High-volume outreach is only as effective as the visibility behind it.

For industries that rely on phone-based communication to drive engagement — real estate, healthcare, finance — the ability to track what’s happening after every call is no longer optional. It’s critical to client trust, operational efficiency, and long-term growth.

A recent Salesforce report found that 71% of service professionals struggle to access real-time customer insights across channels. In environments where every interaction counts, outdated visibility models slow down decisions and make it harder to prove value.

A North America–based outreach firm specializing in real estate engagement faced this challenge head-on. Their clients received detailed call recordings and performance updates — but no clear, unified view of outcomes. That disconnect made it difficult to evaluate agent impact, track appointments, or optimize campaign performance.

Let’s take a look at how Coditas helped bridge that gap using AI, real-time integrations, and scalable dashboards. If your business runs on outreach and insight, this is a model worth studying.

Why Manual Processes Weren’t Enough Anymore

As the firm's outreach volume grew, so did the complexity of managing campaign data. Performance reports were generated manually. Updates were passed through spreadsheets. Reviewing a single campaign required switching between tools, call recordings, and static logs.

This fractured process created delays. Agents spent time assembling information instead of acting on it. Clients had limited visibility into outcomes. By the time insights reached them, decisions were already outdated.

There was no single, unified view of campaign performance or conversation outcomes. The reporting model couldn’t scale, and it couldn’t support real-time responsiveness. Without addressing this visibility gap, operational efficiency and client experience would continue to erode.

Two Problems, One Unified System

Improving visibility meant solving two connected problems. The firm needed a way for clients to monitor live campaign data without waiting on reports. They also needed a faster, more efficient method to understand what was happening in individual calls.

Coditas designed a single platform that solved both. The performance dashboard gave real-time access to campaign-level metrics, appointments, and activity logs. On the backend, an AI layer processed call recordings into context-rich summaries that eliminated the need for manual listening.

Instead of toggling across tools and formats, clients now had one view of everything — activity, outcomes, and conversation context.

Building the Performance Dashboard

The first layer of the solution was a centralized dashboard built for real-time campaign visibility. Coditas integrated directly with Kixie’s API to fetch live call data, including duration, timestamp, outcome, and agent, within seconds.

Access was role-based. Clients viewed only their campaign data; agents accessed performance-specific views. This reduced noise and maintained relevance.

Appointments were mapped geographically, providing a visual summary of regional engagement. Static tabs included scripts, team profiles, and follow-up workflows, bringing context into one interface.

The backend leveraged Amazon RDS for structured data and Amazon S3 for logs and documentation. API Gateway and Lambda managed routing and orchestration.

The result was a responsive system designed for clarity, speed, and scale.

Adding AI to the Mix: Turning Call Recordings into Instant Insights

While the dashboard tracked campaign activity, it didn’t address the core challenge of understanding what happened during calls. Reviewing recordings was time-consuming, and transcripts offered limited value at scale.

Coditas deployed an AI-driven call summarization layer to close this gap. AWS Transcribe converted recordings to text, which was then processed by Nova Micro, a lightweight LLM that generated concise, intent-aware summaries.

The pipeline ran on Amazon ECS, orchestrated through AWS Lambda, with inference delivered via SageMaker for low-latency performance. Summaries were integrated into the dashboard, allowing users to review key outcomes without listening to calls.

This enabled faster feedback loops and trend visibility across campaigns. Supervisors monitored patterns. Agents accessed insights instantly. Clients reviewed outcomes without delay.

The result was a second layer of visibility — precise, scalable, and designed to support real-time decision-making.

What Changed: Faster Decisions, Better Engagement, Less Overhead

The new system replaced fragmented reporting with real-time visibility. Tasks that previously required days of coordination could now be completed in seconds. Agents and clients accessed campaign data, call summaries, and appointment tracking without delay.

Manual reporting effort dropped by over 80 percent. Agents reallocated time from documentation to execution. Clients gained confidence in campaign performance, with 90 percent of pilot users actively using the dashboard each week.

Supervisors identified behavioral patterns and objection trends without compiling data from multiple sources. Follow-ups improved. Response cycles shortened. What began as a visibility enhancement evolved into a structured shift in how performance was measured, reviewed, and improved.

What Comes Next for the Client

With the core system in place, the client is preparing for its next phase of growth. The dashboard is being scaled to support over 500 clients with expanded analytics and role-specific features. New integrations are being developed to connect with additional platforms and CRM tools.

The AI layer will also evolve. Plans are in motion to introduce call-scoring models that assess tone, objection handling, and conversion potential. These insights will help prioritize leads, guide coaching, and inform content strategy across campaigns.

The foundation built by Coditas now serves as a launchpad — not just for operational efficiency, but for intelligence-driven outreach at scale.

Visibility Is No Longer a Nice-to-Have

For the partner organization, improving client visibility wasn’t about adding new features. It was about creating a system where insights could flow naturally, right from data to decision, from conversation to action.

The dashboard and AI layer didn’t just simplify reporting. They reshaped how outreach performance was tracked, understood, and improved. Every stakeholder gained clarity. Every interaction became measurable.

Coditas delivered not just a product but a long-term approach to solving information gaps in high-volume communication environments.

For businesses that rely on conversations to drive outcomes, this model offers something simple and rare — a way to move faster without losing sight of what matters.