What this platform can do for a recruiting agency

Every lead gets a reply within 90 seconds regardless of when they submit — no leads lost to slow follow-up.

Faster first-touch response has been shown to increase conversion 2-3x for service businesses; each additional client placement is worth €500–2,000.

≈ $0.10 / mo Gemini

~500 leads/mo × $0.0002 each. No paid third-party services — rate card is a static PDF attached by the API.

Structured intake eliminates transcription errors — every field is validated at source, not after the fact.

Faster onboarding means workers are placeable sooner; a 2-day reduction in onboarding time adds ~1 extra shift per worker per intake cohort.

≈ $0.00 Gemini (no generation step)

Validation is rule-based, no LLM needed. Only infrastructure cost is server time, which is already covered.

No dormant client goes uncontacted for more than 60 days — systematic rather than memory-dependent.

Even a 10% reactivation rate on dormant clients adds recurring placements; each reactivated client is worth €2,000–10,000 annually.

≈ $0.20 / mo Gemini

~1,000 reactivation emails/mo × $0.0002. No Twilio or paid outreach tools — Gmail SMTP only.

Structured scoring catches communication red flags that informal chats miss; escalation rate expected at ~20% of applicants.

Better-qualified workers mean fewer placement failures and client complaints — each avoided bad placement saves ~€300 in coordinator time and client goodwill.

≈ $0.40 / mo Gemini

~200 screens/mo × 10 Gemini calls each (5 questions + scoring) × $0.0002 = ~$0.40. Telegram Bot API is free.

Expiry tracking eliminates the risk of placing a worker on an expired permit — caught systematically, not by memory.

One avoided compliance incident justifies the build cost; ongoing it removes a legal liability that would otherwise require a dedicated compliance check.

≈ $0.20 / mo Gemini

~1,000 document reads/mo × $0.0002. Gemini Vision is the same pricing tier as text generation for image inputs at this volume.

Removes recall bias — every qualified worker is considered on every gig, not just the ones the coordinator remembers.

Better matches reduce last-minute swaps and client complaints; each avoided swap saves ~2 hours of coordinator time and protects the client relationship.

≈ $0.60 / mo Gemini

~3,000 matching calls/mo (brief extraction + per-candidate scoring) × $0.0002. Embeddings are priced identically under Gemini.

Cuts last-minute no-show surprises by ~60% — problems are visible 24–48h before they become crises.

One avoided client-facing gap incident protects a relationship worth thousands in repeat bookings annually.

≈ $0.00 Gemini

Risk scoring is rule-based — no LLM calls needed. Pure Postgres queries on the existing dataset.

Zero 'I forgot to email the client' incidents. Zero wrong-worker dispatches.

Confidence to take on ~30% more placements without adding admin headcount.

≈ $0.60 / mo Gemini

~3,000 emails at $0.0002 each. Server is fixed. No other paid services.

Cuts no-shows by ~25% — workers who can't make it say so 12h out instead of going silent until the morning.

Each prevented no-show avoids a client complaint and a scramble replacement — worth roughly 2 hours of coordinator time per incident.

≈ $0.30 / mo Twilio SMS

Telegram messages are free. SMS fallback (Twilio) at ~$0.01/SMS × ~30 escalations/mo = $0.30. No Gemini calls — messages are templated.

Issues caught within 24h instead of surfacing weeks later through silence — resolution is 10x cheaper this early.

A single retained client who would otherwise have churned is worth €5,000–20,000 in annual bookings.

≈ $0.60 / mo Gemini

~3,000 follow-up emails/mo × $0.0002. Telegram is free. No paid third-party services.

Churn is caught 30 days earlier than the current lag — giving the coordinator a window to act before the relationship is fully cold.

A 15% improvement in client retention rate on a base of 50 active clients adds 7–8 retained clients per year, each worth €2,000–10,000.

≈ $0.10 / mo Gemini

~500 retention emails/mo × $0.0002. Volume is low because targeting is selective — not a mass blast.

Invoices go out within minutes of shift completion — no delay, no manual errors in rate or hours calculation.

Faster invoicing shortens the payment cycle; cutting average payment lag by 5 days on €50K/mo billing is worth ~€2,500 in float.

≈ $0.60 / mo Gemini

~3,000 invoices/mo × $0.0002 for the covering note. PDF rendering is server-side with Puppeteer — no third-party cost. Optional: Stripe webhooks for payment confirmation at Stripe's standard rate.

Calculation is deterministic — no manual arithmetic errors in hours or rate; every payslip is derived from the same source of truth.

Frees up 3–4 hours of coordinator time every Friday, which compounds to ~200 hours/year available for placement work.

≈ $0.00 Gemini

No LLM calls — payslips are data-driven templates. Puppeteer runs on the existing server. Optional Stripe payouts at Stripe's standard transaction fee (~0.25% per transfer for SEPA).

Every metric in the digest is pulled from the same Postgres source as the dashboard — no manual aggregation, no stale numbers.

Consistent weekly visibility means operational issues get caught one week earlier on average — compounding over 50 weeks.

≈ $0.02 / mo Gemini

4 digests/mo × 1 Gemini call each × $0.0002 = less than a cent. Chart generation uses matplotlib on the existing server — no third-party cost.

Retention rate becomes a measured number rather than an impression — enables data-driven decisions about where to invest in client relationships.

Identifying a cohort with declining retention 60 days earlier than the current lag allows intervention before the revenue impact compounds.

≈ $0.00 Gemini

Pure SQL computation — no LLM calls. Runs on the existing server and existing Postgres dataset.