# Overstand Labs > Overstand Labs is an AI digital transformation partner for modern companies — embedded engineers and a platform that merge structured systems and unstructured conversations into one queryable foundation so teams can validate ideas, answer questions, and automate actions with confidence. Full LLM-optimized content for every page is available at /llms-full.txt. ## Pages - [Overstand Labs — AI digital transformation partner](https://overstandlabs.com/): Overstand Labs homepage — an AI digital transformation partner whose engineers embed in your team to piece together your data picture and ship working AI systems, plus the maintained products that grew out of that work. - [About Overstand Labs — founders and origin story](https://overstandlabs.com/about): The origin story and founding team behind Overstand Labs — Mihir Patil (ex-Palantir, ex-Google) and Derrick Cheng (ex-Meta, ex-LinkedIn) — built to solve the fragmented-insight problem that prevents leadership teams from validating ideas against their own company data. - [Clinical Trial Recruitment Intelligence — institutional memory across studies](https://overstandlabs.com/clinical-trial-recruitment): Overstand connects structured screening data with unstructured coordinator communications (notes, emails, call logs) to build institutional memory across clinical trials — so every new protocol identifies re-eligible patients from prior studies instead of starting from scratch. - [HR & Compliance Intelligence — behavioral patterns, defensible evidence, single operating picture](https://overstandlabs.com/compliance): Overstand transforms enterprise communications and system data into a single operating picture for HR and compliance teams — surfacing behavioral patterns across channels, people, and time that single-tool monitoring misses, and producing defensible evidence packages for regulatory response. - [Customer Data Platform (CDP) & Voice of the Customer FAQ — unified first-party customer intelligence](https://overstandlabs.com/customer-data-platform-voice-of-customer-faq): Overstand combines customer data platform (CDP) capabilities with voice-of-the-customer software, unifying first-party data from emails, support tickets, call transcripts, chat, CRM, and surveys into a single foundation — with evidence tracing and sentiment-shift detection 30-60 days before it appears in dashboards. - [Data Security at Overstand Labs — encryption, isolation, BYO AI, CCPA / GDPR / HIPAA readiness](https://overstandlabs.com/data-security): Enterprise-grade security built on four pillars — AES-256 encryption at rest and TLS 1.3 in transit, filesystem-isolated cloud environments per customer, stateless AI processing with optional bring-your-own keys, and regulatory readiness for CCPA / GDPR / HIPAA — engineered by a team with Palantir privacy-engineering experience. - [Enterprise Intelligence — one queryable environment for everything an organization knows](https://overstandlabs.com/enterprise-intelligence): Overstand's enterprise intelligence solution ingests structured systems (databases, CRMs, billing, HRIS) and unstructured channels (email, Slack, Teams, call transcripts, memos) into a single queryable environment, and returns structured, source-attributed answers to natural-language questions — collapsing weeks of manual correlation into minutes. - [Epstein Files — public-interest demonstration of reasoning over released DOJ documents](https://overstandlabs.com/epstein-files): A public-interest project by Overstand Labs that makes the DOJ's publicly released Epstein files queryable with investigative rigor — move through thousands of pages in minutes, ask specific questions, receive sourced answers. Access available to press, government investigators, law enforcement, and public-interest researchers. - [Class Action Litigation Intelligence — Rule 23 evidence at plaintiff-class scale](https://overstandlabs.com/legal/class-action): Overstand processes terabytes of class action discovery — employment records, financial documents, communications, contracts — to establish Rule 23 commonality across thousands of plaintiffs, quantify aggregate damages with 99%+ class coverage, and build certification packages that defendants cannot effectively challenge. - [In-House Litigation Readiness — pre-indexed evidence, day-one discovery response](https://overstandlabs.com/legal/in-house-litigation): Overstand continuously pre-indexes enterprise data (email, Slack, Salesforce, HRIS, documents, databases) so when a lawsuit is filed, in-house counsel has evidence already searchable and a targeted litigation