AI without compromise: Enablement you can trust
AI without compromise: Enablement you can trust
PlatypAI Value
PlatypAI Value
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Our workflow design is based on our client’s confidentiality, urgency, and criticality requirements. Each solution is tailored to provide the PlatypAI value add without compromising the basics.
Reliable Acceleration
Reliable Acceleration
At PlatypAI, acceleration means automating the repeatable and enriching the meaningful. Whether it’s structuring content, drafting learning objectives, or converting PDFs to knowledge modules, our workflows dramatically reduce time to output—without skipping the essentials.
Workflow
Design
Workflow
Design
This is the heart of what we do at PlatypAI. Designed by humans and enabled by tech, our workflow design leverages the right skills or components, as required to produce consistent, high-quality output with optimal efficiency.
Automation + Customization
Automation + Customization
We use custom AI workflows with human checkpoints. This combined with smart processes like metadata extraction, semantic tagging, and adaptive templates provide modular outputs that can be used across contexts.
Product-Level Stability
Product-Level Stability
The PlatypAI vision is to provide learning and content acceleration through a PAAS model. Along this journey, we are constantly locking down stable components in our workflows and designating them as products, adding more stability, quality, and cost efficiencies to our overall service.
HITL
All the Way
HITL
All the Way
Our Human-in-the-Loop approach ensures that we implement skilled human layers in our workflow, right from design and strategy to quality audits and end-user testing.
The Platypus in the room
The Platypus in the room
AI Challenges, PlatypAI Models
AI Challenges, PlatypAI Models
We will be the first to acknowledge AI’s limitations. Our credibility and our bottom-line depend on identifying and addressing these shortcomings. We have custom-designed models, tools, and workflows that are built to pre-empt any design or quality gaps introduced by these challenges.
AI Hallucinations
AI Hallucinations
You just can’t trust AI to be consistently reliable.
You just can’t trust AI to be consistently reliable.
The PlatypAI Model: We add multiple layers of AI and human intervention to root out hallucinations.
Strategies Implemented: Multi-layered validation via RAG, AtIS (Attributable to Identified Sources), and human-in-the-loop (HITL) editorial review.
Bias & Ethical Risks
Bias & Ethical Risks
AI mirrors biases in the data used to train the model
AI mirrors biases in the data used to train the model
The PlatypAI Model: Bias is something we actively look out for, and this shows in our workflow design.
Strategies Implemented: Bias review checklists, counterfactual prompt testing, and content audits for fairness and neutrality.
Confidentiality Risks
Confidentiality Risks
Who has access to AI training data? Who can retrieve it?
Who has access to AI training data? Who can retrieve it?
The PlatypAI Model: We provide confidentiality as a service, at the level that our clients require it.
Strategies Implemented: Tiered confidentiality model with options from cloud-isolated LLMs to fully secure, on-premise deployments.
Generic Outputs
Generic Outputs
It's easy to identify AI content. It sounds soulless.
It's easy to identify AI content. It sounds soulless.
The PlatypAI Model: AI, like most tech, provides output proportional to the quality of input. We ensure the highest quality input.
Strategies Implemented: AI models are trained with your brand, your tone, and your learning needs—not generic datasets.
Lack of Consistency
Lack of Consistency
AI is inconsistent, and sometimes even lazy. You just can't rely on it.
AI is inconsistent, and sometimes even lazy. You just can't rely on it.
The PlatypAI Model: Our human experts work in tandem with AI—not to override it, but to refine it. Each refinement is fed back in to ensure incremental consistency in AI output.
Strategies Implemented: Iterative training, best practice checklists, human sample prototypes, audit and review checklists.
Human Inefficiencies
Human Inefficiencies
AI is fast, but human interfacing impacts overall efficiency.
AI is fast, but human interfacing impacts overall efficiency.
The PlatypAI Model: We are constantly refining, stabilizing, and automating workflow components to minimize human interfacing for inputs and outputs.
Strategies Implemented: Workflow automation, API-based custom AI content applications, quarterly audits to identify and eliminate redundancies
The 4-Tiered Confidentiality Model
The 4-Tiered Confidentiality Model
Let’s take a deep dive to show you how PlatypAI’s Four-Tier Confidentiality Model provides customized options for security & client data protection.
Tier 1: Non-Confidential
Tier 1: Non-Confidential
For public-facing content and generic learning materials
For public-facing content and generic learning materials
AI Setup:
All AI models including web applications and LLM APIs can be used
Secure Practices:
Company or personnel names removed from AI interactions
Plagiarism checks & content reviews for originality
Tier 2: Confidential
Tier 2: Confidential
For proprietary company knowledge documents, assessments, and courseware
For proprietary company knowledge documents, assessments, and courseware
AI Setup:
Premium models that ensure content is not used in AI model training
Secure Practices:
Includes plagiarism checks for content originality
Workflow setup to ensure only premium accounts are used
Tier 3: Highly Confidential
Tier 3: Highly Confidential
For sensitive, company confidential content meant for internal-only access
For sensitive, company confidential content meant for internal-only access
AI Setup:
Cloud-secure LLM installations on PlatypAI secure accounts
Secure Practices:
Includes plagiarism checks for content originality
Only Tier 3 AI/LLM APIs with cloud installation are used
Tier 4: Secret or Extremely Confidential
Tier 4: Secret or Extremely Confidential
For highly sensitive strategic or critical business content
For highly sensitive strategic or critical business content
AI Setup:
Local installations of secure LLMs on PlatypAI servers with no internet access
Secure Practices:
Custom LLM setup for the project to handle all client data in an on-premise setting
Offline copies of all PlatypAI AI tools for the project
If you are convinced about our AI content value, get in touch!
If you are convinced about our AI content value, get in touch!
Can AI serve your content needs?
Can AI serve your content needs?
You can chat with our AI bot for initial queries or mail us to have someone from our team reach out to you.
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