How is Daylite different from Portkey or LiteLLM?

Portkey uses eventual consistency for budget checks, causing overruns under parallel agent load. LiteLLM has P99 latency of 28 seconds at 500 RPS and suffered a supply chain attack in March 2026. Daylite uses atomic pre-flight enforcement with zero race conditions.

How do I integrate Daylite with CrewAI or LangGraph?

Change your base_url to api.daylite.ai/v1 and add an X-Daylite-Customer header. Two lines of code. Works with any OpenAI-compatible SDK.

11-layer security scannerSecrets + PII + source code detectionFIPS 140-3 validated cryptoSOC 2-ready audit trailSBOM (CycloneDX)Air-gap ready

Sovereign AI Platform for Regulated Enterprise

Build AI agents
behind your firewall.

Daylite is a self-hosted AI agent platform with an 11-layer security scanner. API keys, source code, PII, infrastructure configs — caught and blocked before they reach any LLM provider. No-code workflow builder for fintech, healthcare, and defense. Under 2ms scanning overhead. FIPS-validated encryption.

Request a Demo Architecture Docs

Architecture — 11-layer security scanner within your VPC

Your Agent

Workflows, RAG

→

Input Scanner

Secrets, PII, code, injections

Budget + Audit

Enforce, log, route

Output Scanner

Hallucinated PII, vuln code

→

LLM

Local or commercial

Secrets blocked. PII redacted. Source code caught. Infra topology stripped. All under 2ms.

92%

of enterprises deploying AI

58%

of regulated industries blocked by compliance

$14B

market for self-hosted AI platforms

platforms combine agent builder + compliance

Two products. One platform. Zero data leakage.

Existing platforms force a choice: easy to use (Stack AI, Dify) but cloud-only, or compliant (Palantir, IBM) but costs millions. Daylite is both.

Layer 1

No-Code Agent Builder

Drag-and-drop AI workflows for business users. KYC automation, clinical documentation, claims processing, document review — without writing code. Like Stack AI, but it runs inside your firewall.

✓ Visual workflow designer

✓ Pre-built templates per vertical

✓ RAG pipeline (local vector DB)

✓ Multi-model: local Llama (sensitive data) + GPT-4o (PII-stripped queries only)

Layer 2

Security Scanner + Compliance Engine

11-layer security scanner on every LLM call — input AND output. Not just PII. API keys, source code, infrastructure topology, prompt injections — caught and blocked before they leave your network. Under 2ms total overhead.

✓ Secrets detection: API keys, passwords, tokens → BLOCKED

✓ PII/PHI redaction (SSN, CC, email, phone, IP)

✓ Source code & infra topology leak prevention

✓ Prompt injection firewall (direct + indirect)

✓ Output scanning: hallucinated PII + vulnerable code

✓ Immutable audit trail + budget enforcement + FIPS crypto

Built for regulated industries

One platform, vertical compliance modules. Each module adds industry-specific PII rules, templates, and audit requirements on top of the shared core.

Fintech

PCI-DSS / SOX

KYC/AML automation, fraud detection, regulatory QA — with transaction-level audit trails. Your trading data and customer PII stay inside your infrastructure.

Ramp, Brex, Plaid, Stripe — and the banks behind them

Healthcare

HIPAA / BAA

Clinical documentation, patient triage, medical coding — with PHI auto-redacted before any LLM call. 6-year audit retention. BAA available.

Oscar Health, Hims, ambulatory groups, health systems

Insurance

NAIC / SOX

Claims processing, underwriting automation, policyholder communication — with algorithmic explainability and state regulator compliance.

Claims AI, underwriting automation, regulatory reporting

Defense & Government

FedRAMP / FIPS / IL4-5

Air-gapped deployment via Zarf. Local Llama inference on disconnected networks. SBOM for every binary. FIPS encryption by default.

Defense contractors, civilian agencies, intelligence community

The $14B gap nobody fills

Easy platforms lack compliance. Compliant platforms lack usability. Daylite is both.

Capability	Daylite	Stack AI	Dify (OSS)	Palantir AIP
No-code agent builder	Yes	Yes	Yes	Low-code
Self-hosted / air-gap	Native (single binary)	Enterprise add-on	DIY (no compliance)	Yes
HIPAA + BAA	Yes	Yes	No	Yes
PCI-DSS	Yes	No	No	Partial
FIPS 140-3	Validated library (aws-lc-rs)	No	No	Yes
SBOM generation	CycloneDX (Rust)	No	No	Custom
Deployment	1 binary / Helm / Zarf	50+ containers	Docker Compose	Palantir engineers
Price	$80K-500K/yr	$50-200K/yr	Free + infra	$1M-10M+/yr

Rust core. Single binary. Clean SBOM.

