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Legal Recruitment / Staffing

How a US Legal Recruitment Firm Automated Candidate Outreach and Cut AI Latency with a Multi-Dashboard Automation System

Slow AI conversation latency and fragmented candidate engagement data

Client

Evolve (Legal Recruitment) – Nick Lysett, Founder

Scale & Scope

US-based recruitment firm serving law firms nationwide

Solution Deployed

Multi-dashboard automation system on Lovable with Supabase backend

Tech Stack
LovableSupabaseSignalHireContactOutFirmProspectsCSV automation tools

Key Results Achieved

60% reduction in AI latency
Streamlined lead capture
Automated candidate outreach
Centralised hiring manager coordination

Client Background

Evolve is a US-based legal recruitment firm founded by Nick Lysett. The firm connects law firms with top legal talent across multiple practice areas. With a growing pipeline of candidates and clients, Evolve needed a scalable way to manage candidate engagement, hiring manager feedback, and client communications — all while maintaining fast, responsive AI interactions.

The firm uses Lovable, a conversational AI platform, to engage both clients and candidates. However, as their lead volume grew, the system began to show signs of strain.

The Operational Challenge

Evolve faced two interconnected problems: 1. AI Conversation Latency (The AI assistant powering candidate outreach and client engagement was experiencing significant lag, slow response times, frustrated candidates expecting instant replies, missed opportunities to engage high-value leads, and reduced trust in the AI system) and 2. Fragmented Data Management (Candidate info, hiring manager feedback, and client pipeline updates were scattered across spreadsheets for lead tracking, manual email threads for hiring manager coordination, and no centralised view of candidate engagement status).

Key Operational Bottlenecks:

Frustrated candidates who expected instant replies
Missed opportunities to engage high-value leads
Reduced trust in the AI system
Spreadsheets for lead tracking
Manual email threads for hiring manager coordination
No centralised view of candidate engagement status

We were spending more time managing data than actually recruiting. The AI was supposed to save us time, but the latency made it feel like a bottleneck instead of an accelerator.

Nick Lysett, Founder, Evolve

The recruitment workflow was slow, manual, and error-prone. Recruiters couldn't easily see which candidates were engaged, which hiring managers had provided feedback, or which clients needed updates.

Our Solution

Barq Digital designed and built a multi-dashboard automation system on Lovable with Supabase as the backend database. The system centralised all recruitment data and dramatically improved AI response times.

Multi-Dashboard Automation System Architecture

Dashboard 1: Candidate Engagement Dashboard

This dashboard provides a real-time view of all candidates in the pipeline:

Engagement Status — who has been contacted, who has replied, who is waiting for feedback
Candidate Profiles — full candidate data synced from SignalHire, ContactOut, and FirmProspects
Outreach Tracking — automated logs of all AI-driven candidate communications
Scorecards — AI-generated candidate scoring based on interview responses

Dashboard 2: Hiring Manager Coordination Dashboard

This dashboard streamlines communication between recruiters and hiring managers:

Feedback Collection — hiring managers can provide structured feedback on candidates
Interview Scheduling — automated calendar integration for candidate interviews
Status Updates — real-time visibility into where each candidate stands
Notes & Tasks — centralised notes for each hiring manager-candidate interaction

Dashboard 3: Client Pipeline Dashboard

This dashboard gives clients visibility into their recruitment pipeline:

Open Positions — active roles and their status
Candidate Shortlists — pre-screened candidates ready for client review
Placement Tracking — historical and current placement data
Reporting — automated reports on time-to-hire and candidate quality

Technical Architecture

LovableAI assistant platform for conversational engagement
SupabasePostgreSQL database for all recruitment data
SignalHire / ContactOut / FirmProspectsData sourcing and enrichment
n8nWorkflow automation for data syncing and alerts
CSV AutomationBulk data import and export capabilities
The system was designed to be modular and scalable — new dashboards and data sources can be added as the firm grows.

Implementation Results

MetricBeforeAfterImprovement
AI conversation latency3-5 seconds< 1 second60% reduction
Data fragmentation5+ tools1 centralised system80% consolidation
Candidate outreach timeHours per batchAutomated90% time saved
Hiring manager feedback time2-3 days< 24 hours2x faster
Client reportingManual monthlyAutomated real-time100% automated

What This Meant in Practice:

Recruiters now focus on relationships, not data entry — the dashboards handle all the tracking
Candidates receive faster responses — AI latency is no longer a bottleneck
Hiring managers provide feedback in hours, not days — streamlined coordination
Clients get real-time visibility — no more waiting for monthly reports
The system scales with the business — new candidates, clients, and roles can be added instantly

The difference is night and day. Our recruiters can actually see what's happening with every candidate at a glance. The AI is fast again, and our hiring managers love the new feedback workflow. This isn't just an upgrade — it's a whole new way of working.

Nick Lysett, Founder, Evolve

Why This Matters for Your Business

If your recruitment firm is struggling with slow AI, fragmented data, or manual coordination, you're leaving efficiency — and revenue — on the table. A unified dashboard system doesn't just organise your data; it accelerates your entire recruitment cycle from lead capture to placement.

Technical Appendix: Integration Details

PlatformLovable AI assistant platform
Backend DatabaseSupabase (PostgreSQL)
Data SourcingSignalHire, ContactOut, FirmProspects
Automation Enginen8n workflow automation
Data Import/ExportCSV automation tools
ScalabilityModular architecture for adding future dashboards and integrations
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