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Agents • Workflow Automation • Guardrails

Automate. Guard.
Deliver.

AI agents that do real work, not demos.
Wired into your CRM, helpdesk, and internal APIs.

8+ Years Building Products100+ Projects Delivered2 Agentic Products Shipped100% In-House Team
01

Multi step actions toward a goal: reading, calling tools, updating records.

02

Logged, guarded, and with humans still in charge of what matters.

03

Fewer manual hand-offs and clearer throughput for your team.

A businesswoman considering a question while looking at her phone
Are your workflows repetitive, rules-heavy, and spread across tools?
Do you need a human in the loop for anything sensitive?
Can you audit what an automated system actually did?
Is a prompt being sold to you as if it were a product?

What Agents
Solve Well

Agents fit work that is repetitive and rules heavy.
They struggle when policies are undefined or data is unreachable.

Inbound Triage

Classify requests, open tickets,
route to the right owner.

Explore

Document Intelligence

Extract structured data from
PDFs into your system of record.

Explore

Support Co-Pilot

Drafts replies from policy
docs; a human reviews and sends.

Explore

4 Pillars.
One Platform.

  1. Grounding

    Retrieval from your approved
    corpus, not free-form invention.

  2. Permissions

    Least privilege tool access,
    no silent writes to production.

  3. Human in the Loop

    Approvals for refunds, legal
    commitments, and messaging.

  4. Auditability

    Traces you can actually
    review when something looks wrong.

Outcomes.

©2025

2

2 public agentic products shipped. Commercial products with tool use, memory, and orchestration, running for real users.

FABRICEAI

Real time voice and text knowledge
assistant with retrieval and session memory.

PITCH FABRICE

Multi agent orchestration routing
founders to stage-specific interview agents.

Process & Data Map

Which steps burn time, which systems
hold the truth, where humans approve.

Agent Design

Goals, tools, guardrails, fallback
paths, and how we judge success.

Integration

Secure connections into the apps
your team already uses every day.

Evaluation & Monitoring

Sample traces, failure modes,
cost per run, and escalation rules.

Fast phased onboarding

  1. STEP 01

    Process Map

    Which steps burn time,
    where humans approve.

  2. STEP 02

    Agent Design

    Goals, tools, guardrails,
    and fallback paths.

  3. STEP 03

    Integration

    Secure connections into
    tools you already use.

  4. STEP 04

    Build & Handover

    Weekly demos, then
    documentation and IP handover.

AI Agents & Automation

AI Agents in Singapore,
That Do Real Work

We design and build agents and workflow automation for Singapore teams. Wired into your CRM, helpdesk, email and internal APIs. Logged, guarded, and with humans still in charge of the decisions that matter.

A commercial agent is wired into your stack, logged so you can review what it did, and designed so a human stays in control.

We ground answers in your approved sources, log actions, and keep humans accountable for irreversible steps.

We size the first agent to one painful workflow, so you see real signal before funding a wider platform.