Lattice In-Depth: Architecture, Business Model, Jack Altman & HRIS Strategy
Lattice (Lattice, Inc.) is widely recognized across the global enterprise technology ecosystem as the defining pioneer of modern, employee-centric people management. Founded in 2015 by Jack Altman and Eric Koslow, Lattice set out to dismantle an institution that was universally dreaded across corporate America: the bureaucratic, once-a-year annual performance review.
By transforming performance reviews into continuous, meaningful feedback loops that connect individual employee growth with organizational strategy, Lattice became the central operating system for high-performing human resources teams. Valued at $3.0 billion following venture investments from March Capital, Founders Fund, Dragoneer, and Tiger Global, and generating over $130 million in annualized recurring revenue (ARR) in 2026, Lattice serves more than 5,000 corporate clients globally, including Slack, Robinhood, Monzo, Tide, and Allbirds. Operating under the leadership of CEO Sarah Franklin and Executive Chairman Jack Altman, Lattice is expanding its cloud-native HRIS and generative AI workforce copilot to redefine human capital management for the next generation of work.
Key Facts: Lattice Overview
| Dimension | Details & Verified Metrics |
|---|---|
| Company Name | Lattice (Lattice, Inc.) |
| Founding Year & Origin | 2015; San Francisco, California (YC W16) |
| Founders | Jack Altman (Executive Chairman), Eric Koslow (Co-founder) |
| Chief Executive Officer | Sarah Franklin (Appointed January 2024) |
| Current Valuation | ~$3.0 Billion (Series F led by March Capital) |
| Annualized Recurring Revenue (ARR) | ~$130+ Million (2026 run-rate) |
| Total Venture Funding | ~$330 Million (Founders Fund, Dragoneer, Tiger Global, Thrive) |
| Headcount | ~750 Full-Time Employees |
| Customer Organizations | 5,000+ Enterprises across 180 Countries |
| Community Ecosystem | Resources for Humans (25,000+ HR Leaders) |
| Official Website | https://lattice.com |
Origins: Rescuing People Operations from the Annual Review
For over half a century, corporate human resources operated on a standardized, agonizing ritual: the annual performance review. Once every twelve months, managers were forced to fill out lengthy subjective questionnaires rating their direct reports on arbitrary numerical scales. Employees received delayed feedback on projects completed nine months earlier, compensation decisions felt arbitrary, and the entire process generated intense anxiety rather than motivating performance.
Jack Altman and Eric Koslow observed this cultural dysfunction firsthand while scaling high-growth teams at Teespring. They realized that high-performing modern technology companies did not need once-a-year administrative paperwork; they needed continuous, lightweight feedback loops that aligned employee career ambitions with corporate goals in real time. Joining Y Combinator's Winter 2016 batch, they initially built an Objectives and Key Results (OKR) goal-tracking tool. However, after listening to hundreds of Chief People Officers, they recognized that goal tracking was only one small piece of the puzzle. In 2017, they executed a daring product pivot into continuous performance management: integrating 360-degree reviews, weekly check-ins, and 1-on-1 meeting agendas into a single platform. The product struck an immediate nerve in Silicon Valley, attracting companies like Slack, Cruise, and Robinhood that wanted to build modern, transparent corporate cultures.
The Interconnected People Data Model
The foundational architectural advantage that separates Lattice from traditional HR systems is its unified people data graph. In traditional corporate environments, human resources data is hopelessly fragmented across disconnected software silos: performance reviews sit in an outdated Workday or SuccessFactors database; employee engagement surveys live in Culture Amp or SurveyMonkey; 1-on-1 notes are scattered across private Google Docs; and compensation spreadsheets are manually maintained in Excel.
Lattice completely unified this data architecture. Under Lattice's relational schema, every employee record is connected to their daily meeting agendas, peer praise, quarterly OKRs, engagement survey sentiment, career growth tracks (Grow), and compensation benchmarks. This unified architecture enables Chief People Officers and business leaders to generate unprecedented organizational insights:
- Correlating Sentiment with Performance: HR leaders can analyze whether teams with declining eNPS engagement scores subsequently suffer from lower performance ratings or higher voluntary employee turnover.
