Generative AI Platform for your organization
Generative AI Platform for your organization
ChatGPT Enterprise or Custom Platform
Less than 2 weeks back OpenAI announced ChatGPT Enterprise, an enterprise grade access to GPT-4 with better context window and higher processing input capabilities, presenting here a PoV on should you choose ChatGPT Enterprise or use custom platform for your Generative AI needs.
Everyone needs Generative AI Platform, and they need it now
Generative AI is rapidly consuming the space (and time) owned by business analysts for enterprise decisions. Today CTO and CDO’s top priority is to have data and digital decisions ‘validated’ based on data from Generative AI , whether this is via GenAI solutions like ChatGPT, Meta LLMs or custom LLM models trained by institutes and organizations, here are five reasons why a comprehensive Generative AI platform is a must have.
- Enterprise Productivity: Generative AI usage boosts enterprise productivity in the range of ad-hoc chats to automated code and image generation. A platform with right governance ingredients is essential for an organization to meet demands from all units.
- Data Security: Like AI, Generative AI’s data lineage is still evolving, this means strong data security implementation is required to protect people, brand and the organization.
- Cost: Every CTO/CDO has experience of managing multiple SaaS Costs and would love to do things differently, esp. in areas of managing OpEx, any day - a platform is better and cost effective option than to have investment in multiple solutions.
- Vendor Lock-In : Rate of change in Generative AI landscape is possibly 100 times faster than cloud hype curve, with change every day - a platform is essential to cater for rapid delta. Organizations should avoid vendor lock-in and a Generative AI platform is the only way to address this challenge.
- Data Integrations: ‘Data-centric AI’ is reaching Gartner hype curve peak in next year or so, this means most organization will have their data platforms integrated with Generative AI platform.
ChatGPT Enterprise
With ChatGPT enterprise offerings available, let’s compare the features with that of custom option.
Security:
- Customer prompts and company data are not used for training OpenAI models.
- Data encryption at rest (AES 256) and in transit (TLS 1.2+)
- Certified SOC 2 compliant
Deployments:
- Admin console with bulk member management
- SSO
- Domain verification
Collaboration and Analytics
- Analytics dashboard for usage insights
- Shareable chat templates for your company to collaborate and build common workflows
- Unlimited access to advanced data analysis
LLM
- Higher-speed performance for GPT-4 (up to 2x faster)
- Unlimited access to GPT-4
- 32k token context windows for 4x longer inputs
- Free credits for custom solution
Custom Generative AI Platform
In House Platform:
- Your platform, your ideas, its in your control
Your data in control
- Keep your data in control, PII or Non PII, you have the control
For All or for a few
- Choose who needs the platform access, you manage.
Get reports when you need
- reporting and infographics when you need
Research and Labs
- Create custom views for research members and devise labs
Integrate with systems
- Integrate platform events and data with existing systems
Auditing and logging
- Merge logs and audits with enterprise auditing and logging
Change and Deploy
- Change vendor, broadcast and deploy when you want.