AI Transformation Roadmap
A proprietary AI system custom built for Galindo Law.
81
Issues Solved
▾
Every issue from the master diagnosis mapped to a specific AI agent or automation inside Litify. Nothing left unaddressed.
12
AI Agents
▾
12 purpose-built agents handling QA, comms, case notes, sentiment, compliance, document review, deadlines, reputation, referrals, and reporting.
26
Salaries Removed
▾
26 roles across intake, case management, matter handling, retention, marketing, legal support, and finance become redundant as AI handles the repetitive work.
$1.3M+
Annual Savings
▾
Combined salary savings from optimized headcount plus reduced error-related losses, rework, and operational waste across every department.
$5M+
Revenue Recovered
▾
Revenue already proven recoverable: $4.7M from unreachable clients, $3.7M in bad case losses prevented, and $700K+ in uncaptured referrals per year.
🤖 The Agentic AI Model
AI Agents Will Do the Work for Us
Agentic AI is a digital workforce. Autonomous agents connected directly to Litify that execute tasks, monitor quality, flag problems, and take action 24/7. They don't get tired, don't make manual errors, and never burn out.
Instant Execution
Tasks that take our staff hours happen in seconds. No backlog, no delay.
Zero Manual Error
Every process runs the same way every time. No missed steps, no variance.
Always On
Agents work nights, weekends, and holidays. No PTO, no burnout, no turnover costs.
Self-Improving
Agents learn from our outcomes and get smarter over time. Continuous optimization built in.
Litify Is Our Foundation
Every AI agent will read, write, and act inside Litify. Clean CRM data is the prerequisite. Once established, AI eliminates the root problems at scale.
Departments × Issues × AI Solution
Each department's issues mapped against the AI agents we'll deploy on Litify.
Issue
AI Solution
Salary Removed
Intake
7 Staff
3 Removed
4 Optimized
▾
1,236 bad cases advanced past threshold. $3.7M in documented loss.
→
QA Assessment Agent scores every intake call for quality, compliance, and qualification accuracy in real time.
No feedback loop from legal outcomes back to intake.
→
Predictive Lead Scoring auto-qualifies leads on Litify. Outcomes feed back upstream so bad patterns stop repeating.
No attribution system. Can't tie marketing spend to case outcomes.
→
Auto-Attribution tracks source to case to settlement. Full ROI per channel, zero manual tracking.
How AI Removes 3 Roles
3
Intake Agents (lead retrieval/processing) currently handling VG TX Storm old and new leads, retrieval, and ULI/AZ Storm leads. AI Lead Scoring auto-qualifies inbound leads and QA Agent monitors call quality. The volume that required 7 agents can be handled by 4.
4 roles stay: Intake Manager, 2 Bilingual Intake Agents, 1 Senior Intake Agent with CM crossover.
Potential savings: 3 salaries removed. $3.7M in bad case losses prevented annually with proper intake QA.
Case Management
21 Staff
12 Removed
9 Optimized
▾
No client communication cadence. 2,800 clients recovered too late.
→
Comms Engine auto-triggers SMS and email cadence from Litify. No client falls through the cracks.
15 to 20% contact decay yearly. Clients go dark undetected.
→
Sentiment Detection NLP flags at-risk clients before they disengage. Auto-escalates to save team.
CRM notes never logged consistently. Records unreliable.
→
Auto Case Notes AI summarizes every client interaction and updates Litify fields automatically. Zero manual entry.
No audit checkpoints. Problems sat for months undetected.
→
Milestone Audit Agent runs daily QA on every case against required milestones. Flags stalls instantly.
How AI Removes 12 Roles
6
Case Managers and Case Agents doing routine client outreach, status updates, and follow-up across Storm, PI, Immigration, Fire, and TPC. Comms Engine automates all standard client touchpoints via SMS and email directly from Litify. Sentiment Detection catches at-risk clients before they disengage.
6
Planned new hires eliminated. Scaling from 15 to 21 case managers was required at current manual workload. Auto Case Notes (summarizes every interaction, updates Litify automatically) and Milestone Audit Agent (daily QA on every case) reduce per-agent workload enough that 6 additional hires are no longer needed.
9 roles stay: 4 Team Leads (Storm, PI, Immigration), Customer Experience Lead, 2 BPO Team Leads, 1 TPC Specialist, 1 Bilingual Agent.
Potential savings: 12 salaries removed. Prevents the $4.7M in client losses already documented from repeating.
Matter Management
7 Staff
4 Removed
3 Optimized
▾
$10M+ in exposure. Contracts never reached co-counsel.
→
Deadline Audit Agent monitors every deliverable and deadline across all cases in Litify. Nothing sits untracked.
4,000 cases placed with no performance standards.
→
Co-Counsel Scorecard auto-scores every partner on responsiveness, resolution rate, and outcomes.
No proof of work. Malpractice risk sitting undetected.
→
Doc Review Agent extracts, categorizes, and flags missing documents. Cuts paralegal review time 70%.
How AI Removes 4 Roles
2
Paralegal/litigation support positions. Doc Review Agent handles document extraction, categorization, and missing-item flagging. Cuts review workload by 70%, making 2 of the current paralegal and discovery support seats redundant.