- Manager Effectiveness Metrics: Executives can evaluate whether managers who conduct regular weekly 1-on-1s and establish clear OKRs deliver higher project completion velocity.
- Equitable Compensation Distribution: Compensation committees can model merit salary increases and equity grants directly against verified 360-degree performance ratings, eliminating subjective bias and ensuring pay equity.
Lattice HRIS: The Modern Core System of Record
In 2023, Lattice executed its most consequential product expansion by unveiling Lattice HRIS. Historically, companies were forced to maintain a core transactional HRIS (such as BambooHR or legacy Workday) to manage basic employee records, organizational charts, and time-off tracking, while running Lattice on top purely for talent management. This required maintaining complex bi-directional data integrations and created duplicate employee profiles.
Lattice HRIS merged the core system of record directly with talent management. With Lattice HRIS, companies manage employee onboarding, custom profile fields, dynamic organizational charts, and paid time off (PTO) requests within the exact same interface where employees complete reviews and track goals. When a new employee joins a company, their onboarding checklist, 1-on-1 schedules, initial 30-60-90 day goals, and career competency track are provisioned automatically. By eliminating the divide between transactional HR administration and strategic talent development, Lattice HRIS established Lattice as an all-in-one workforce operating system capable of displacing legacy HR conglomerates.
The Leadership Transition: Sarah Franklin and Enterprise Scaling
In January 2024, Lattice executed a historic leadership evolution that signaled its intention to become an enduring public institution. Co-founder Jack Altman, who had successfully guided Lattice from an unproven YC startup into a $3.0 billion category leader with over 5,000 customers, transitioned to the role of Executive Chairman. To lead Lattice’s next phase of enterprise hypergrowth, the board appointed Sarah Franklin as Chief Executive Officer.
Franklin brought an elite pedigree from fifteen years of senior executive leadership at Salesforce. At Salesforce, Franklin had served as President and Chief Marketing Officer, leading global marketing, product positioning, and developer ecosystems. Most notably, Franklin created **Trailhead**, Salesforce’s legendary gamified learning platform that trained millions of tech professionals and established one of the most passionate enterprise software communities in the world. Franklin’s appointment brought world-class enterprise sales rigor, deep Fortune 500 relationships, and seasoned public-company operational discipline to Lattice, accelerating the global expansion of Lattice HRIS and Lattice AI as the company prepares for an initial public offering.
Lattice AI: Generative Intelligence for Modern Managers
Writing performance reviews is notoriously difficult and time-consuming: managers struggle to remember accomplishments from eight months earlier, procrastinate on drafting feedback, and frequently introduce unintentional cognitive recency bias. In 2023 and 2024, Lattice addressed this challenge by deploying Lattice AI, an advanced enterprise copilot integrated natively across the workspace.
Lattice AI operates as an intelligent executive assistant for people managers. When a manager sits down to write an annual performance evaluation, Lattice AI synthesizes a comprehensive review draft by analyzing the employee's entire year of work: summarizing weekly 1-on-1 notes, completed project OKRs, public peer praise in Slack, and quarterly self-reflections. Crucially, Lattice AI includes built-in bias detection, flagging subjective or non-actionable language (such as gendered critiques or vague feedback) and recommending objective, growth-oriented phrasing. Lattice AI analyzes company-wide engagement survey responses, automatically identifying emerging organizational themes, burnout risks, and departmental bottlenecks, empowering HR leaders to take proactive corrective action before talent leaves the company.
The Psychological Architecture of Continuous 360-Degree Feedback
For decades, organizational psychologists identified severe cognitive distortions inherent in traditional annual performance reviews. The most damaging distortion is recency bias: managers inevitably evaluate an employee’s entire annual contribution based primarily on whatever occurred during the four weeks immediately preceding the review. An employee who executed flawlessly for ten months but experienced an unexpected project delay in November often received an unfairly negative evaluation, leading to deep resentment and voluntary resignations.