hold deployed within hours — compressing the standard 6-8 week discovery scramble into 1-3 days. - [M&A Due Diligence Intelligence — structured answers from the full data room](https://overstandlabs.com/legal/mergers-and-acquisitions): Overstand processes the entire M&A data room — 50,000+ documents including contracts, board minutes, financial statements, employment agreements, and litigation files — and returns structured answers to 10 critical due-diligence questions with full source attribution, in hours instead of 4-8 weeks. - [Patent Law Litigation — verified, full-corpus prior art search for invalidation and defense](https://overstandlabs.com/legal/patent-law): Overstand runs full-corpus prior art search for patent litigation — invalidating an opposing patent or defending your own — with an explicit anti-hallucination guarantee: every patent and citation returned is real and traceable, unlike raw ChatGPT, Claude, or Gemini. Available directly in Overstand or via MCP inside Claude, ChatGPT, or Gemini. - [Personal Injury Intelligence — direct visibility into every accident in your jurisdiction](https://overstandlabs.com/legal/personal-injury): Overstand integrates state crash report portals, local news, and public people-data to surface every reported accident in a personal-injury firm's jurisdiction — enriched, mapped, and prioritized — replacing $160-240/lead services with direct access, daily intake queues, and built-in cooling-off-period compliance. - [Privacy & Regulatory Compliance Intelligence — automated DSAR and right-to-be-forgotten fulfillment](https://overstandlabs.com/legal/privacy-compliance): Overstand automates DSAR fulfillment and right-to-be-forgotten requests across every enterprise system — email, CRM, HRIS, Slack, databases, support — compiling complete regulator-ready data packages in minutes instead of 2-6 weeks, with AI entity resolution for unstructured sources and defensible audit trails. - [Whistleblower & False Claims Act Intelligence — pattern detection across health records, billing, and communications](https://overstandlabs.com/legal/whistleblower): Overstand processes 500K+ records spanning health data, billing records, internal communications, and HR files for False Claims Act and whistleblower cases — proving fraud from billing-communication cross-reference, detecting retaliation patterns across individuals and channels, and building defenses from the same massive dataset. - [Privacy Policy — how Overstand Labs handles website visitor information](https://overstandlabs.com/privacy): Overstand Labs' privacy policy covering the marketing website (not customer product data). Describes voluntary information collection, analytics cookies that are disabled by default until consent, Google Consent Mode compliance, EEA / UK legal basis (consent + legitimate interest), and data subject rights under GDPR and CCPA. ## Blog - [9 Ways to Meaningfully Improve Your Coding Agent's Performance on Existing Codebases](https://overstandlabs.com/blogs/coding-agents-existing-codebases): Point a coding agent at an existing codebase and the weak spots in your development process show up fast. Here's the infrastructure that actually moves the needle. - [Trust but verify: How to prevent AI from making things up](https://overstandlabs.com/blogs/trust-but-verify): AI doesn't fail by being obviously wrong — it fails by being almost right. Here's how you can build good, accurate AI systems before it misleads you. - [How to make DSAR Compliance simple](https://overstandlabs.com/blogs/privacy-dsar-rtbf): Respond to DSAR requests faster with Overstand. Locate personal data across systems, generate complete records, and meet compliance deadlines with confidence. - [The Epstein Files — We Made Them Rigorously Searchable With One-Off Data Pipelines](https://overstandlabs.com/blogs/epstein-files-data-pipelines): How we made the DOJ's release of the Epstein files semantically searchable with one-off data pipelines per query — no traditional RAG involved. ## Brand & design - [Overstand logo — light background](https://overstandlabs.com/logo-light.svg): Primary logo mark for light / white backgrounds. - [Overstand logo — dark background](https://overstandlabs.com/logo-dark.svg): Primary logo mark for dark / black backgrounds. - [Overstand logo — brand green](https://overstandlabs.com/logo-green.svg): Primary logo mark in brand earth-green. Brand color is an earth-tone green (primary: #718259). Typography: Plus Jakarta Sans (body), Lora (serif accents), PT Mono (monospace / code). Full palette, type scale, and design guidance are in /llms-full.txt.