1
Deadline tracking/coordination role. Deadline Audit Agent monitors every deliverable and deadline across all matters in Litify automatically. No human tracking spreadsheets.
1
Co-counsel coordination role. Co-Counsel Scorecard auto-scores every partner firm on responsiveness, outcomes, and communication. Referral asks automated. No manual relationship tracking.
3 roles stay: Senior Litigation Paralegal, Senior Matter Handler, Partner Relationship Lead.
Potential savings: 3 salaries removed. Eliminates the $10M+ exposure risk and captures $700K to $1.4M in uncaptured co-counsel referral value per year.
Marketing
3 Staff
1 Removed
2 Optimized
▾
Google rating dropped from 4.4 to 3.4. Killing conversion before first contact.
→
Reputation Engine auto-triggers review requests post-settlement. Only asks satisfied clients. Counters negatives in real time.
No referral strategy. Satisfied clients never systematically asked.
→
Referral Automation identifies the right moment in the client journey and sends personalized asks automatically.
No marketing attribution system.
→
Social Content AI generates compliant posts from case wins and tracks campaign performance back to case outcomes.
How AI Removes 1 Role
1
Graphics/Social Media/Reputation role. Social Content AI generates compliant posts from case wins, Reputation Engine automates review requests post-settlement, and Referral Automation handles client referral asks. The entire content production and reputation management cycle runs autonomously.
2 roles stay: Marketing Compliance Lead, Business Development Lead.
Potential savings: 1 salary removed. Restoring the rating from 3.4 to 4.4+ directly increases conversion on every inbound lead.
Legal & Compliance
11 Staff
3 Removed
8 Optimized
▾
No audit trail. Malpractice exposure found by accident, not by design.
→
Compliance Monitor scans all case activity 24/7 for bar compliance, deadlines, and documentation completeness.
Settlement coordination failed at the finish line. Cases won nearly fell apart.
→
Settlement Agent tracks every deliverable from verdict to disbursement. Nothing slips.
Deliverables untracked and unverified across matters.
→
Discovery AI auto-categorizes documents and cuts paralegal review time by 70%.
How AI Removes 3 Roles
2
Paralegal positions. Discovery AI auto-categorizes documents and Compliance Monitor runs 24/7 scans for bar compliance and documentation gaps. Combined, this cuts paralegal review workload by 70%, making 2 seats redundant while the Senior Litigation Paralegal handles remaining complex work.
1
Paralegal backfill avoided. A terminated paralegal role does not need to be rehired. Settlement Agent tracks every deliverable from verdict to disbursement automatically, and Discovery AI absorbs the remaining document workload.
8 roles stay: All 6 Attorneys, In-house Counsel, Senior Litigation Paralegal.
Potential savings: 3 salaries removed. Eliminates the conditions that created 5 near-catastrophic exposure events.
Retention & Re-Engagement
3 Staff
2 Removed
1 Optimized
▾
973 "unreachable" clients eventually recovered for $4.7M. Too late and too expensive.
→
Save Agent detects disengagement signals early across all channels. Auto-launches re-engagement before clients are lost.
$700K to $1.4M in referral value going uncaptured every year.
→
Referral Revenue Agent auto-sends referral asks at optimal moments in the client journey with full ROI tracking.
How AI Removes 2 Roles
2
Care Team / Retention Agents. Both currently handle save, re-engagement, and retention outreach manually. Save Agent detects disengagement signals across all channels and auto-launches re-engagement. Referral Revenue Agent handles referral asks and ROI tracking. Note: both also work on the Estimation Team, so their workload can consolidate there.
1 role stays: Care Team Manager for escalations and high-touch situations requiring human judgment.
Potential savings: 2 salaries removed. Captures $700K+ in referral revenue and prevents the reactive $4.7M recovery cycle from repeating.
Finance & Settlements
3 Staff
1 Removed
2 Optimized
▾
No operational dashboards for a $21M annual profit pool. Leadership flying blind.
→
Smart Reports AI generates real-time leadership summaries directly from Litify data. No manual write-up needed.
Settlement deliverables untracked. Incomplete reporting at every level.
→
Predictive Case Value ML forecasts closure timelines and settlement amounts based on historical Litify data.
How AI Removes 1 Role
1
Reporting/admin function. Smart Reports generates leadership dashboards and settlement summaries directly from Litify. Predictive Case Value forecasts timelines. Eliminates the manual report-building work currently spread across staff as extra duties.
2 roles stay: Bookkeeper/Accounting Specialist for AP/AR. Receptionist for in-office client support. Settlements/Office Manager remains under a separate function.
Potential savings: 1 salary removed. Real-time visibility on a $21M profit pool means faster, better-informed decisions at every level.
Salary Savings by Department
Blue = roles we retain. Red = salaries removed through AI optimization.
Staff by Department
Retained
Salary Removed
Intake
7
Case Mgmt (Internal)
21
Matter Mgmt / BPO
7
Retention
3
Marketing
3
Legal & Compliance
11
Finance / Admin
3
Total
55
Confidential · 2026 · Michael Mangione