Lattice neutralized recency bias by engineering a continuous, multi-source feedback infrastructure. Rather than treating evaluation as an isolated annual event, Lattice integrates feedback into the daily rhythm of work. Employees and managers conduct weekly structured 1-on-1s using shared meeting agendas, document action items, and record personal check-ins. Lattice’s native Slack and Microsoft Teams integrations allow colleagues to award public praise ('Kudos') tied to core corporate values directly inside public team channels. When a formal review cycle is launched, Lattice’s review engine aggregates twelve months of continuous operational telemetry: weekly check-in summaries, completed OKR goal milestones, peer praise, and manager notes. By providing reviewers with an objective, time-weighted archive of accomplishments, Lattice eliminates subjective memory bias, delivering evaluations that employees perceive as fair, transparent, and motivating.
Lattice Compensation: Merit Modeling and Salary Benchmarking Economics
Historically, running an annual compensation review cycle was one of the most disorganized and stressful processes in corporate management. Human resources leaders spent weeks manually compiling complex, error-prone Excel spreadsheets containing sensitive salary data, stock option grants, and performance ratings. Managers lacked visibility into market salary benchmarks, departmental budget caps were routinely breached, and compensation decisions were vulnerable to conscious and unconscious bias.
Lattice revolutionized corporate payroll planning by developing Lattice Compensation, an automated merit cycle planning engine. Lattice Compensation connects directly to external real-time compensation data providers (such as Mercer and Radford), allowing HR leaders to benchmark internal salaries against industry-specific market percentiles. When an executive leadership team establishes a merit increase budget (e.g., a 4.5% overall payroll increase), Lattice’s compensation matrix automatically recommends salary, bonus, and equity adjustments based on an employee’s verified performance rating and current market compa-ratio. Department heads can model various budget scenarios, visualize team pay distribution, and conduct real-time pay equity audits across gender, ethnicity, and tenure with a single click. Once approvals are finalized through multi-tier executive approval workflows, Lattice automatically updates payroll systems and generates personalized compensation letters for employees, transforming compensation from a chaotic administrative chore into a strategic talent retention tool.
Lattice Grow: Competency Matrices and Career Pathway Architecture
In modern high-performance organizations, the single most common reason talented employees cite for leaving a company is the lack of transparent career progression. In traditional corporate structures, career ladders are opaque: employees do not understand what specific skills or business achievements are required to advance from an individual contributor level to a senior or staff level, leading to frustration, disengagement, and talent poaching by competitors.
Lattice solved career progression through Lattice Grow, an interactive career development and competency mapping framework. In Lattice Grow, HR leaders and functional managers define clear competency matrices for every role in the organization. For example, a software engineering track explicitly outlines expectations across technical execution, architectural ownership, mentorship, and cross-functional communication from Level 1 (Associate Engineer) to Level 6 (Principal Architect). Employees can review their current level expectations, track their progress against required competencies, and collaborate with their managers to create Individual Development Plans (IDPs). Crucially, during performance review cycles, evaluations are conducted directly against the defined competency matrix rather than vague, subjective standards. By demystifying professional advancement, Lattice Grow empowers employees to take ownership of their career trajectories, driving long-term organizational loyalty and reducing voluntary attrition across high-value technical teams.
Sarah Franklin's Enterprise Transformation and Public Market Readiness
When Sarah Franklin assumed the role of Chief Executive Officer in January 2024, she brought a wealth of enterprise software wisdom honed over fifteen years at Salesforce. Having watched Salesforce scale from a fast-growing cloud CRM into a multi-billion-dollar global software titan, Franklin recognized that Lattice had reached a critical inflection point: the transition from a founder-led product darling into an enduring, IPO-ready enterprise platform.
