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Find one valuable AI workflow, choose the right stack, deploy it with human approval, and measure the result.

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Dapols

Forward-deployed methods, small-business scope

Forward-deployed AI, sized for a real workflow.

Dapols helps you find one valuable workflow, design the right model-agnostic stack, deploy it with human approval, and measure whether it increased revenue, reduced cost, or mitigated risk.

Find my first workflow Scope a pilot

01

Discover

Map the current process, owner, volume, friction, systems, data sensitivity, and baseline.

02

Design

Choose a model-agnostic stack, directional scope, exclusions, approvals, evaluation, and fallback.

03

Deploy

Implement one bounded workflow and compare it with the current process before go-live.

04

Stabilize

Document ownership, monitor the target metric, handle edge cases, and hand over maintainable artifacts.

Boundaries build trust

What the platform will not pretend to do

  • Replace an embedded engineer on complex enterprise systems
  • Accept credentials or sensitive customer data in a lead form
  • Execute high-impact actions without a named human approver
  • Promise compliance, security, ROI, or accuracy without validation
  • Act as open-ended staff augmentation with no business metric
  • Lock the workflow to one model or platform without a reason

Clear ways to start

Deployment Plan

$29 once

A self-service plan with workflow, stack, evidence, approvals, skills, and setup.

See details

Human-reviewed Blueprint

$199

A human reviews the workflow, assumptions, architecture, risks, metric, and directional scope.

See details

One-workflow FDE Pilot

$1,500 founding

Up to three standard SaaS integrations, approved handoff, and 14 days of stabilization.

See details

Questions and honest answers

What is forward-deployed engineering?

It is a hands-on delivery model in which technical people work closely with a customer to understand a real workflow, adapt technology to its constraints, deploy it, measure it, and leave maintainable artifacts behind.

Does Dapols replace a forward-deployed engineer?

No. Dapols productizes discovery, planning, evidence, workflow tracking, and monitoring for scoped small-business use cases. Complex enterprise systems, novel production code, regulated deployments, and high-risk decisions still need qualified people.

What does Dapols deliver?

Depending on the offer, you receive a ranked workflow, model-agnostic stack, dated price evidence, assumptions, prompts, skills, connectors, approval points, evaluation checklist, deployment steps, and handoff guidance.

When should I not use Dapols?

Do not use it as an autonomous operator for sensitive systems, a substitute for legal or compliance advice, or an open-ended engineering team. Start only when one workflow, owner, baseline, target, systems, and human approval path can be defined.

Further reading: OpenAI on enterprise AI deployment · AWS generative AI implementation guidance