Layer 02 · Digital Workforce

What we mean by "Digital Workforce"

Not a generic AI assistant that does ten things badly. Not "we replace your employees with AI." A digital workforce is a set of specialised agents, each owning ONE workflow end-to-end, sitting inside your stack, running on your data. We build each one around a real business function with a real bottleneck.

One agent, one workflow. No vague "do everything" assistant.
Trained on YOUR data: your tone, customers, edge cases, SOPs.
Per business function: marketing, sales, support, operations, or whatever is leaking time.
Audit trail on every action. Sign-off where it matters, autonomy where it does not.
Productive from day 30. Audit, scope, build, ship, train your team alongside.

Examples by business function

Marketing

Draft outbound campaigns in your tone. Generate ad copy variants for testing. Repurpose a single brief into LinkedIn / WhatsApp / email versions. Bilingual EN + 繁體 where your audience needs it.

Sales

Qualify inbound leads against your ICP. Draft the first reply, flag hot ones for a human. Research accounts overnight, hand off warm leads with talking points. The work that turns "lots of leads" into "leads worth a call."

Support

Answer FAQs 24/7 in WhatsApp / web chat / voice. Cantonese plus English voice agent for missed calls (Retell + ElevenLabs). PCPD-aligned consent. The AI never quotes, binds, or commits, your licensed humans do.

Operations

Generate renewal briefs in 15 minutes instead of 4 hours. Process inbound documents, route to the right person. Internal Q&A in Slack or Teams over your SOPs and policy library. Sources cited on every answer.

Or your custom function. If your team is doing the same four-hour artefact every week, it is probably automatable.

The knowledge base underneath

An agent is only as good as the data it pulls from. Before any workflow ships, we build the knowledge base layer: contracts, SOPs, drives, inboxes, your CRM. Read-only, audit-logged, scoped to what you authorise. Documents chunked, embedded, indexed in a private vector database. Lives on your stack or ours.

Multi-source ingestion: Google Drive, SharePoint, Slack, email, your CRM
Semantic search with citations on every answer, no hallucinations
On-prem option for regulated data (insurance, legal, healthcare, finance)
Same source of truth across every agent, so nothing drifts

Not legal advice. Client-facing replies that touch quote, claim, or commitment route through broker-of-record sign-off before send. PCPD + IA-ready audit logs.

How it sits on the infrastructure

Layer 01 (infrastructure) brings the customer in: the website captures, the CRM logs, the funnel feeds. Layer 02 (workforce) handles what comes next: the agent picks up, drafts, qualifies, generates. Without the infrastructure, the workforce has nothing to operate on. Without the workforce, the infrastructure leaks where humans cannot keep up. Together: a system that runs while you sleep.

See Layer 01: Infrastructure →

One agent. One workflow. Day 30.

Tell us your bottleneck. Forty minutes on a discovery call. We map whether AI moves the needle for your specific shop, or whether you do not need us yet.

Book the discovery call →