Franklin immediately initiated an institutional transformation across three strategic pillars. First, she restructured Lattice’s go-to-market organization, building specialized enterprise sales teams capable of selling multi-year, multi-million-dollar platform contracts to Global 2000 Chief Human Resources Officers (CHROs). Second, she accelerated the enterprise hardening of Lattice HRIS, implementing enterprise-grade security governance, advanced auditing controls, and turnkey integrations with global identity and payroll systems. Third, she mobilized Lattice’s engineering team to embed generative AI across every daily manager interaction, positioning Lattice as the AI-first people platform of the modern enterprise. Franklin’s disciplined execution, combined with Jack Altman’s strategic vision, has established the corporate governance, financial rigor, and customer scale required for a landmark public market debut.
The Resources for Humans Community: Brand Equity and Category Creation
In the enterprise B2B software sector, Chief Human Resources Officers (CHROs) and People Operations professionals have historically felt isolated. Unlike software engineers who benefit from thriving open-source communities like Stack Overflow and GitHub, HR leaders were forced to navigate complex labor laws, compensation crises, and organizational redesigns in private silos, relying on expensive corporate consultants.
Lattice fundamentally altered the professional landscape of human resources by founding Resources for Humans (RfH), an exclusive global community dedicated to modern people operations. Beginning as a curated Slack group in 2017, Resources for Humans expanded into an international network connecting more than 25,000 Chief People Officers, talent leaders, and HR professionals across the globe. Within the community, HR leaders share best practices, exchange performance review templates, benchmark remote-work compensation models, and discuss organizational culture challenges in an authentic, peer-moderated environment. Lattice hosts the annual Resources for Humans Virtual Conference, attracting tens of thousands of attendees and featuring keynote addresses from prominent authors, psychologists, and tech executives. The Resources for Humans community became Lattice’s most potent organic marketing engine: when an HR leader changes jobs or a company scales its people team, Lattice is already the trusted, beloved standard, driving viral customer acquisition and establishing an unassailable cultural brand moat.
Lattice AI Bias Detection and Natural Language Sentiment Parsing Architecture
A persistent vulnerability in corporate performance reviews and employee engagement surveys is the presence of subjective human bias. In traditional reviews, managers frequently use biased language without conscious intent—critiquing female leaders as 'too aggressive' while praising male leaders for the exact same behavior as 'commanding', or evaluating remote workers more harshly due to proximity bias. In engagement surveys, employee feedback often arrives as hundreds of unstructured text paragraphs that HR teams lack the time to read or analyze objectively.
Lattice addressed these cognitive flaws by engineering an advanced Natural Language Processing (NLP) and AI sentiment intelligence engine. When a manager drafts a review in Lattice, the system’s linguistic analysis models evaluate the text in real time against established organizational psychology benchmarks. The AI flags potentially problematic, non-actionable, or subjective phrasing, suggesting constructive, growth-oriented alternatives that focus strictly on observable business outcomes and competencies. In employee engagement surveys, Lattice’s sentiment engine parses thousands of free-form employee comments, categorizing emotional sentiment across themes like psychological safety, leadership trust, and burnout risk. The system highlights statistically significant sentiment shifts across specific departments or demographic cohorts, allowing HR leaders to address cultural friction points before they result in talent attrition.
Deep Systems Integrations: Connecting Lattice with Rippling, Gusto, and Workday
In modern enterprise IT environments, human resources software cannot operate as an isolated data island. Companies maintain established payroll systems (Gusto, Rippling, ADP), identity directories (Okta, Microsoft Entra ID), and communication channels (Slack, Microsoft Teams). If an HR tool requires manual data entry whenever an employee is hired, promoted, or resigns, it quickly becomes corrupted by human error and administrative neglect.
Lattice solved integration friction by engineering a universal, event-driven HR data synchronization fabric. Lattice maintains native, bi-directional API connectors with all major payroll and identity providers. When an enterprise hires an engineer through Rippling or Gusto, the new hire's profile, department, manager hierarchy, and compensation are synchronized into Lattice automatically via automated webhooks. Lattice immediately provisions the employee's onboarding checklist, creates recurring 1-on-1 meeting channels with their manager, and assigns their initial 90-day OKRs. When an employee receives a promotion or merit increase in Lattice Compensation, the approved salary adjustments push automatically to the company's payroll software. Lattice integrates natively into Slack and Microsoft Teams, allowing employees to share public praise, submit weekly check-ins, and receive review notifications without ever leaving their active workplace chat, achieving industry-leading daily active user engagement.
