Chordia

One year of building Compass, together

In July 2025, Chordia engaged Apptware to accelerate the buildout of Compass, its Interaction Intelligence platform for sales and CX teams.

Chordia is a US-based software company co-founded by Mehul Vora and CTO Joel Wilson.

The Partnership

Chordia's mission is ambitious. Give every sales and CX team ground-truth visibility into what's actually happening in their customer conversations.

Ground-Truth Visibility

Compass ingests interactions across voice, chat, email, and meetings, runs 300+ signals across 80+ languages, and turns unstructured conversation data into coaching, compliance, and revenue insight.

A True Extension

Four Apptware engineers, including a dedicated project manager, function as a true extension of Chordia's product team. Not a vendor. Not a staff-aug arm. A pod that ships Chordia's roadmap alongside its US-based leadership.

Velocity & Discipline

Building a platform of that scope requires velocity, discipline, and an engineering culture that treats the product as its own. Apptware brought all three.

Compass performance dashboard

Measurable quality — the same visibility principle behind every card above, in product.

Why the Fit Works

Two cultural fits made the difference

01.

Indian-American, Indian offshore, one team.

Mehul, an Indian immigrant, observes the same holidays the Apptware team does. When they're off, he usually is too. That shared calendar shows up in the small stuff: no surprises, no explaining. Overnight commits from India land in the US morning. Standups compress a full day of iteration into a single 24-hour cycle. What could have been a traditional outsourcing arrangement became a genuinely distributed product org.

02.

A direct line to the CTO.

Joel Wilson works with the Apptware pod daily. Design decisions, architecture reviews, code reviews, sprint planning: Joel and the Apptware team operate as one leadership unit. That trust is why the pod owns real product surface area, not just tickets.

The Evolution

The most interesting part of this partnership is how the team's craft has evolved.

What began as one developer writing code is now a small team directing a fleet of agents against a shared roadmap. Commit rate has grown over 300% month-over-month since Claude Code and the broader agent adoption, with no drop in code quality.

01

Specs in, code out

When the engagement started in July 2025, the work looked like traditional development: specs in, code out.

02

Chat-assisted development

Within months, the team moved to chat-assisted development, using LLMs to pair-program, review, and accelerate delivery.

03

Claude Code as a core workflow

By the second half of the engagement, the pod adopted Claude Code as a core part of their workflow — directing agentic tools and reviewing their output.

04

A fleet of AI agents

More recently the pod stood up an internal roster of AI agents handling high-leverage functions across engineering, ops, and go-to-market.

Specs in, code out — traditional web development
Chat-assisted development — LLM pair programming
Claude Code directing agentic coding tools
A fleet of AI agents across engineering, ops, and go-to-market

Build vs. Integrate

A platform like Compass lives or dies on judgment calls about what to build and what to plug into.

The Apptware pod, led by Joel, has consistently made the right ones — keeping the interaction intelligence layer, the actual IP, fully owned by Chordia.

Chordia × Apptware

Integrated

CCaaS platforms

Five9, Genesys, Zoom, and others for conversation ingestion

SSO providers

For enterprise identity

CRM systems

For account and deal context

Built In-House

Coaching & ticketing

Workflows purpose-built for Compass

Role-based access control

Tuned to how sales and CX orgs actually operate

Analytics & dashboarding

The layer that surfaces Compass's signals

The Platform

What the pod actually shipped.

Performance dashboards, agent-level coaching insight, and evaluation tooling — built to surface signal across thousands of conversations at once.

Compass session detail — Compass Score, CSAT, and resolution breakdown
Project setup — configurable columns for sessions data
Performance table — agent, supervisor, calls, baseline, lift, and score

What Compass Delivers

Compass is producing real customer outcomes.

National automotive retailer
Sales coaching
20%
Increase in Monthly Sales
Using Compass to coach sales conversations at scale, driving a 20% increase in monthly sales.
B2B SaaS company
Product launch
10x
New-Product Revenue
Deploying Compass to align messaging and objection handling around a new product launch, achieving a 10x increase in new-product revenue.
Engineering velocity
Commit rate
300%
Month-over-Month Growth
Commit rate has grown over 300% month-over-month since Claude Code and the broader agent adoption, with no drop in code quality.

These are Chordia customer outcomes, and the pace at which the platform can support new use cases like these is a direct function of the engineering partnership behind it. Compass is now used by sales, CX, and contact center operations to evaluate 100% of their conversations, surface risk in near real time, and coach with evidence instead of anecdote.

A year already

July 2026 marks the one-year anniversary of Chordia and Apptware working together. What started as a build engagement is now a shared operating model: a US product and go-to-market team, a Pune engineering pod, one roadmap, one product. The partnership with Apptware is a big reason Chordia has been able to move at the pace it has.

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