Scoped Intelligence

PRACTICAL AI FOR SMALL AND MIDSIZE BUSINESS

How are you adopting AI?

Start with one bounded workflow—not a full-suite transformation. Scoped Intelligence helps your business put one useful AI-assisted process into operation under your data boundaries and IT rules, with human review and a clear handoff.

Launch your first AI workflow See what $2,500 includes

Your data boundaries · Your IT rules · Human review · Clear ownership

Small software studio.Big workflow gains.

LIVE AUTOMATION

THE WORK WRITES THE UPDATE.

Studio Pulse routinely records selected work from the tools and locations it has been authorized to observe.

At the end of the day, it reviews that record against a defined intent and drafts a short public-safe update.

Signal Machine sends the draft to Sergey for one-click APPROVE or DECLINE. Approve it, and the update is delivered to this site. Decline it, and nothing is published.

LATEST OWNER-APPROVED UPDATE

WEEK OF AUGUST 31, 2026

THIS UPDATE CAME FROM THE WORK ITSELF.

Our campaign-evidence automation now builds a public-safe review archive from observed material, including screenshots, evidence boundaries, checksums, and a validated package structure. We added synthetic-data safeguards and a clearly labeled fallback when browser access is blocked, without changing production workflows. This gives teams an auditable campaign handoff while keeping unsupported claims and live-system actions out of the package.

  1. AUTHORIZED WORK SOURCES
  2. RUNNING WORK RECORD
  3. END-OF-DAY ASSESSMENT
  4. PUBLIC-SAFE DRAFT
  5. APPROVE / DECLINE
  6. THIS SITE

Private work stays private. The website receives only the approved public-safe derivative.

A PRACTICAL START

AI matters. The first move does not have to be enormous.

Start with one recurring workflow, one accountable owner, one approved boundary, and one useful result your team can review.

Not sure where to begin?

Choose one recurring job and one useful result—not an AI architecture.

Concerned about sensitive data?

Define what the workflow may receive, what stays out, and who may review the result.

Waiting for IT or compliance?

Start inside one approved boundary and expand only after the operating path is understood.

Want proof before a broad rollout?

Test representative work, hold exceptions for people, and make the handoff inspectable.

START WITH WHAT YOU ALREADY KNOW

For $2,500, move from exploring AI to using it in one real, governed workflow.

FIRST AI WORKFLOW

$2,500one-time

One tested, operating, customer-owned AI-assisted workflow with defined boundaries and a documented handoff.

Launch your first AI workflow

What the engagement can include

  • One approved recurring workflow
  • Customer rules and review boundaries
  • Approved account or source connections, when applicable
  • Representative testing and exception review
  • Named owner/operator training
  • Operating documentation and handoff
The fit condition

An existing proven operating path must fit without material new Machine Core development. The price reflects reuse of a tested path—not a lower-quality result.

SUITABLE WORK

Look for work that keeps returning.

Good first workflows are repeated, bounded, reviewable, valuable, and inexpensive to correct. These are ideas, not a public catalog of ready machines.

Intake and triage

Organize recurring requests, prepare a review-ready brief, and keep the actual reply human.

Document comparison

Compare approved records, preserve evidence, and hold ambiguity for a named reviewer.

Renewal preparation

Gather changes, surface open questions, and prepare a decision packet without making the decision.

Release and publishing

Move approved work through controlled checks, publishing gates, receipts, and clear ownership.

Explore Workflow Ideas

DEFINED BEFORE DEPLOYMENT

Work under your IT rules—not around them.

Instead of asking IT to accept a broad platform first, define one approved boundary together. Compliance concerns? We can move at your pace.

Approved data only

Name the sources, exclusions, retention, and people allowed inside the workflow.

Defined model and tool access

The system receives only the access needed for the bounded job.

Human review where required

Commitments and consequential actions stay behind the agreed approval point.

Customer-controlled accounts

Use customer provider accounts and credentials where practical, with no hidden broad access.

Customer policy and approval, third-party platform behavior, Scoped controls, and residual risk remain distinct. No workflow is represented as universally compliant or risk-free.

IN PRACTICE

Real systems. Visible limits.

Founder-built operating proof shows what each system produces, what remains human, what was directly observed, and where the boundary still sits.

OWNER PILOTCOMMERCIAL OPERATIONS

Document Desk

Document Desk turns recurring commercial correspondence into traceable work: routine facts are reported, material consequences are held for an owner decision, and controlled document drafts are prepared with source context intact.

Current product UI separates routine updates from material owner decisions, keeps source evidence beside the proposed effect, and prepares a numbered review-ready quote.

Current limitation: Owner pilot, not a formally sealed release. This capture did not exercise Gmail access, real attachment retrieval, customer delivery, automatic commercial commitments, or a live material change.

Review proof and limitations
Document Desk dashboard showing one auto-handled business update, eight items needing an owner decision, and the original synthetic email expanded below the reported result.
A populated local dashboard reports one routine business update while keeping eight material consequences in Needs My Decision.
OPERATING INTEGRATIONEXPLICIT APPROVAL

Studio Pulse Live + Signal Machine

Studio Pulse Live turns selected work evidence into a bounded public-safe proposal. Signal Machine presents the exact proposal for approve or decline; Studio remains the durable producer and controls any accepted receiver attempt.

Studio's durable history records an exact approval and one accepted receiver attempt whose text matches the captured public page; a historical decline records zero receiver attempts.

