AI Assistants In Your App
A conversational assistant inside your own software, answering from your data and respecting the permissions each user already has.
Connect AI To What You Already Run
AI Integration Services
AI integration services connect artificial intelligence to the systems your business already depends on, so the capability shows up inside your ERP, CRM, billing software or website rather than in yet another tool your team has to open.
Mescope Solutions handles the integration end to end — the API layer, authentication, data mapping, error handling and the monitoring that tells you when something has stopped working.
What We Integrate
Document & OCR Pipelines
Scanned bills, forms and prescriptions turned into structured records and posted into your existing database.
Search That Understands
Search across your products, documents and records by meaning rather than exact keyword, so people find things by describing them.
Speech & Language
Voice notes transcribed, and content translated between English and Tamil where your customers need it.
Predictive Endpoints
Forecasting and scoring models exposed as clean APIs your existing screens can call without being rewritten.
Monitoring & Fallbacks
Rate limits, retries, timeouts and a defined fallback for every AI call, so an outage upstream degrades gracefully instead of breaking a screen.
How An Integration Is Built
- Step 1
Review Your Systems
We document what you run, what it exposes, and where an AI call would actually fit in the flow.
- Step 2
Design the Contract
Inputs, outputs, permissions, failure behaviour and cost limits are agreed before code is written.
- Step 3
Build the Layer
A dedicated integration layer, so your core system is not rewritten and the AI provider can be changed later.
- Step 4
Test the Edges
Timeouts, malformed responses, rate limits and unexpected input are tested deliberately, because in production they will happen.
- Step 5
Monitor In Production
Latency, error rate, and spend tracked from day one, with alerts when any of them move.
Frequently Asked Questions
Can AI be added to software we did not buy from you?
Usually yes, provided the system offers an API or database access. We assess that before quoting.
Which AI providers do you work with?
We build the integration layer so the provider is a choice rather than a lock-in, and we select based on what the task needs, what it costs, and where the data is allowed to go.
What happens if the AI service goes down?
Every integration we build defines a fallback in advance — queue the request, degrade to the previous behaviour, or show a clear message. A dependency being unavailable should never break the screen around it.
How is our data protected?
Access is scoped to what the feature needs, calls are authenticated, and we agree in writing what data may leave your systems before anything is built.
Add AI Without Replacing Your Systems
Send us what you run today. We will tell you what can be integrated and what cannot.