One Platform. Three Products. Zero Compromise.

FocusDB, TestDB, and WorkforceDB aren't three products bolted together — they're three applications born from the same technology core. Every line of shared code means faster innovation, stronger security, and lower cost for every customer on every platform.

The Shared Advantage

Why a Unified Platform Matters

Most enterprise vendors build separate products and stitch them together with integrations. Circle built the platform first — then the products. The difference is fundamental.

Ship Once, Benefit All

Every security patch, AI model upgrade, and performance improvement deploys across all three products simultaneously. FocusDB customers benefit from optimizations discovered in TestDB — and vice versa.

3xfaster feature velocity

Single Identity, Zero Friction

One login, one permission model, one audit trail. