diff --git a/.gitignore b/.gitignore
index e3b237e..e3674c9 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,3 +1,4 @@
 ezproxy-log-analyzer
 logs/*
 !logs/.keep
+ezproxy.json
diff --git a/README.md b/README.md
index 5f4e51f..a197b57 100644
--- a/README.md
+++ b/README.md
@@ -7,7 +7,7 @@ Get usage from your EZProxy log files
 Start an [ezpaarse](https://github.com/ezpaarse-project/ezpaarse) instance
 
 ```
-git clone https://github.com/ezpaarse-project/ezpaarse`
+git clone https://github.com/ezpaarse-project/ezpaarse
 cd ezpaarse
 docker compose pull
 docker compose up -d
@@ -17,12 +17,12 @@ cd ..
 Aggregate and process ezproxy log files
 
 ```
-scp ezproxy.host:/path/to/ezproxy/logs/ .
+scp -r ezproxy.host:/path/to/ezproxy/logs .
 ./process.sh
 ```
 
-See usage by platform
+Process a clean JSON file you can upload into an analytics tool
 
 ```
-jq -r '.[]| "\(.platform_name) \(.publisher_name)"' logs/ezpaarse.json|sort|uniq -c|sort -n
+go run main.go
 ```
diff --git a/go.mod b/go.mod
new file mode 100644
index 0000000..fde9a40
--- /dev/null
+++ b/go.mod
@@ -0,0 +1,3 @@
+module github.com/lehigh-university-libraries/ezproxy-log-analyzer
+
+go 1.22.5
diff --git a/main.go b/main.go
new file mode 100644
index 0000000..a53a1ae
--- /dev/null
+++ b/main.go
@@ -0,0 +1,194 @@
+package main
+
+import (
+	"encoding/json"
+	"fmt"
+	"io"
+	"log/slog"
+	"net/http"
+	"os"
+	"regexp"
+	"strconv"
+	"strings"
+	"time"
+)
+
+type EzpaarseLog struct {
+	Date               string `json:"date"`
+	Datetime           string `json:"datetime"`
+	Domain             string `json:"domain"`
+	City               string `json:"geoip-city"`
+	Coordinates        string `json:"geoip-coordinates"`
+	Country            string `json:"geoip-country"`
+	Latitude           string `json:"geoip-latitude"`
+	Longitude          string `json:"geoip-longitude"`
+	Region             string `json:"geoip-region"`
+	Host               string `json:"host"`
+	Identd             string `json:"identd"`
+	LogID              string `json:"log_id"`
+	Login              string `json:"login"`
+	Middlewares        string `json:"middlewares"`
+	MiddlewaresDate    string `json:"middlewares_date"`
+	MiddlewaresVersion string `json:"middlewares_version"`
+	OnCampus           string `json:"on_campus"`
+	Platform           string `json:"platform"`
+	PlatformName       string `json:"platform_name"`
+	PlatformsDate      string `json:"platforms_date"`
+	PlatformsVersion   string `json:"platforms_version"`
+	PublisherName      string `json:"publisher_name"`
+	Robot              string `json:"robot"`
+	Size               string `json:"size"`
+	Status             string `json:"status"`
+	Timestamp          int    `json:"timestamp"`
+	URL                string `json:"url"`
+}
+
+type Quicksight struct {
+	Date          string  `json:"date"`
+	Domain        string  `json:"domain"`
+	City          string  `json:"city"`
+	Country       string  `json:"country"`
+	Latitude      float64 `json:"lat"`
+	Longitude     float64 `json:"lng"`
+	Region        string  `json:"region"`
+	Platform      string  `json:"platform"`
+	PlatformName  string  `json:"platform_name"`
+	PublisherName string  `json:"publisher_name"`
+	Department    string  `json:"department"`
+	Role          string  `json:"role"`
+}
+
+// Function to check if a file exists
+func fileExists(filename string) bool {
+	_, err := os.Stat(filename)
+	return !os.IsNotExist(err)
+}
+
+// Function to save the response body to a file
+func saveToFile(filename string, data io.Reader) error {
+	file, err := os.Create(filename)
+	if err != nil {
+		return err
+	}
+	defer file.Close()
+	_, err = io.Copy(file, data)
+	return err
+}
+
+// Function to extract description
+func extractDescription(filename string) (string, string, error) {
+	data, err := os.ReadFile(filename)
+	if err != nil {
+		return "", "", err
+	}
+	// Use regex to capture everything in the second <td> tag
+	re := regexp.MustCompile(`<tr><td>Description</td><td>([^<]+)</td></tr>`)
+	matches := re.FindStringSubmatch(string(data))
+	if len(matches) < 2 {
+		return "", "", fmt.Errorf("description not found")
+	}
+	// Now, we have everything inside the second <td>
+	fullDescription := matches[1]
+
+	// Try to split it on " - " to separate category and description
+	parts := strings.SplitN(fullDescription, " - ", 2)
+	category := parts[0]
+	description := "unknown"
+	if len(parts) == 2 {
+		description = parts[1]
+	}
+
+	return category, description, nil
+}
+
+func main() {
+	ldapSearchServer := os.Getenv("LDAP_SEARCH_SERVER")
+
+	file, err := os.Open("logs/ezpaarse.json")
+	if err != nil {
+		slog.Error("Failed to open ezpaarse JSON. Did you run process.sh?", "err", err)
+		os.Exit(1)
+	}
+	defer file.Close()
+
+	// Decode the JSON file into a slice of EzpaarseLog
+	var logs []EzpaarseLog
+	if err := json.NewDecoder(file).Decode(&logs); err != nil {
+		slog.Error("Failed to decode JSON", "err", err)
+		os.Exit(1)
+	}
+
+	// Iterate over the logs and print some fields
+	visitors := []Quicksight{}
+	for _, log := range logs {
+		visitor := Quicksight{
+			Date:          log.Date,
+			Domain:        log.Domain,
+			City:          log.City,
+			Country:       log.Country,
+			Region:        log.Region,
+			Platform:      log.Platform,
+			PlatformName:  log.PlatformName,
+			PublisherName: log.PublisherName,
+		}
+		lat, err := strconv.ParseFloat(log.Latitude, 64)
+		if err != nil {
+			slog.Warn("Error converting string to float", "err", err, "lng", log.Latitude)
+			continue
+		}
+		lng, err := strconv.ParseFloat(log.Longitude, 64)
+		if err != nil {
+			slog.Warn("Error converting string to float", "err", err, "lat", log.Latitude)
+			continue
+		}
+
+		visitor.Latitude = lat
+		visitor.Longitude = lng
+
+		email := fmt.Sprintf("%s@lehigh.edu", strings.ToLower(log.Login))
+		filename := fmt.Sprintf("/tmp/%s.html", log.Login)
+		// Check if the file already exists
+		if !fileExists(filename) {
+			slog.Info("Querying LDAP")
+			// If not, make the HTTP POST request
+			resp, err := http.PostForm(ldapSearchServer, map[string][]string{
+				"cn": {email},
+			})
+			if err != nil {
+				slog.Error("Error making request", "err", err)
+				return
+			}
+			defer resp.Body.Close()
+
+			// Save response to STR.html
+			err = saveToFile(filename, resp.Body)
+			if err != nil {
+				slog.Error("Error saving file", "err", err)
+				return
+			}
+			time.Sleep(2 * time.Second)
+		}
+
+		// Extract and parse the description
+		role, department, err := extractDescription(filename)
+		if err != nil {
+			slog.Warn("Error extracting description", "login", log.Login, "err", err)
+		}
+		// Output the extracted values
+		visitor.Department = department
+		visitor.Role = role
+		visitors = append(visitors, visitor)
+	}
+
+	f, err := os.Create("ezproxy.json")
+	if err != nil {
+		slog.Error("failed to create ezproxy JSON", "err", err)
+	}
+	defer f.Close()
+
+	// Marshal the logs slice into JSON
+	encoder := json.NewEncoder(f)
+	if err := encoder.Encode(visitors); err != nil {
+		slog.Error("failed to encode JSON", "err", err)
+	}
+}
diff --git a/process.sh b/process.sh
index e4e3804..836f5e8 100755
--- a/process.sh
+++ b/process.sh
@@ -7,8 +7,10 @@ if [ -f aggregated.log ]; then
   rm aggregated.log
 fi
 
-for LOG in $(find . -name "ezproxy.log*" | sort -t. -k3 -rn); do
-    grep -v ezproxy.lib.lehigh.edu "$LOG" >> aggregated.log
+find . -type d -mindepth 1 | sort | while read dir; do
+    find "$dir" -maxdepth 1 -type f | sort -V -r | while read LOG; do
+        grep -v ezproxy.lib.lehigh.edu "$LOG" >> aggregated.log
+    done
 done
 
 curl -v -XPOST \