Context optimization infrastructure for LLM applications.
Ordica builds middleware that sits between your application and the model provider. We reduce the tokens you send without the engineer on the other end noticing a difference. We are a California LLC, founded in 2026, building for teams that operate LLM workloads at production scale.
Why Ordica exists
Enterprise AI scaled faster than the infrastructure around it. Context windows bloated. RAG pipelines drifted into the thousands of tokens. Few-shot classifiers multiplied. The result: linear cost scaling, degraded model attention, and engineering teams writing brittle custom heuristics by hand.
Ordica exists to solve that as infrastructure, not as a one-off utility. We treat prompt context the way a CDN treats HTTP payloads — a layer that optimizes transparently, measures honestly, and stays out of the critical path.
We are not a compression tool. We are an LLM infrastructure middleware layer with a single job: make production context cheaper without changing what your model sees as meaning.
What makes us different
The engine never leaves our servers.
Free and Pro tiers run server-side — your prompts come in, compressed prompts go out. Enterprise runs inside verified hardware enclaves where we cryptographically cannot read your data and you cryptographically cannot read our engine.
Every number is blind-judged.
Our savings numbers come from 200 prompts × 4 providers (1,000 blind-judged data points) across four independent model providers. We publish the ranges by workload type, including the workloads where savings are small. No cherry-picked demos.
One import. No pipeline rewrite.
Change from openai import OpenAI
to from ordica import OpenAI.
Everything downstream keeps working.
You only pay when we save you money.
If we do not cut your bill, you owe nothing. The pricing model aligns the vendor with the outcome — not with usage, seats, or promised gains.
Leadership and stage
Ordica operates lean. Leadership currently comprises the founding CEO and a small technical team. We publish titles, not names — the team carries responsibility for regulated customer data, and public attribution is a threat model we choose not to accept at this stage.
If you are an enterprise prospect evaluating Ordica, our CEO and engineering lead will meet with your technical decision-makers directly under a mutual NDA. Reach us at sales@ordica.ai.
Verifiable facts
- Entity
- Ordica LLC — California limited liability company
- Founded
- March 2026
- Headquarters
- California, United States
- Registered agent
- Northwest Registered Agent LLC, Sacramento, California
- Federal registration
- SAM.gov — submitted 29 March 2026
- Intellectual property
- Patent pending
- Compliance posture
- FIPS-enabled infrastructure, NIST 800-171 documented, CMMC Level 2 self-assessment in progress
- Data residency
- United States