Choose the template
In the current prototype, a person selects the version. The approved structure sets the boundaries.
INTELLIGENT DOCUMENT PREPARATION / IN DEVELOPMENT
From source information to a reviewed document draft.
Smart Agreement Generation Engine (SAGE) is being designed to turn scattered source information into carefully reviewed drafts. The vision spans structured documents and template-based workflows—with local processing, clear checks, traceable facts, and human control.
Designed around your organization. Human approval at every consequential step.
01 / REVIEW WITH CONTEXT
sagePreparation workspace● ● ●
FINANCIAL REVIEW
Review requiredEvery amount accounted for.
Funding sourceAmount · CAD
Program contribution$43,500.00
Organization cash$8,000.00
In-kind contribution$4,000.00
Calculated total$55,500.00
A $500.00 difference needs review
The stated budget total is $55,000.00.
SOURCE · Fictional budget / stated totalExact arithmetic. Visible evidence.Approval pending →
ILLUSTRATIVE INTERFACE / FICTIONAL DATA
Clarity in the details.Control at every step.
Local processingTraceable informationHuman approvalPreserved templates
The work behind the document
A document is only as clear as the information behind it.
Budgets in one place. Descriptions in another. Missing facts, conflicting totals, and a template that needs to stay intact.
SAGE is being developed to bring these decisions into a structured review process—so the path from source information to draft is easier to follow and examine.
Meet the product →A deliberate sequence
Prepare. Check. Review. Assemble.
Make the facts visible
Amounts, missing information, and source locations become reviewable.
Keep people in control
Corrections and approvals come before a controlled draft preview.
The prototype demonstrates this sequence using fictional data and synthetic template shells.
Designed for careful work
Confidence comes from control.
Calculations you can inspect
Exact-decimal demo checks compare stated and calculated totals. Production rules will require explicit definitions and validation.
Facts with a source
Source references distinguish bundled information from reviewer-entered corrections.
Approval with intention
Explicit reviews gate the nonlegal preview. Changes clear approvals so stale decisions cannot carry forward.
A template stays a template
Versioned templates and controlled mappings guide assembly. Faithful Word output remains a development goal.
Security is a product priority
Keep information close.
Keep control with people.
An organizational workflow, with deliberate boundaries around documents and decisions.
SAGE’s direction combines controlled document processing with a place in your organization’s wider workflow. Future deployment may include managed workstations and services within an authorized corporate network, with approved connections to existing systems. The current prototype uses manual template selection and human approval of consequential changes.
Local processing does not mean an isolated computer. Enterprise connections would follow explicit permissions and data boundaries, without cloud AI fallback, document telemetry, or unapproved synchronization. Today’s fictional-data prototype has no network integration; organizational access, storage protection, retention, and recovery remain to be designed and verified.
Explore security & review controls →Different documents. Shared preparation challenges.
Your documents.
Your standards.
Designed to grow around the way your organization works.
Contracts, proposals, reports and internal approval documents can involve different information and review needs. The broader vision is a configurable workflow built around a maintained, versioned template.
SAGE’s intended approach brings your maintained templates, required information, relevant validation rules, and review practices into a structured organizational workflow. Approved enterprise connections could bring relevant records into review and return reviewed outputs to your existing systems. Configuration, integrations, and broader use cases remain development work; today’s prototype demonstrates a fictional agreement scenario.
Explore workflow adaptability →Where SAGE stands
A working prototype.
A considered next step.
Native screens already demonstrate the core review sequence. Office ingestion, local AI, and faithful Word assembly are the next capabilities to prove.
Explore current & planned capabilities →In development
Original fictional scenarios.
Local review-record export.
Windows as the intended office platform.
Is SAGE a web application?
The current prototype is a native application. The broader vision is an organizational workflow that can fit corporate networks and connect to approved enterprise systems. Deployment options and integrations still need to be designed and validated. This public website explains the product and offers a fictional tour; it does not process documents.
What kinds of documents could SAGE support?
SAGE is being designed for intelligent document preparation and structured workflows. Possible future use cases include contracts, financial instruments, proposals, reports and internal approval documents. Each workflow would use maintained templates, relevant information checks and organizational review practices. Broader support is still in development; the current prototype demonstrates a fictional agreement scenario.
How does SAGE approach security?
Security is a product priority. The intended architecture avoids cloud AI fallback, document telemetry, and automatic external synchronization; human approvals and controlled mappings limit changes. Today’s prototype uses fictional data and has no network integration. Access controls, encryption, retention, recovery, offline performance, and organizational deployment safeguards still require design and verification. Local processing is not a certification or proof of compliance. This website does not accept documents.
A more considered workflow
Let’s shape what comes next.
Explore how SAGE could support your document preparation and review process.