Current limitation: The running Studio process's exact source commit, the production receiver row, and the current website build identity were not observed. Raw images can remain during active or retryable work and are deleted after durable terminalization or explicit discard—not immediately.

Review proof and limitations
Three-panel evidence view showing a Studio local proposal, a Signal approval screen, and the resulting public website update.
Composed evidence overview: synthetic current Studio and Signal interfaces plus the current public result.
Scoped Intelligence live automation section explaining the approval flow and showing the latest owner-approved update.
Current public page captured read-only on September 3, 2026; the approved text matches Studio's accepted record.
DIGITAL ENGINEERINGOWNER-REVIEWED OUTPUTS

CAD Factory

CAD Factory turns an approved product definition into organized multi-part CAD outputs, assembly views, reusable STEP and STL files, validation evidence, and a traceable review package.

Existing build evidence shows six unique part definitions, a three-module assembly, reusable STEP and STL exports, 34 organized review candidates, and deterministic digital validation.

Current limitation: Physical fit, slicer behavior, G-code, production printability, final lattice selection, and lattice integration are not observed. Digital checks do not guarantee manufacturability.

Review proof and limitations
Isometric CAD render of a dark three-level modular tower with arched legs and open lattice side panels.
An owner-created three-module tower assembled from CAD Factory outputs.
See all systems in practice

OTHER PATHS

Different uncertainty calls for a different engagement.

AI OPPORTUNITY & DEPLOYMENT PLAN

$3,500 fixed

Choose the first workflow before building it.

This is a professional workflow study and implementation plan—not a software deployment.

  • Current-workflow and failure map
  • Ranked opportunities and boundaries
  • Recommended first workflow
  • Phased implementation and budget direction

NEW WORK MACHINE COMMISSIONING

From $7,500

Commission meaningful new product work.

Use this path when the workflow is known but requires new logic, interfaces, evidence, evaluations, review rules, action controls, or acceptance tests.

The deciding factor is new product work—not whether this is your first or a later deployment.

Multiple connected workflows and broader custom systems are scoped separately.

OWNERSHIP & HANDOFF

Understand the operating path. Keep control of the relationship.

Customer data stays inside the approved engagement boundaries. Customer provider accounts and credentials remain customer-controlled where practical.

You receive configuration, operating documentation, acceptance evidence, training, and a clear handoff. Optional managed support is not a forced subscription.

No hidden data reuse

Customer information is not quietly repurposed into another product or marketing list.

No automatic support lock-in

You can discontinue optional support without automatically losing the commissioned workflow, subject to the contract and third-party platform requirements.

Rights stated clearly

Customer-specific configuration and handoff are distinguished from reusable foundations, connectors, and general methods. The signed agreement controls exact rights.

SMALL SOFTWARE STUDIO

Small software studio.
Big workflow gains.

Direct access to the accountable person.

Sergey Korchagin, Founder, Scoped Intelligence, works directly with the customer and remains accountable for scope, boundaries, evidence, and handoff.

Founder-led by an engineer with 25 years of industrial experience, the studio starts narrow, works closely with customer IT, and does not force expansion into a broad suite.

LAUNCH YOUR FIRST AI WORKFLOW

Describe the work—not the technology.

Tell us what repeats, what arrives, what the team produces, where delay or rework appears, and which decision must remain with a person.

A person reviews every inquiry and owns the actual reply. Do not submit confidential, regulated, payment-card, health, or client-identifying data.

A person reviews every inquiry. We aim to reply within one business day.

Site activity is measured using content-free first-party analytics and Cloudflare Web Analytics. Form content, email addresses, advertising identifiers, and cross-site identity are not included. Read the privacy notice.

Privacy notice for this form

Who and why. Scoped Intelligence operates this site and controls the contact information collected here. We use it to review your request, prevent abuse, decide whether there is a useful next step, respond, and keep a reasonable business record of the conversation. We do not add you to a marketing list.

What is collected. The form collects the fields you enter. For abuse prevention, it also stores a one-way connection hash and limited browser technical information.

Service providers. Cloudflare hosts the site and Turnstile performs an anti-automation check. OpenAI receives your name, organization if provided, desired start, workflow description, and optional context—but not your email address—to classify, summarize, and prepare a suggested reply for human review. Google Workspace sends a fixed receipt and owner notification and, when AI preparation succeeds, creates an optional private draft for the owner to review, edit, and send. No scheduled digest or automatic substantive reply is used. These providers may process data outside your country, and this site does not offer data residency.

Retention and control. Information is kept while it is reasonably needed to review and respond. Website copies of contact submissions, including AI-prepared summaries and draft content, are marked for deletion after 180 days and removed by a bounded maintenance pass triggered by later form activity. Earlier file uploads are not imported into this system, and new file uploads are not accepted. A private Gmail draft remains until the owner sends or deletes it. Sent correspondence becomes a business record in Google Workspace. You may use this form to ask for earlier access, correction, or deletion; start the workflow field with “Privacy request.” Rights vary by location.

Boundaries. AI does not decide eligibility or send the actual reply. Do not submit confidential, regulated, payment-card, health, or client-identifying data. This site is not directed to children under 13 or the applicable age of digital consent.

Read the full Scoped Intelligence Privacy pagefor the implemented intake, provider, analytics, retention, deletion, request, and human-review boundaries.