INTRODUCING REARC AI LABS

Applied AI engineering for institutions that can’t afford to get it wrong

An elite applied-AI engineering team inside Rearc, building production AI for the world’s most regulated enterprises.

AI that ships in production at institutions that cannot afford failure.

Talk to the Lab Explore the accelerators ↓

labs-deploy — production

$ labs deploy --target prod --gate eval,policy · resolving release rc-2026.06.10 ✓ eval suite 1,284 / 1,284 cases passed ✓ guardrails injection · pii · jailbreak clear ✓ policy checks data-residency · access enforced · awaiting promotion gate: human sign-off ✓ promotion approved production gate opened ✓ rollout 100% · canary healthy # audit trace rc-2026.06.10/7f3a9c · sealed$labs deploy --target prod --gate eval,policy·resolving release rc-2026.06.10✓eval suite 1,284 / 1,284 cases passed✓guardrails injection · pii · jailbreak clear✓policy checks data-residency · access enforced·awaiting promotion gate: human sign-off✓promotion approved production gate opened✓rollout 100% · canary healthy#audit trace rc-2026.06.10/7f3a9c · sealed

CLAUDE PARTNER NETWORK

rearc

Rearc is a Select partner in the Claude Partner Network Services Track.

Our team is certified to deliver Claude for customers, and we are building from here.

Claude Partner badge

Read the announcement →

Claude Partner Network ↗

A decade of trust_

SOLUTION ACCELERATORS

The IP that turns a services firm into a platform

Each accelerator was born from a real customer engagement and hardened for enterprise reuse. Built once, where failure wasn’t an option — then made reusable.

APPLIED AI · FLAGSHIP

Enterprise AI Platform Framework

The production foundation for enterprise agentic AI — the gateway, controls, and evidence layer that lets a regulated institution put an agent into production with confidence.

LLM GATEWAYrouting · cost · keys
GUARDRAILSpolicy · PII · safety
AGENT BLUEPRINTpatterns · tools · memory
AUDITABILITYtrace · log · replay
EVAL FRAMEWORK1,284+ test cases

APPLIED AI

AI Training Workshop

A hands-on workshop, offered at multiple levels, that meets enterprise teams at any point in their AI adoption journey.

APPLIED AI

AI Toolkit

Our open-source platform for running AI coding agents at scale — APM packages, Docker sandboxes, and curated kits. Free on GitHub.

CYBERSECURITY

Security Asset & Identity Mgmt

Centralized security posture management across assets and identities.

CYBERSECURITY

Agentic AI for SecOps

AI-driven threat detection and automated response, built for enterprise security operations.

BORN FROM REAL CUSTOMER ENGAGEMENTS · HARDENED FOR ENTERPRISE REUSE · DETAIL AND DEMOS ON REQUEST_

IT SHIPS

Evidence, not demos

INSURANCE

AGENTIC AI

ANTHROPIC

Guardian Life: a first production-scale AI assistant

For a large insurance provider, the Lab designed and deployed its first major AI assistant at scale — an agentic system on Claude and AWS Bedrock that answers complex policy questions for support agents, internal product teams, and third-party sales reps, backed by the organization's first production MCP server.

1st: production AI chatbot at scale
1st: production MCP server
3: user audiences served

FROM THE LAB

AI Toolkit: managing AI coding agents at scale

The Lab’s open-source pattern for running AI coding agents across an organization — built on Microsoft’s APM and Docker sandboxes, with a custom layer that unifies other AI toolkits, like the Databricks and AWS kits, across their varied formats and installers.

View on GitHub →

HEALTHCARE / LIFE SCIENCES

AGENTIC AI

ANTHROPIC

Advarra

A clinical-research and healthcare-compliance company. An Anthropic joint case study — agentic AI applied in a compliance-heavy, regulated environment. Scope and outcome pending publication_

HEALTHCARE

AI ENABLEMENT

Enabling a PE-backed health-services team

The Lab ran an AI enablement program that turned a private-equity-backed health-services company's teams into AI-empowered builders. Cohort size and outcome pending sign-off_

NAMED CLIENT OUTCOMES & FIGURES SHOWN QUALITATIVELY — VERIFIED NUMBERS PENDING SIGN-OFF_

PARTNERSHIPS

Building alongside the platforms that define enterprise AI

TIER 1

AI MODEL PARTNER

A member of the Claude Partner Network — Services Track, with a certified team putting Claude into production for the institutions we serve. See the announcement above.

TIER 1

DATA-GRAVITY PARTNER

A Select Partner with Lakewatch and FINS specializations. The Lab connects the Databricks data platform to production AI workloads through our accelerators and connectors.

TIER 2 · INFRASTRUCTURE

THE MIDDLE GROUND

Frontier AI capability, married to enterprise-grade rigor

Most AI consultancies demo well but can’t ship. Most system integrators ship but lack real AI depth. Rearc AI Labs occupies the rare middle ground between them: deep model expertise and production engineering discipline, applied in the most regulated environments on earth.

WHY THE LAB IS DIFFERENT

Enterprise DNA

We understand the compliance, security, auditability, and governance that make enterprise AI fundamentally different — and we ship where failure carries regulatory, financial, and reputational consequences.

Applied over theoretical

Every accelerator and research initiative is grounded in a real customer problem. The team rotates between internal innovation and customer delivery — tested against reality, not a whiteboard.

Data-first conviction

AI is useless without data. We get the data foundation right first, then build AI on top. It’s why Databricks is our primary data partner.

Full-stack AI capability

Data platform → fine-tuning → agentic orchestration → guardrails → AI-powered security. One team, end-to-end, no hand-offs.

ENGAGE THE LAB

Have a problem that can’t afford to fail? Bring it to the Lab

A Lab Engagement gives you the team, the accelerators, and a structured methodology with documented outcomes — the top tier of what Rearc does.

Talk to the Lab

01Tell us the problem

02Fast response from the Lab

03Scoped engagement, defined outcomes

Applied AI engineering for institutions that need to move quickly and decisivelycan’t afford to get it wrongcan’t afford to get it wrong