Process and data
Start from the actual workflow and data model, not a generic feature list.
BUSINESS AUTOMATION
Turn remembered routines into governed, trackable workflows
Connect CRM, email, forms, approvals, and internal tools with clear state, ownership, exceptions, and logs—automating low-risk steps while keeping high-risk actions under people.
Discuss an automation workflowWHAT YOU GET
Start with a real workflow and a measurable pilot.
Permissions and approvals
Automate low-risk steps while keeping high-risk actions under human approval.
Operations and improvement
Track executions, errors, cost, and outcomes so the workflow keeps improving.
WHO THIS FITS
A useful engagement starts with the right problem.
Copy-and-paste workflows
Information moves repeatedly among email, spreadsheets, CRM, chat, and admin systems.
Tasks depend on memory
There is no shared state, owner, reminder, or exception process.
Systems exist but are disconnected
Individual tools work while cross-system operations remain manual.
THE CURRENT GAP
What has to change before technology creates value.
Invisible workflow
Managers cannot see where work is blocked, who it waits for, or why it failed.
Repetition consumes judgment
Teams spend time entering, checking, and reminding instead of working with customers.
Automation stops on exceptions
Without retries, human fallback, logs, and responsibility, production use feels unsafe.
HOW WE WORK · FDE
Forward Deployed Engineering: from operational reality to production
DEW works directly with customer business and technical teams to define the problem, connect real data and systems, build the smallest useful production loop, and improve it through adoption and operating feedback.
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01 / Discover in context
Interview the live workflow and map steps, roles, systems, waiting points, and exceptions.
Workflow · users · constraints -
02 / Scope the deployment
Define state, fields, system boundaries, read/write permissions, approvals, and the minimum closed loop.
Scope · risks · acceptance -
03 / Build the smallest useful loop
Connect the highest-value segment first with a usable interface and a human handling path.
Working loop · human fallback -
04 / Deploy into production
Integrate, test, release, and monitor exceptions with clear owners and recovery paths.
Release · ownership · exceptions -
05 / Drive adoption and iteration
Track success, failure, time, and business outcomes, then keep improving after launch.
Usage · feedback · improvement
ACCEPTANCE
Define success before expanding scope.
Clear state
Every task has a status, owner, waiting condition, and next step.
Recoverable exceptions
Failures create alerts, retries, or human work instead of disappearing.
Measurable result
Manual time, volume, errors, and response outcomes can be compared.
BOUNDARIES
What this engagement does and does not promise.
No automation for its own sake
Low-frequency, highly variable, or high-accountability work may need process or interface changes first.
No bypassing security controls
Every system connection, account, permission, and data flow requires authorization.
No full-system replacement by default
Connect existing tools, prove value, then decide whether deeper rebuilding is justified.
FAQ
Questions teams ask before starting.
Must we replace our CRM or ERP?
Usually not. We first assess interfaces, imports, exports, and actual usage problems.
Which workflow should go first?
Frequent, reasonably stable work with clear inputs, outputs, repeated transfer, and observable results.
What if an API is unavailable?
Files, email, databases, RPA, or process changes may work, with stability and maintenance tradeoffs made explicit.
Do people remain in the loop?
Yes. People own exceptions, judgment, relationships, and approvals; systems own repetition, records, and reminders.