REMIT starts in shadow mode: two weeks, on your own servers, with your own data, zero actions taken.See the pilot

What we deliver

One platform. Defined outcomes.

One decision workflow at a time, built inside your environment on REMIT, priced as a fixed-scope engagement.

We build it with your team. We don’t write strategy decks.

What an engagement builds

Your workflow, on the platform

Every engagement delivers one workflow end-to-end: intake, decision, review, proof, and the compliance package for your regime.

Intake

FOLIO

Your documents and channels into cited case records: Thai, Bahasa, Malay, Vietnamese and Tagalog text, voice notes, slips and scanned forms.

  • Voice notes and scanned slips, forms and QR
  • LINE Official Account, WhatsApp Business, Telegram
  • Slip verification: SlipOK, EasySlip, RDCW
  • Adapters: SAP, Oracle, Salesforce, legacy SQL

Decision

SIFT + BOUNDS

Your list of outcomes, a model trained on your past cases, an accuracy standard measured before go-live, and the compliance package for your regime.

  • Outcome list and rules agreed with your experts
  • Model trained and scored on your held-out cases
  • Accuracy standard and re-measurement schedule
  • Compliance package: PDPA, MAS TRM, SR 11-7, EU AI Act, DORA

Review

BENCH

The reviewer console, queues with due times, a senior desk, role-based access, and a signed proof record on every decision.

  • Reviewer queues with due times and escalation
  • Approval gates and role-based access
  • Append-only audit trail
  • Proof export, verifiable offline

REMIT is in development. Today each engagement delivers these capabilities case by case; the platform is what makes the next one repeatable.

How we engage

Four engagements. Fixed scope.

We build each REMIT solution inside your environment. Each step produces a written artifact you keep.

  1. 011–2 weeks

    Air-gap readiness

    A data-residency and model-risk gap analysis against your regime. Often the easiest first yes.

    • Gap analysis against PDPA, MAS TRM, SR 11-7, EU AI Act or DORA
    • Hosting and deployment-boundary review
    • Written findings and a recommended first workflow
  2. 022–3 weeks

    Discovery

    Written specification, the list of outcomes for your workflow, architecture, and a calibrated scope for the build.

    • Workflow shadowing and problem framing
    • Outcome list and decision rules with your domain experts
    • Architecture and compliance scoping
    • Specification, build plan, and calibrated scope
  3. 0310–14 weeks

    Implementation

    One workflow delivered end-to-end on REMIT, piloted inside your environment with your reviewers, and handed over.

    • Document intake and connectors for your channels
    • Model trained and measured on your past cases
    • Reviewer console, proof records, compliance package
    • Daily integration, weekly demos, pilot, handover
  4. 04Quarter+

    Embedded retainer

    Dedicated forward-deployed capacity for SI partners or estates with several workflows.

    • Capacity reserved by the quarter
    • Multiple workflows across entities
    • Operates under your brand

Forward-deployed, not consulted.

A senior engineer embedded with your team. We don’t drop a deck and disappear.

Fixed scope, fixed price.

Outcome, timeline and price agreed up front.

You own the result.

You own the deliverable. SG Systems retains the platform.

SI partnership variant.

Delivery capacity under your brand, co-branded on request.

Scope, timeline and price are agreed at the end of Discovery, before the build starts. Platform licensing is per site and per workflow, never per token.

Sample engagement

A 12-week Implementation

Weeks 1–2

Discovery and design

Workflow shadowing, outcome list, architecture, compliance scoping, sign-off.

Weeks 3–7

Build

Intake, labelled cases, model training and measurement. Daily integration, weekly demos.

Weeks 8–9

Hardening

Security review, proof-record validation, monitoring, load testing, documentation.

Weeks 10–11

Pilot

A controlled slice in production, a person on every case, live monitoring against the standard.

Week 12

Handover

Knowledge transfer, runbook, on-call handoff. 30 days of hardening calls included.

What we don’t do

  • Strategy decks. We ship working systems.

  • Hourly billing. Outcome-priced or not at all.

  • Generic integrations unrelated to applied AI.

  • Frontier model research. We adapt proven open weights; we don’t pretrain.

Ready to scope an engagement?

A 30-minute call. We propose an Air-gap readiness assessment or a Discovery engagement, or scope directly into Implementation if the shape is clear.

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