Acceleration with Expertise
Learning and Content… Bigger, Faster, Better
| We deploy a blend of highly skilled humans and AI-enabled automation to achieve this evolutionary platypus-like mix, combining scale and speed without compromising quality. |
Why PlatypAI?
The Platypus is a fascinating creature; a product of evolution that blurs the lines between mammal, reptile, amphibian, and bird.
We, at PlatypAI, aim to create something similar.
We use human skills and extensive domain experience, with a touch of AI magic and tech automation.
The result: Accelerated learning and content development workflows that combine high quality design and large scale development without compromising quality.
What We Can Do for You
Learning Content
We provide content collation and generation, structuring, curriculum design, and storyboarding services with accelerated workflows.
Knowledge Management
We can help you with collation, curation, and conversion of unstructured data into powerful knowledge platforms.
Business Content
We can deliver custom reports, documentation, whitepapers, and articles built from your company’s diffused knowledge.
Service Aggregation
We deliver services based on our core skills. But we also enable the rest through our trusted network of design, development, translation, and SME service partner companies
We have details on all the service components we provide, how we leverage AI acceleration, and also notes on how our design and quality stay intact through acceleration.
The ABCDE of PlatypAI
Our ABCDE framework is not a tagline; it’s the operational backbone that enables us to deliver structured, high-quality learning, knowledge, and business content at speed, and at scale. Each letter in our ABCDE isn’t just a value—it’s a working component in our process, mapped directly to our services and embedded in every solution we deploy.
Acceleration through AI and automation
We accelerate content workflows using AI to handle the repeatable and the scalable—content extraction, structuring, rewriting, and formatting—while human experts focus on validation, instructional alignment, and quality control. This hybrid system drastically reduces turnaround time while enhancing depth and clarity.
Business enabling consultative solutions
We don’t start with or stop with content generation. We solve business problems. From early-stage discovery to workflow design, we partner with clients to map out scalable, compliant, and cost-efficient solutions. Our consultative approach ensures every output is tailored to organizational goals and sector-specific needs.
Confidentiality and security guaranteed
Security is embedded in our workflows through a four-tiered confidentiality model—ranging from open content to offline LLM deployments for highly sensitive data. We ensure your content remains yours, processed securely, and never reused to train external models. We get into more detail about this in our Trust and Confidentiality models. (should add Read More link here that connects to the Trust and Confidentiality section)
Domain agnostic services across corporate and educational sectors
From pharma and finance to tech, manufacturing, and education—our core team comes with the experience of working across domains and we transfer this adaptability to our workflow and AI model design. We work closely with SMEs to capture input and feedback, and use this to iteratively build and refine AI expertise, leading to highly accurate outputs.
Expertise in instructional design and Gen AI integration
We are not just a learning content company. We are not just a Gen AI content company. We are both, with experience, expertise, and a library of assets and tools built across these disciplines. We’ve built AI-driven pipelines that reflect real-world learning principles, and we know when—and where—to apply human judgment to preserve instructional integrity.
AI Challenges ↔ Our Solutions
Do you have concerns about the use of AI with your content? We designed the PlatypAI value proposition to ensure these concerns are minimized as much as possible.
Hallucinations
Multi-layered validation, using a combination of humans (HITL), credible knowledge bases (RAGs), and iterative checks
Bias
Bias checks are integrated in our human review checklists. Our content is IP safe with a consistent AIS (Attributable to Identified Source) approach.
Confidentiality
Our tiered confidential model ensures that content is handled in secure systems ranging from subscription AI services to air gapped onsite LLM deployments.
Unreliability
Our design is driven by human experts. We train our AI like we train IDs and Content Writers. We review and upgrade AI output the same way.
If you would like to know more about AI challenges and the models we implement to counter them, you can read more about this here.
AI accelerates our services, but it is our skills and experience that provide the strategy, design, and quality.
Focus on Learning Design and Content Quality
Our core leadership trio comes with a combined 6 decades of learning, content, and media experience. This includes experience in leading learning companies and working with big brand clients across industries.
What this translates to:
- Expertise in learning architecture and instructional design
- Experience with large scale learning and content projects
- Ability to design bespoke workflows for custom content needs
- Domain network with reliable design and development partners