Working product tool · system architecture

AI Systems blueprint lab

Choose one or more outcomes, use practical presets or write in what you know, skip what you do not, then keep a structured first build, architecture, controls, evidence plan, and production-gap record—or explicitly share it with contact details for Arian's review.

Status
Working demo
Date
July 2026
Role
Agent Layer product strategy, system architecture, deterministic planning logic, interface design, implementation, and QA
Context
Public Agent Layer planning tool using deterministic browser-side generation. Optional AI refinement is bounded, explicit, and non-essential; contact details and the blueprint are persisted only after a separate consented follow-up submission.
Stack / direction
Next.js · React · TypeScript · Local deterministic state · Cloudflare D1 lead handoff
AI Systems Lab interface showing the guided multi-outcome blueprint builderAgent Layer working demonstration
01

Problem and constraints

Buyers can recognize that AI might help but still lack a usable map of the first workflow, data, integrations, controls, evidence, and production decisions.

  • The core result must work without an AI provider
  • Visitor context cannot be submitted or retained automatically
  • Contact storage requires explicit privacy and reply consent
  • Recommendations must expose limitations and production gaps
02

Key decisions

Make the smallest useful system visible before scope expands.

  1. 01

    Require only a useful business outcome

  2. 02

    Offer presets, optional write-ins, and explicit skip paths for discovery context

  3. 03

    Generate one deterministic recommendation and four-stage system map

  4. 04

    Make every result copyable and downloadable before any sharing decision

  5. 05

    Offer a separate consented follow-up form with durable storage, deduplication, abuse controls, and protected staff retrieval

03

Architecture

From business context to a four-stage implementation blueprint.

  1. 1Multi-outcome selection
  2. 2Guided organization and workflow context
  3. 3Deterministic blueprint engine
  4. 4Visitor-owned exports
  5. 5Consented D1 lead handoff
04

Evidence currently available

Functional blueprint builder

The public route generates a localized blueprint with a recommended solution, smallest first build, journey, four stages, data, integrations, controls, evidence, gaps, and next decisions.

Source: Local Agent Layer implementation and Playwright coverage · 2026-07-15

Privacy and provider boundary

Deterministic generation is local and complete. Copy, downloads, optional AI refinement, and contact handoff occur only after explicit visitor actions; lead storage additionally requires privacy and reply consent.

Source: Public interface disclosure, schema, and implementation · 2026-07-18

Durable human-review handoff

The optional form stores normalized contact details, source, consent, and the selected blueprint in D1, returns a durable lead ID, deduplicates retries, rate-limits abuse, expires records after 180 days, and exposes records only through a protected operator API.

Source: Lead schema, D1 migration, Worker routes, privacy notice, and regression coverage · 2026-07-18

Confidentiality: No visitor description or blueprint is retained automatically. A follow-up record is stored only after explicit privacy and reply consent; it excludes marketing consent, uses hashed abuse identifiers, and expires after 180 days.

05

Contribution and transparency

Arian's contribution

  • Product framing
  • Capability model
  • Deterministic blueprint rules
  • Interface implementation and testing

Assistance and platforms

  • AI-assisted development tools used under Agent Layer direction and review
  • Phosphor icon library

No client delivery or external team contribution is claimed for this self-initiated demonstration.

Next verified step

Evaluate blueprint and lead quality with representative operators, connect an approved private notification or CRM adapter, and measure response and qualification only after the public funnel is released and operated.