The Altmans of Silicon Valley: Jack Altman's Philosophy of People Strategy
In Silicon Valley lore, the Altman family occupies a historic position at the frontier of artificial intelligence and enterprise technology. While Jack Altman's brother, Sam Altman, became the face of the global artificial intelligence boom as CEO of OpenAI and former President of Y Combinator, Jack Altman carved out a parallel legacy focused on the human side of organizational excellence.
Jack Altman synthesized his core management philosophy in his bestselling book, 'People Strategy: How to Invest in People and Make Culture Your Competitive Advantage'. Altman argues that in a modern economy where capital is abundant and software code can be written by AI, a company's only sustainable, enduring competitive advantage is the quality, alignment, and emotional engagement of its people. Altman's book outlines actionable frameworks for modern leaders: how to set transparent OKRs that inspire without micromanaging, how to run 1-on-1s that foster psychological safety, and how to conduct performance reviews that motivate continuous growth. This thoughtful, human-first philosophy is embedded directly into Lattice’s product design: every workflow, button, and notification is crafted to treat employees as autonomous, capable adults rather than administrative line items, cementing Lattice's reputation as the most humane software in corporate America.
Enterprise Multi-Tenancy, Encryption at Rest, and Granular Permission Governance
Human resources software stores the single most sensitive, confidential data within an enterprise: executive compensation records, confidential peer evaluations, personal health accommodation requests, and disciplinary notes. A security breach or unauthorized internal access to this data can destroy employee trust, trigger corporate scandals, and violate federal labor regulations.
Lattice met the highest global enterprise security standards by implementing an ironclad multi-tenant security and encryption architecture. Deployed on Amazon Web Services across multiple availability zones, Lattice encrypts all customer data in transit using TLS 1.3 and at rest using AES-256 with customer-managed cryptographic keys via AWS Key Management Service (KMS). Lattice enforces strict multi-tenant data isolation at the database layer, ensuring that customer records cannot be co-mingled or inadvertently queried. Within the application, Lattice provides an extraordinarily granular Role-Based Access Control (RBAC) engine: enterprise administrators can configure customized visibility matrices ensuring that performance reviews, compensation benchmarks, and survey responses are accessible only to authorized individuals. Full audit logging tracks every data view and export, streaming telemetry to corporate SIEM platforms, validating Lattice’s readiness to safeguard sensitive personnel data for the world's largest enterprises.
The Manager Elevation Framework: Transforming First-Time Managers into Coaches
One of the most persistent operational crises across modern corporate enterprises is the failure of frontline management. In technology companies, top-performing individual contributors (such as stellar software engineers or top-producing account executives) are routinely promoted into managerial roles. However, managing human beings requires a completely different skill set than writing software code or closing sales deals. First-time managers rarely receive formal leadership training, leading to micromanagement, poor communication, missed deadlines, and employee turnover.
Lattice addressed this leadership vacuum by embedding the Manager Elevation Framework directly into the software interface. Lattice serves as an automated leadership copilot that guides managers through the fundamental practices of effective people management. The system provides structured 1-on-1 meeting templates based on proven organizational psychology frameworks, nudges managers to discuss long-term career growth rather than just tactical status updates, and reminds them to acknowledge employee contributions before review cycles. When a manager prepares for a coaching conversation, Lattice highlights open action items from previous meetings, recent goal progress, and public praise received by the direct report. By turning daily management into an intuitive, guided software workflow, Lattice transforms inexperienced frontline managers into empathetic, high-impact talent coaches, fundamentally lifting organizational performance across thousands of enterprises.
Employee Net Promoter Score (eNPS) Benchmarking and Real-Time Pulse Analytics
In traditional corporate human resources, employee engagement was evaluated through massive, sixty-question annual surveys that took employees forty minutes to complete. By the time HR leaders compiled and analyzed the results months later, the data was completely obsolete: disgruntled employees had already resigned, and cultural issues had metastasized into departmental crises.
