTGraphQLOAuth2Webhooks
Business outcome

Systems stay in sync automatically, eliminating copy-paste and data drift between tools.

What we build
  1. 01Two-way integrations between SaaS platforms, apps and databases
  2. 02Custom connectors for systems without off-the-shelf support
  3. 03Real-time (webhook) and batch synchronisation patterns
  4. 04Data mapping, transformation and validation layers
Engineering detail
  1. 01REST, GraphQL and webhook integrations with OAuth2 / API-key auth
  2. 02Rate-limit handling, pagination and backoff strategies
  3. 03Schema contracts and validation to prevent bad data propagating
  4. 04Monitoring, retries and reconciliation for eventual consistency
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MCPIntegrations

Model Context Protocol (MCP)

Custom MCP servers and connectors that give agents secure, governed access to your tools and data.

Typical stack
MCPTypeScript / PythonOAuthRBAC
Business outcome

Agents gain safe, standardised access to your systems — reusable across every future AI build.

What we build
  1. 01Custom MCP servers exposing your systems as agent tools
  2. 02Connectors for internal APIs, databases and SaaS platforms
  3. 03Scoped, permissioned access for what agents can see and do
  4. 04Reusable tool catalogues across multiple AI products
Engineering detail
  1. 01MCP tool/resource definitions with typed schemas
  2. 02Auth, scoping and per-tool authorisation policies
  3. 03Audit logging of every tool invocation
  4. 04Versioning and backward compatibility for tools
See how this powers our AI Agents →
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CRMIntegrations

CRM & ERP Integration

Deep, dependable integrations with the systems of record you run your business on.

Typical stack
SalesforceHubSpotDynamicsERP APIs
Business outcome

Your systems of record stay clean, connected and enriched — ready for AI to add value on top.

What we build
  1. 01Bi-directional sync with Salesforce, HubSpot, Dynamics and more
  2. 02ERP integration for orders, inventory, finance and operations
  3. 03AI features layered onto CRM/ERP data (scoring, drafting, insights)
  4. 04Data hygiene, de-duplication and enrichment automations
Engineering detail
  1. 01Native APIs, bulk endpoints and change-data-capture where available
  2. 02Field mapping, conflict resolution and sync-loop prevention
  3. 03Sandbox-first delivery with staged rollout to production
  4. 04Respect for platform limits, governor rules and permissions
Layer AI on top of this data →
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Across every engagement

The engineering foundations we bring to all of it

Security by design

Role-based access, scoped credentials, data isolation and audit logging.

Human-in-the-loop

Approval gates and guardrails wherever judgement or risk demands them.

Observability

Tracing, logging and evaluation so you can see and trust what runs.

Technology agnostic

We pick the right models and tools for the job, not a fixed stack.

Production-grade

Testing, CI/CD and monitoring — engineered to run, not just to demo.

Data governance

PII handling, retention controls and responsible-AI practices.

Flexible engagement

Work with us directly, or as a behind-the-scenes delivery partner.

Ongoing support

Maintenance, optimization and model updates after launch.

Browse real AI use case patterns across industries and the digital lifecycle

The workflows, agents and integrations we build — from marketing and sales to support, operations and internal productivity.

View Our AI Use Cases →

Have a service requirement in mind?

Tell us the problem or the capability you want to build. We'll map it to the right approach and team.

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