DoCoreAI is a privacy-first autonomous AI cost governance platform that helps enterprises reduce LLM API costs by 40–70% through real-time cost tracking, intelligent budget pacing, and autonomous governance.
THE PROBLEM
Enterprises deploying large language models face a hidden financial crisis. AI costs are unpredictable, siloed across teams, and invisible until the invoice arrives. Token-based pricing models from OpenAI,
Anthropic, Azure OpenAI, and AWS Bedrock behave nothing like traditional cloud compute — costs can spike 10x overnight with no warning and no control mechanism in place.
Existing cloud cost tools (CloudZero, Finout, FinOpsly) were built for VMs and storage — not LLM token economics. And every one of them requires sensitive prompt data and usage telemetry to leave the customer's environment, making them unusable for regulated industries.
THE SOLUTION
DoCoreAI is a privacy-first autonomous SDK that sits between the application layer and the LLM provider API. It intercepts every outgoing LLM call, tracks token usage and cost in real time, and enforces budget policies autonomously — without any data ever leaving the customer's infrastructure.
Integration takes 3 lines of code and under 15 minutes. No rearchitecting. No new infrastructure. No vendor lock-in.
KEY CAPABILITIES
- Real-time cost tracking per API call, per team, per project
- Autonomous budget pacing — slows spend before limits are hit
- Automatic request throttling when budgets are exceeded
- Centralized dashboard for both engineering and finance teams
- Multi-provider support: OpenAI, Anthropic, Azure OpenAI,
AWS Bedrock
- Full audit trail for compliance and chargeback reporting
THE PRIVACY ADVANTAGE
Every competitor in this space is cloud-based. Their products require prompt content, usage patterns, and cost data to flow
through their servers. DoCoreAI is architecturally different — the entire SDK runs within the customer's own environment.
Zero data leaves. Zero exceptions.
This makes DoCoreAI the only viable LLM cost governance solution for financial services, healthcare, legal technology, defense, and any enterprise operating under strict data residency or privacy mandates.
PROVEN IMPACT
Enterprises adopting DoCoreAI's autonomous governance policies achieve 40–70% reduction in LLM API costs within the first
billing cycle.
COLLABORATION SOUGHT
- Enterprise teams running LLMs in production who want a free pilot (design partner program)
- System integrators and AI consultancies advising enterprises on responsible AI and cost optimization
- Strategic investors at seed stage focused on AI infrastructure or LLMOps
- Distribution and reseller partners in the USA and UK
COMPANY
DoCoreAI | docoreai.com | Founded 2025 | Bengaluru, India
Founder & CEO: Saji John Miranda
Contact: saji.john@docoreai.com
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