DiscoverAllServicesAndCharacteristicsForDevice operation timeout error

Question

I am trying to discover all services and characteristics for my connected device but I keep getting an error.

connectToDevice: {"message":"Operation timed out","errorCode":3,"attErrorCode":null,"iosErrorCode":null,"androidErrorCode":null,"reason":"GATT exception from MAC address 76:05:9F:C6:86:91, with type BleGattOperation{description='SERVICE_DISCOVERY'}","name":"BleError"}

The operation is timing out, I have tried extending the default time but I still get the same error. Any ideas as to why this doesn't discover services and characteristics first time?

const connectToDevice = async (deviceId:DeviceId) => {

                
            try{
                //stop scanning for devices
                bleManager.stopDeviceScan();

            
                //use BleManager to connect to device
                const deviceConnection = await bleManager.connectToDevice(deviceId);
                console.log('Connected To Device: ' + deviceId);

                //monitor disconnections
                deviceConnection.onDisconnected((error, disconnectedDevice) => {
                    console.log('onDisconnected Device disconnected: ' + disconnectedDevice.id);
                    //events.emit("connectionError", true)
                    
                });


                if(await bleManager.isDeviceConnected(deviceId)){
                    //console.log('before ServiceDiscovery ' + deviceId + ' is connected ' + await bleManager.isDeviceConnected(deviceId));

                    console.log('discoverAllServicesAndCharacteristicsForDevice called');
                    //console.log('before ServiceDiscovery ' + deviceId + ' is connected ' + await bleManager.isDeviceConnected(deviceId));
                            
                    await bleManager.discoverAllServicesAndCharacteristicsForDevice(deviceId);
                            
                    //events.emit("connectionError", true)
                    console.log('Read Validation Char called');
                    readValidationChar(deviceId);
                }
                    
            }
            catch(error){
                console.log("connectToDevice: " + JSON.stringify(error));
                throw new Error("Failed to connect to device");
                
            }

        }

I have tried extending the default timeout and implementing other discovery methods.