Applications
REST API
Integrate Meridias through one stable, standardised API instead of connecting to individual vendor APIs and open-source models.
The marketplace, independently evaluated
One integration. The optimalfor your requirements.
Meridias abstracts vendor APIs and open-source models behind one standardised interface. Benchmarks reported by vendors do not reliably predict performance in the real world.
We independently evaluate vendor APIs and open-source models using ...
Independent evaluation and execution signals
Independently Evaluated, Not Vendor-Reported
Continuously Evaluated
p95 Overhead: ~40 ms
Customer Content Not Retained
CAPABILITY CATEGORIES
Widely used capabilities through one interface.
Access independently evaluated vendor APIs and open-source models across commonly used software and AI capabilities.
Speech-to-Text
Convert recorded or live speech into text.
Address Validation
Verify, complete and standardise addresses.
Optical Character Recognition (OCR)
Extract text from documents and images.
Geocoding
Convert locations between addresses and coordinates.
Language Detection
Identify the language used in text.
Content Moderation
Detect unsafe or restricted content.
Machine Translation
Translate text across languages.
Large Language Model (LLM)
Generate, analyse and transform text.
The problem
The market moves faster than most teams can evaluate and adopt it.
Evaluation demands scarce resources
Rigorous comparison requires specialist expertise, representative datasets, reliable ground truth, testing infrastructure and significant budget.
Better implementations go unused
New vendor APIs and open-source models can improve performance and reduce costs, but teams often lack the resources to evaluate and adopt them.
Every implementation adds engineering overhead
Each requires integration, testing, security review and ongoing maintenance before it can be used in production.
The truth
Vendors evaluate their own products.Meridias evaluates independently.
Vendor benchmarks
- Vendor-selected datasets and metrics
- Vendor-controlled test conditions
- Difficult to compare directly
- Often fail to generalise to production
- Point-in-time results
Meridias evaluation
- Independent of vendors
- Proprietary datasets for each capability
- Consistent evaluation conditions
- Performance and latency measured together
- Continuously re-evaluated
MEASURED PERFORMANCE.
NOT MARKETING CLAIMS.
YOUR REQUIREMENTS DECIDE
Define the constraints. Choose the objective. Meridias handles the rest.
Your constraints
define what is eligible
Set the conditions that must be satisfied:
- Performance ≥ required threshold
- p95 latency ≤ 200 ms
- Cost ≤ £0.01 per request
- Certification and provider restrictions
And more. Performance metrics vary by capability.
Only strategies satisfying every constraint are eligible.
4 objectives
determine what wins
- Highest performanceSelect the eligible strategy with the strongest evaluated performance.
- Lowest costSelect the lowest-cost strategy that satisfies every constraint.
- Lowest latencySelect the eligible strategy with the lowest measured p95 latency.
- Best balanceBalance performance, cost and latency according to your priorities.
BUILT FOR APPLICATIONS AND AGENTS
One platform. Two integration paths.
Use the Meridias REST API in applications and workflows, or connect agents through the Meridias MCP server. Both provide access to the same evaluated capabilities and apply the same constraints and optimisation objectives.
Agents
Meridias MCP
Give agents tool-level access to Meridias capabilities through the Model Context Protocol, without direct integrations with underlying APIs or models.
EARLY ACCESS
One integration. Continuously evaluated capabilities.
Connect applications through REST or agents through MCP.