AUTOMATE THE WORK
YOUR TEAM SHOULDN'T BE DOING
A pattern we see over and over: the truth lives in your systems of record, and people are the integration. We engineer the workflow itself — orchestration across systems, approval gates where judgment matters, exception handling, and an audit trail you can stand behind.
If your team re-keys orders between systems, chases approvals in email, or rebuilds the same report every week — this is that work.
For more than a decade, ClearSummit has built production software for major corporations and startups. AI increases the team's leverage; clients are still buying accountable product judgment and execution.
Identify the First WorkflowFive moves, one system
Connect first, then orchestrate — the later moves only work when the earlier ones hold. An engagement is usually two or three of these, not all five.
01
Connect your systems of record
CRM, ERP, warehouse, accounting, legacy databases — the systems that already hold the truth about your business. Connecting them properly is what replaces five exports with one answer.
02
Orchestrate the workflow across them
Automation handles a task; orchestration runs the process — handoffs, routing, approval gates, and an exception queue for the cases that need a person. Work moves without somebody pushing it, and the exceptions surface instead of disappearing.
03
Make the data dependable
Data pipelines and decision support: numbers that refresh themselves, mean the same thing every week, and carry their definitions with them. Leadership stops re-litigating whose spreadsheet is right.
04
Add AI where it earns its place
Classification, extraction, drafting, recommendation — where a model genuinely helps. Always with a named person who can approve, reject, or escalate the result, and observability and audit trails so you can see what it did and why.
05
Build the product when the workflow needs one
Some workflows deserve real software — customer-facing or internal. We build it as a product with an owner, not a patchwork of connectors that nobody can maintain.
Where off-the-shelf automation breaks down
Simple automations are useful, and we recommend them when they are enough. Business-critical workflows need exception paths, security boundaries, observability, and a measure of success — the difference shows up after the demo.
Demo-first automation
Production-minded automation
From one workflow to production evidence
We define the business measure and operating constraints before we build, then expand only after the first workflow proves useful.
Workflow Opportunity Review
DiscoverWe map the work, quantify the current baseline, identify failure modes, and decide whether AI is actually the right tool.
Blueprint & Success Criteria
DesignData flows, integrations, who approves what, security boundaries, operating ownership, and the evidence required to proceed.
Focused Production Pilot
ProveOne valuable workflow built with testing, monitoring, and fallbacks — then compared against the baseline.
Scale What Works
ScaleHarden the workflow, expand coverage, document operations, and transfer the knowledge to your team.
Where this work shows up
DTC & eCommerce
Orders, returns, inventory, and customer service that span storefront, warehouse, and accounting.
Professional services
Client intake, document processing, billing, and compliance workflows for law, accounting, and consulting.
Agencies & service businesses
Onboarding, project coordination, and reporting that currently lives in five tools and one person's head.
Healthcare & wellness
Intake, scheduling, and verification — carefully governed, with audit trails.
Logistics & operations
Shipment state, exceptions, and coordination across carriers, warehouses, and ERPs.
Customer-first companies
Support triage and response drafting with a person approving what goes out.
Operations software is the older half of this work. These are systems ClearSummit built before AI was the mechanism, and they are the kind of thing an automated workflow has to live inside.
Related work
Find the first workflow worth proving.
Tell us where time, quality, or visibility is being lost. We'll help frame a measurable first step and the risks it needs to address.