Technology belongs inside the real operating environment.
FORWARD-DEPLOYED AI ENGINEERING
One difficult workflow.
Engineered into operation.
Forward-deployed engineering is how Ariftly fits its workflow software to the systems you already use. Engineers define the boundary with your team, integrate the tools and validate the result.
WORK WITH THE REAL SYSTEM
From first constraint
to a controlled handover.
A model demo is a small part of the work. Production also needs source access, integrations, exception handling, validation and clear ownership. A forward-deployed engineer stays close to the people doing the work so those details shape the implementation.
We begin with one bounded problem and a measurable outcome. Your team remains involved at the decisions that need domain judgment.
Read the six-stage operating frameworkTHE DELIVERY PATH
A defined scope.
An accountable result.
Each stage produces an artifact your team can review before the next decision.
- 01
Understand the work
Map the current workflow, source systems, exceptions and the people who own the decisions.
- 02
Define the result
Agree a bounded scope, acceptance evidence, access requirements and a useful success measure.
- 03
Build in context
Connect the existing systems and combine software, AI and human review where each belongs.
- 04
Verify and hand over
Test normal and failure paths, review consequential actions and prepare the workflow for operation.
WAYS TO START
Choose the work
you need done.
A specific workload gives us a clearer scope and a faster path to useful evidence.
Modernize a SQL workload
Inventory dependencies, prepare candidate transformations and compare representative outputs.
Explore the workflow 02 / EXAMPLE SCOPEConnect a trading partner
Translate partner requirements into mappings, test exchanges and an owned exception path.
Explore the workflow 03 / EXAMPLE SCOPEAutomate a technical workflow
Turn repetitive analysis or document work into a reviewable process across your tools.
Explore the workflowARIFTLY FORGE / PRODUCT DIRECTION
Engineering around
the product.
Ariftly Forge is the workflow transformation experience we are developing. The local SQL modernization V1 is its first domain foundation; forward-deployed engineering adapts and integrates the work in each customer environment.
Explore Ariftly Forge- Customer-controlled execution direction
- Workflow-specific logic and configuration
- Deterministic validation and human approval
- Reviewable artifacts and handover
START WITH ONE WORKFLOW
What is slowing
your technical team down?
Bring the current process, a representative example and the outcome that would make it worth changing.
Book a discovery call