Where teams get stuck.
Some enterprise AI workflows repeat across companies, but off-the-shelf products rarely match the data, policy, and operating reality of the work.
ArqAI Platform
Vertical Acceleration
Use proven accelerator patterns for repeatable workflows like claims, fraud, AML, loyalty, network operations, service workflow, and supply chain risk.
Overview
What this service is.
Vertical Acceleration starts you closer to production. We begin from proven accelerator patterns for recurring enterprise workflows, then adapt them to your data, policies, users, and success metrics — so speed never comes at the expense of fit.
40%Less blank-page build time
8Accelerator lines
1Customized operating model
What changes with ArqAI.
We start from reusable accelerator patterns, then adapt the workflow to your systems, policies, users, and success metrics so speed does not come at the expense of fit.
Built for production
We start from reusable accelerator patterns, then adapt the workflow to your systems, policies, users, and success metrics so speed does not come at the expense of fit.
Capabilities
What the engagement delivers.
Bespoke engineering around your data, systems, and controls — not a generic model wrapper.
Accelerator fit assessment
We match your workflow to the nearest proven pattern and name exactly what must change.
Pattern adaptation
We tune the workflow, data model, and rules to your environment, not a template.
Policy & routing configuration
Review, routing, and escalation rules are configured to your operation.
Client-specific evaluation
We measure against your metrics and acceptance criteria before rollout.
Portfolio rollout
One successful workflow becomes a repeatable, expandable pattern.
What you get
Concrete deliverables.
Artifacts your business, technology, and risk owners can use — built for production, not the shelf.
- Accelerator fit assessment
- Workflow and data adaptation plan
- Configuration of policy, routing, and review rules
- Integration with client systems and knowledge sources
- Evaluation against client-specific success metrics
- Rollout plan from first team to broader adoption
Use cases
Where it earns its place.
Known-pattern workflows
Claims, FWA, financial crime, loyalty, service ops, and supply chain.
Faster first release
Cut blank-page build time with reusable architecture.
Repeatable portfolio
Scale one win into many across teams and units.
Integrations
Wired into the stack you already run.
We start from reusable accelerator patterns, then adapt the workflow to your systems, policies, users, and success metrics so speed does not come at the expense of fit.
ArqAI accelerator libraryIndustry core systemsData & knowledge sourcesGovernance & review toolingBI & reporting
Fit signals
When this service fits.
- Your workflow maps to a known ArqAI accelerator
- Speed matters, but the operating context is still specific
- The team wants reusable architecture rather than a one-off build
- The workflow needs a reusable starting point with services depth
More of the platform
Explore the rest of the service line.
Start closer to production.
We will show which accelerator is nearest to your workflow, what must be customized, and where a bespoke build is still the better answer.