Lattice modernized workforce sentiment tracking by introducing Real-Time Pulse Surveys and Employee Net Promoter Score (eNPS) Benchmarking. Rather than running exhausting annual surveys, Lattice allows People Operations teams to deploy lightweight, automated pulse surveys on a weekly, monthly, or quarterly cadence. Employees answer a single core question—'How likely are you to recommend this company as a great place to work?'—on a 0-to-10 scale, accompanied by optional anonymous qualitative commentary. Lattice’s analytics engine instantly calculates eNPS scores, segmenting results by department, tenure, location, and demographic cohort. Crucially, Lattice benchmarks an organization's sentiment data against an aggregated, anonymized dataset of more than 5,000 global companies, showing executive leaders exactly where their culture ranks against industry peers. This real-time visibility enables leadership teams to detect early warning signs of cultural disengagement, measure the impact of major executive decisions, and maintain high employee morale.
The Future of HR: Autonomous Succession Planning and Talent Mobility
In modern enterprise workforce management, executive leadership frequently struggles with succession planning. When a critical executive or senior engineering lead departs unexpectedly, companies spend months and hundreds of thousands of dollars on external executive recruiting firms to fill the vacuum, disrupting business momentum and damaging team morale.
Lattice is pioneering the future of workforce intelligence through Autonomous Talent Mobility and Succession Planning. By analyzing an enterprise’s historical performance ratings, verified competency ladder progressions in Grow, and peer feedback in real time, Lattice’s machine learning models identify internal high-potential talent across departments. When an enterprise plans an expansion or identifies key personnel turnover risks, Lattice generates automated internal succession candidate slates, matching employees whose demonstrated skills align with the open role. Lattice suggests targeted development plans to close skill gaps before promotions occur. By transforming human resources from a reactive administrative function into a proactive, data-driven internal talent marketplace, Lattice enables companies to promote from within, dramatically slashing recruiting expenses and cultivating a culture of enduring internal career mobility.
Extended FAQ: Frequently Asked Questions
Who founded Lattice and when?
Lattice was founded in 2015 by Jack Altman (Executive Chairman) and Eric Koslow in San Francisco, California, graduating from Y Combinator's Winter 2016 batch.
What is Lattice's valuation and revenue run-rate?
Lattice is valued at $3.0 billion following its Series F round led by March Capital, generating over $130 million in annualized recurring revenue (ARR) in 2026.
Who is the current CEO of Lattice?
Sarah Franklin, former President and Chief Marketing Officer at Salesforce and creator of Trailhead, has served as Chief Executive Officer of Lattice since January 2024.
What is Lattice HRIS?
Lattice HRIS is a cloud-native employee system of record managing company directories, onboarding, organizational charts, and time-off directly integrated with performance.
How does Lattice compare to Culture Amp?
While Culture Amp specializes primarily in employee engagement surveys, Lattice provides a complete people suite combining reviews, 1-on-1s, OKRs, compensation, and core HRIS.
How much does Lattice cost?
Lattice operates a per-employee-per-month (PEPM) model starting at $11/user/month for Performance, with modular add-ons for Engagement ($4), Grow ($4), Compensation ($6), and HRIS.
What is Resources for Humans?
Resources for Humans is Lattice's professional community connecting over 25,000 Chief People Officers and HR leaders through peer forums, conferences, and shared templates.
How does Lattice AI help managers write reviews?
Lattice AI synthesizes a year's worth of 1-on-1 notes, goal progress, and Slack peer praise into balanced review drafts while screening for unconscious bias.
Which companies use Lattice?
Lattice is used by more than 5,000 leading enterprises worldwide, including Slack, Robinhood, Monzo, Tide, Allbirds, Braze, and Webflow.
Is Lattice planning an Initial Public Offering (IPO)?
Yes, with seasoned enterprise executive Sarah Franklin as CEO and sustained $130M+ ARR, Lattice is actively preparing for an initial public offering on American equity markets.
