
Legacy data is the bottleneck. We instantly ingest and structure your unstructured documents to test RAG feasibility during the workshop phase.

We don’t just deploy; we govern. We use Olive to establish the operational guardrails that monitor model performance, drift, and cost from Day1

We automate the testing of your PoC’s reliability, accuracy, and compliance, cutting validation cycles by 60%.

We don’t guess about capability. We audit your team’s readiness to maintain the AI we build, identifying skill gaps instantly.
Global Technology Client • Strategic Intelligence Systems • Multi-Region
How we turned Salesforce into the center of gravity for ops and automation
Disconnected systems led to data silos, manual processes, and poor visibility across sales, finance, and operations.
Transformed Salesforce into the integration and automation backbone — connecting Shopify, Stripe, DocuSign, Slack, BigQuery, and more.
Faster sales cycles, real-time financial tracking, centralized contract flow, and a scalable data foundation for future growth.
This client needed Salesforce to do more than just manage leads and deals. They wanted it to be the operational hub — seamlessly connected to everything from e-commerce and payments to contracts, reporting, and communications.
We partnered with their internal stakeholders to make it happen — designing and deploying an end-to-end architecture that integrated Shopify, Stripe, DocuSign, BigQuery, and Slack into Salesforce, while also building automation to streamline day-to-day processes.
Sales reps were manually creating Salesforce Opportunities from Shopify orders — a process prone to delays and errors.
We built an automated pipeline using Shopify webhooks and REST APIs that synced customer data, product variants, discounts, shipping info, and refunds — even handling complex nested structures and edge cases. Each order was traceable, deduplicated by ID, and fully mapped to the right objects.
Impact:
E-commerce activity now flows directly into Salesforce. Reps have full visibility and account managers move faster with real-time data.
The goal was simple: track payments and financial events inside Salesforce.
We set up a webhook-based integration to capture payments and refunds as they happened. Our custom logic mapped transactions to Opportunities and Accounts while preventing duplicates and ensuring data integrity.
Impact:
Finance and sales teams now track revenue in one place — no more jumping between dashboards.
Contracts were being managed manually — leading to missed signatures, delayed stages, and version control issues.
We automated contract generation and delivery through DocuSign, triggered by Opportunity stage changes. Envelope status updates flowed back into Salesforce in real time, with signed documents automatically attached to the relevant records.
Impact:
Contracts go out on time. Nothing gets lost. Teams know exactly where each deal stands.
To improve team responsiveness, we built a Slack integration that alerts stakeholders based on deal status, contract updates, or custom triggers. Each message included direct record links and relevant context.
Impact:
Better coordination. Fewer delays. Sales and ops teams now move together.
We also implemented branded email templates in Salesforce for customer-facing updates — like contract changes or payment confirmations — triggered automatically by key events.
Impact:
Clear, consistent communication at scale — without manual intervention.
BigQuery was the company’s analytics backbone, but Salesforce needed to stay in sync.
We built a scheduled Apex job to query BigQuery daily, ingesting external data into custom Salesforce objects. The integration was secure, efficient, and deduplicated — ensuring consistency between platforms.
Impact:
No more manual data fixes. Salesforce stays current and accurate — with BQ as the source of truth.
Business logic around GL codes, revenue share, and field population was scattered and inconsistent.
We implemented flexible, rule-driven logic using Apex and custom metadata. The system supported complex conditions, default fallbacks, and bulk processing — without hitting governor limits or requiring hardcoded rules.
Impact:
Accurate data. Better financial reporting. A scalable approach ready for future changes.
Let’s talk through your delivery setup and whether we can help.
Let’s talk through your delivery setup and whether we can help.