Finance, Legal, HR & Operations

Authoritative Resources:

Resource	Why It Matters
YC Startup School: Finance	Standard startup financial model template
Carta Learn	Cap table, equity, fundraising education
SVB Startup Outlook	Industry benchmarks for financial health
QuickBooks / Xero	Practical bookkeeping SOPs
Fractional CFO Community (CFO Hub)	Part-time CFO best practices

Core Processes:

Chart of accounts: Standardized categories. AI auto-categorizes transactions.
Monthly close: By 5th business day. Reconciliation, categorization, variance analysis.
Budgeting: Annual + quarterly reforecasts. Dept-level P&L from year 1.
Forecasting: Rolling 12-month. AI model learns from history, highlights trends.
Board reporting: P&L, cash, KPIs, milestones, risks.

How AI Changes Finance:

AI bookkeeping (QuickBooks/Xero AI) auto-categorizes, reconciles, flags anomalies
AI forecasting: past data → unit economics per department → automatically generated commentary
AI expense audit: policy violations, duplicates, unusual patterns
AI invoice processing (Bill.com, Stampli) — auto-approve routine, flag exceptions

Authoritative Resources:

Resource	Why It Matters
Clerky Guides	The standard for startup legal — incorporation, equity, fundraising
Orrick / Wilson Sonsini Startup Resources	Top startup law firms' free guides
Spellbook (AI legal)	AI contract review and generation
Y Combinator: Startup Legal Library	Free legal templates for YC companies

Core Processes:

Entity formation: Delaware C-corp (Clerky). Standard charter, bylaws, IP assignment, founder vesting.
IP management: Invention assignment agreements, patent filing strategy, trademark monitoring.
Contract management: Standard NDAs, customer/vendor/partner templates. AI review for deviations.
Compliance: Data privacy (GDPR/CCPA), SOC2 readiness. AI monitoring for regulatory changes.

How AI Changes Legal:

AI contract review (Spellbook, Robin AI): First-pass redlining, clause comparison, risk flagging
AI compliance monitoring: Track regulatory changes, flag affected policies
AI board minutes drafting: From meeting transcripts
AI due diligence support: Document organization for fundraising rounds

Authoritative Resources:

Resource	Why It Matters
Kim Scott: Radical Candor	Management framework — care personally, challenge directly
GitLab Handbook: People Group	Transparent career frameworks, comp, remote onboarding
Rippling / Deel	Global hiring, compliance, payroll playbooks
First Round Review: Culture & Hiring	Real startup stories on building culture
Lattice / 15Five: Performance Frameworks	Continuous performance management

Core Processes:

Hiring: Job spec → structured interviews → debrief → offer → background check → contract
Onboarding: Day 1 checklist, buddy, 30-60-90 day plan, system provisioning
Performance: Semi-annual reviews, continuous feedback (Radical Candor), career frameworks
Compensation: Salary bands, equity grants (4-year/1-year cliff), review cycle
Remote/async culture: Location expectations, async overlap hours, home office budget

How AI Changes HR:

AI screening: Filter resumes against rubric, auto-reject mismatches
AI onboarding assistant: Provision accounts, send checklists, answer policy FAQs
AI performance draft: Manager review template generated from tickets, PRs, peer feedback
AI compliance tracker: Visa renewals, training deadlines, policy acknowledgments

Core Processes:

Vendor management: Selection criteria, contract terms, quarterly review
IT provisioning: Device setup, tool onboarding/offboarding (Rippling automates this)
Security: Access control, password manager, device management, incident response template
Business continuity: Backup strategy, disaster recovery, critical vendor dependency map
Facilities: Remote workspace policy, equipment budget, co-working stipend

AI Integration:

AI security monitoring: Anomaly detection, auto-response to common threats
AI vendor management: Contract extraction, renewal reminders, comparison analysis
AI workflow automation (Make/Zapier): Cross-tool process automation

Finance, Legal, HR & Ops