The workflow is expensive or slow
Repeated handling, manual transfer, rework, or delayed decisions are visible, but the root constraint is not yet agreed.
Map the current work, compare the right intervention, define data and action boundaries, and leave with a pilot scope your team can evaluate before a larger commitment.
A small, paid first step
$300 USD / fixed scope
The Starter Blueprint is a focused assessment, not the full enterprise discovery package. You keep the written findings and do not have to buy implementation.
Any applicable taxes are shown separately in the quote. Scope, availability, payment terms, and dates are confirmed before you commit. Additional workflows or deeper investigation need a separate quote.
Not included: No code, prototype, live-system access, data cleaning, model benchmark, security/compliance audit, or implementation is included. One consolidated clarification round is included; new requirements are separately scoped.
When to start here
Repeated handling, manual transfer, rework, or delayed decisions are visible, but the root constraint is not yet agreed.
Teams have a list of agents, copilots, automations, or vendor options without a defensible order of investment.
The opportunity looks useful, but source quality, access, actions, approvals, and retention have not been mapped.
The demonstration works, while quality, integration, exception handling, operating cost, and ownership remain unresolved.
What you receive
The package states what is known, what remains an assumption, what is excluded, and which evidence is required before production.
People, triggers, records, systems, decisions, handling effort, failure points, exceptions, owners, and the result that should change.
Decision unlocked
Confirms whether the problem is valuable and bounded enough to pursue.
Candidate AI and automation interventions compared by business value, feasibility, data readiness, operating risk, and change effort.
Decision unlocked
Shows what to test first and what should remain manual or deferred.
Proposed interfaces, integrations, context sources, model or rule responsibilities, actions, approvals, monitoring, and ownership.
Decision unlocked
Makes the proposed system understandable before code or vendor commitment.
Representative cases, success and refusal expectations, integration assumptions, latency and cost checks, exception paths, exclusions, and rollout conditions.
Decision unlocked
Creates a buildable pilot brief and a clear production decision gate.
Example blueprint view
Illustrative workflow map
Not a generic architecture templateTrigger
Work enters
Context
Sources allowed
Decision
Rules and AI
Action
Tools bounded
Owner
Review and recovery
Protected by
Permissions, validation, approval, and refusal behavior
Measured by
Completion, quality, exception rate, latency, and cost
Operated with
Monitoring, replay, escalation, runbooks, and ownership
How the engagement works
Review existing notes, sample records, current systems, stakeholders, constraints, and any attempted solution before the working session.
Follow the work from trigger to completion, including exceptions, judgment calls, access boundaries, and manual recovery paths.
Test whether process redesign, deterministic automation, retrieval, an AI copilot, an agent, product changes, or no build is the most defensible move.
Turn findings into a workflow map, opportunity order, target architecture, pilot definition, acceptance evidence, assumptions, exclusions, and next-step recommendation.
Fit and boundary
Workflows, stakeholders, systems, artifacts, sessions, assumptions, and exclusions are agreed before work starts.
Discovery cost, implementation cost, and recurring model or infrastructure cost remain separate decisions.
A larger rollout follows only when the pilot's quality, operation, and business evidence support it.
Questions before discovery
One workflow, up to two existing systems, and up to two client participants. One 60-minute remote workshop and one 30-minute findings walkthrough. You receive a workflow map, option comparison, system sketch, and draft acceptance checklist. No code, prototype, live-system access, data cleaning, model benchmark, security/compliance audit, or implementation is included. One consolidated clarification round is included; new requirements are separately scoped.
Target: 3 to 5 business days after the workshop and receipt of the agreed inputs. The start date and delivery date are confirmed in the written scope. Allow about 30 minutes to describe the workflow and prepare up to five redacted examples, totaling no more than ten pages. Client preparation, the workshop, and the findings walkthrough total about two hours per participant, excluding the clarification round. Missing inputs or expanded scope can change the schedule.
No. It is useful for an enterprise business unit, a product team, or a founder when the workflow, data, integrations, and operating outcome need to be clarified before a meaningful build estimate or platform decision.
The core engagement produces a decision-ready scope rather than a production build. A small technical spike may be recommended when one uncertain integration, data source, or model behavior must be tested before the pilot can be scoped responsibly.
Only when the workflow and constraints justify it. The comparison can include deterministic automation, existing software, custom code, retrieval, model providers, agent frameworks, or keeping part of the work manual. The workflow comes before the tool.
A short workflow description, sample inputs and outputs with sensitive data removed where necessary, current tools, known delays or rework, responsible roles, relevant policies, and any prior pilot findings are useful. Perfect documentation is not required.
Yes. The deliverables are designed to support an internal team, another approved implementation partner, or a separately scoped ZamDev build. The workflow, decisions, assumptions, and acceptance evidence remain available to the organization.
The number of workflows, stakeholders, systems, sample records, workshops, and technical uncertainties are agreed before work starts. The written scope also states exclusions and whether any technical spike is included.
Share the current process, systems, stakeholders, constraints, and outcome. You will receive a direct reply on whether a Blueprint, technical spike, pilot, or simpler next step fits.