Integrate Generative AI
Into What Matters
Generative AI is not a feature you bolt on. It is a capability that reshapes workflows, products, and customer experiences — but only when integrated thoughtfully. We advise teams on where, how, and whether to embed GenAI into their systems.
Integration Deliverables
Everything your team needs to integrate GenAI with confidence.
Integration Opportunity Map
A prioritised catalogue of workflows and product features where generative AI delivers measurable value.
Integration Architecture
Technical design for each integration point covering API patterns, prompt management, caching, and fallback strategies.
Model Selection Report
Comparative evaluation of LLMs against your quality, latency, cost, and compliance requirements with clear recommendations.
Prompt Engineering Playbook
Documented prompt templates, few-shot examples, and system instructions optimised for your specific use cases.
Safety & Guardrail Design
Content filtering, output validation, toxicity detection, and human-in-the-loop escalation paths.
Monitoring & Evaluation Plan
Quality metrics, cost tracking dashboards, and automated regression testing for every GenAI integration.
Our Integration Advisory Process
Workflow & Product Audit
We map your current workflows and product features to identify where generative AI creates genuine value versus where it adds noise.
Proof-of-Concept Design
For the top opportunities, we design lightweight PoCs with clear success criteria and evaluation metrics.
Architecture & Pattern Design
We design the integration architecture covering prompt management, API orchestration, caching, error handling, and cost controls.
Safety & Governance Review
Every integration is reviewed for hallucination risk, bias, data privacy, and regulatory implications before greenlight.
Implementation Blueprint
Detailed specs, prompt libraries, and engineering tickets your team can pick up immediately.
GenAI Should Solve Problems, Not Create Them
Let us help you integrate generative AI where it genuinely matters — with proper guardrails and measurable outcomes.
Schedule Free ConsultationWho This Is For
Product and engineering teams embedding GenAI into existing systems.
FinTech Product Teams
Integrate GenAI into customer service, document processing, and financial report generation with compliance guardrails.
SaaS Product Leaders
Add AI-powered features like smart drafting, summarisation, and recommendations to your platform without disrupting the core product.
E-Commerce Teams
Deploy generative AI for product descriptions, customer support automation, and personalised shopping assistants.
Media & Content Platforms
Integrate AI into editorial workflows for drafting, translation, summarisation, and content moderation.
Why OpenMalo for GenAI Integration
We have integrated generative AI into production systems — not just built demos.
Explore GenAI Integration for Your Product
Describe your product and the workflows you want to enhance. We will assess feasibility and recommend an approach.
GenAI Integration Reduces Report Generation by 85%
Wealth Management Firm Automates Client Reports
A wealth management firm was spending 15 hours per week manually generating client portfolio reports. They wanted to use GenAI but were concerned about accuracy and compliance.
The Challenge
Manual report generation was slow, error-prone, and consuming senior analyst capacity that should be spent on advisory.
Our Approach: We designed a GenAI pipeline that pulls portfolio data from their systems, generates draft reports with personalised commentary, and routes them through a compliance review workflow. A human-in-the-loop step ensures every report is reviewed before delivery. Generation time dropped from 45 minutes to 7 minutes per report.
Frequently Asked Questions
It depends on your accuracy, latency, cost, and compliance requirements. We evaluate multiple models against your specific use cases and recommend the best fit — often a multi-model strategy.
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