Hiring Signal → Product-Fit Outbound

Every week, the system sweeps job boards and professional networks for roles in the function you serve.

• Hundreds of postings are collected per run, in the target region and language.
• Staffing agencies, consultancies, and competitors are filtered out automatically.
• Hidden or obfuscated company names are resolved before anything moves forward.

The posting itself is the richest data source. An AI pass extracts what a salesperson would look for.

• Which systems the company runs today (enterprise suite, lightweight tool, or spreadsheets).
• The scope of the role and any multi-country or expansion language.
• How long the role has been open. A stale vacancy is its own signal of pain.

A company hiring its first specialist and a company adding its tenth need completely different things.

• Workforce enrichment counts how many specialists in that function the company already employs.
• Each company lands in a staffing tier: no team, understaffed, or fully staffed.
• The result is cached so a company is never paid for twice.

Web research fills in the context the posting cannot: what the company is actually going through.

• Growth signals, footprint, and operational complexity are gathered per account.
• Multi-country language triggers a cross-sell flag on top of the base recommendation.
• The research is condensed into a short, human-readable "why now" for the sales team.

A staffing × systems decision matrix picks the offer that genuinely fits, before anyone writes a word of outreach.

• No team and no system → full outsourcing: "we run it for you."
• A capable team without proper tooling → the software product: "keep control, drop the spreadsheets."
• Large scale or an existing enterprise system → AI-assisted operations layered on top.
• Every recommendation ships with its reasoning, and sales can override it.

The same message dies with the wrong recipient, so buyer seniority is matched to company size.

• Small companies → the founder or owner; they are the buyer.
• Mid-size → director and department-head level.
• Enterprise → C-suite only.
• Assistants, coordinators, and other noise titles are filtered out before ranking.

Everything lands in a ranked review panel. The human stays in charge of the conversation.

• Each row shows the company, the open roles, the staffing tier, the recommended product, and the suggested buyer.
• The salesperson confirms or overrides the product fit in one click.
• Outreach leads with the pain the signal revealed ("you are hiring for this function; here is a faster way to cover it") and the value proposition of the matched product.

The output is not a list of leads. It is qualified conversations.

• Replies turn into discovery meetings with the full signal history attached.
• Every account, contact, and outcome is logged in the CRM.
• Won and lost reasons feed back into the fit matrix, so recommendations improve over time.