While competitors ship 50+ Python containers with thousands of transitive dependencies, Daylite ships a single Rust binary with FIPS encryption and a deterministic SBOM.

Rust + Axum

Memory-safe, no GC pauses, no Python GIL. P99 <1ms at 10K RPS.

FIPS 140-3 Validated Crypto

Built on aws-lc-rs (FIPS Certificate #4816). Not custom-certified — using pre-validated library.

CycloneDX SBOM

Generated from Cargo.lock. Deterministic. Signed. Baked into every image.

Air-Gap via Zarf

Defense Unicorns standard. Single tarball. No internet required.

Cosign Signed Images

SLSA Level 3 provenance. GitHub Actions OIDC. Tamper-proof.

Hybrid LLM Routing

Sensitive data → local Llama (never leaves network). PII-stripped queries → commercial API. Configurable per workflow.

Pilot to production in 90 days

Enterprise AI deployments don't need to take 18 months. Daylite deploys in your VPC in days, not months. Here's the typical pilot timeline.

Week 1-2

Pilot deployment

Deploy Daylite in your VPC or test environment. Connect to your LLM providers. Basic agent workflow running.

Week 3-4

Compliance configuration

Enable PII redaction rules for your vertical. Configure audit log export to your SIEM. Set budget policies per team.

Week 5-8

Agent development

Build production workflows with your team. KYC automation, clinical notes, claims processing — using the visual builder.

Week 9-12

Production rollout

Full deployment with SSO/RBAC, monitoring dashboards, and compliance reporting. Transition from pilot to annual license.

Pricing

Annual platform license. Predictable costs. No per-token surprises.

Pilot

$50K / 90 days

Full platform, single team

Basic compliance module

10 builder seats

Deployment support

Converts to annual license

Platform

Most common

$150-500K / year

Unlimited agents + workflows

1 vertical compliance module

PII redaction + audit trail

Hybrid LLM routing

Priority support + SLA

Enterprise

Custom

Multiple compliance modules

Air-gapped / Zarf deployment

SSO / SAML / SCIM + RBAC

SOC 2 + BAA + DPA

Dedicated success engineer

FedRAMP pathway support

Questions your compliance team will ask

What is a sovereign AI platform?

A sovereign AI platform runs entirely within your own infrastructure — your VPC, your data center, or your air-gapped network. Your data never leaves your security boundary. Daylite combines a no-code AI agent builder with built-in compliance controls (PII redaction, audit logging, budget enforcement, FIPS encryption) so regulated enterprises can deploy AI without compromising data sovereignty.

How is Daylite different from Stack AI or Dify?

Stack AI and Dify are excellent no-code AI builders, but they lack deep compliance: no PCI-DSS, no FIPS-validated crypto, no SBOM generation, and limited air-gap support. Daylite is built from the ground up for regulated industries — Rust core (not Python), single binary deployment, FIPS-validated encryption via aws-lc-rs, and vertical compliance modules for fintech, healthcare, and defense.

How does PII redaction work with commercial models like GPT-4o?

When a workflow routes to a commercial model, PII is stripped from the prompt BEFORE the request leaves your network. SSNs, emails, phone numbers, and credit cards are redacted via regex and lightweight NER. The sanitized query goes to GPT-4o via Azure Government or AWS GovCloud. Sensitive data that cannot be sanitized (PHI, classified) routes exclusively to local models. You configure routing rules per workflow — no data leaves without explicit policy approval.

What compliance certifications does Daylite have?

Daylite uses FIPS 140-3 validated cryptography via aws-lc-rs (Certificate #4816) — a pre-validated library, not a custom certification. Audit logs are generated in SOC 2-compatible structured JSON format to accelerate your SOC 2 Type II audit, but Daylite itself is pursuing certification (target Q4 2026). HIPAA technical controls (PII/PHI redaction, access logging, encryption at rest) are built in — BAA signing available for Enterprise tier. CycloneDX SBOM generated for every build.

How does deployment work in an air-gapped environment?

Daylite packages as a single signed tarball compatible with Zarf (the DoD standard for air-gapped Kubernetes). Transfer via approved media, deploy to your disconnected cluster. No internet, no DNS, no external dependencies. GPU drivers and LLM weights bundled offline. Harbor for local container registry.

Why Rust instead of Python?

Three reasons: supply chain security, SBOM quality, and deployment simplicity. Rust produces a single static binary — no Python interpreter to hijack (as demonstrated by the March 2026 LiteLLM supply chain attack that compromised AWS credentials via a .pth file). Cargo.lock provides deterministic, verifiable SBOMs. And a 50MB binary replaces the 50+ Python containers that competitors require.

See Daylite in your environment

Request a demo deployment in your VPC. Or start with a 90-day pilot. We'll show you exactly how your data stays inside your boundary.

Or contact us at hello@daylite.ai

Build AI agentsbehind your firewall.