We connect large language models into your existing ERP, CRM, and internal tools through a zero-trust middleware layer — schema-enforced, fully traced, and built to pass a security review the first time.
Not just a connector — the full layer of security, monitoring, and handover that makes it production-grade.
Every call authenticated, throttled, and automatically rerouted to a fallback model if the primary times out.
Custom JSON schema validation on every response, with dynamic prompt function calling.
High-throughput batch workloads processed off the request path, with retries built in.
Every request traced end-to-end across every API boundary — visible in your existing observability stack.
See what's calling what, revoke access instantly, and audit every request without touching code.
The topology and the production code pattern — not a simplified marketing diagram.
// elhaa Resilient Proxy & Schema Enforcer const response = await elhaaProxy.execute({ model: 'gemini-2.5-flash', messages: [{ role: 'user', content: prompt }], responseSchema: OutputSchema, fallbackModel: 'claude-3-5-sonnet', timeoutMs: 1200 });
Support reps spent 8–12 minutes per call navigating legacy SAP screens and running manual database queries just to answer “where's my order.”
A RAG plus text-to-SQL hybrid assistant with strict schema guardrails, a read-only replica connection, and automated caching — reading from SAP, never writing without a human.
*Illustrative example based on a representative engagement.
Inventory your systems, data, and the workflows where AI adds measurable value.
Choose models, define interfaces, and agree security and access boundaries.
Build and test connectors against real data in a staged environment.
Roll out to teams with training, feedback loops, and usage measurement.
How many people actually use the integration — the truest measure of fit.
Minutes per task before vs after, sampled from real workflows.
Accuracy of AI outputs against the agreed evaluation suite.
Fully loaded inference cost, tracked against the budget model.
Anything with an API or database access — common ones include Salesforce, SAP, Zoho, HubSpot, ServiceNow, Jira, Google Workspace, Microsoft 365, and custom internal tools. Where no API exists, we design around exports or middleware.
No. We design vendor-neutral architectures with a routing layer, so you can use different models for different tasks and switch providers without rebuilding.
A focused first integration typically ships in 4–8 weeks, depending on system access and security review timelines on your side.
Usually, yes. Where there's no modern API we work through database views, file exports, message queues, or lightweight middleware — and we're upfront in the Design phase if a system genuinely can't be reached safely.
By meeting people where they work: the AI appears inside existing tools rather than as a new destination. We pair that with champion users, short training sessions, and usage dashboards so you can see adoption rather than assume it.
A 30-minute call. We'll tell you honestly whether this is the right solution — and what it would take.
A short form, then a 30-minute call. We reply within one working day.
We'll be in touch within one working day.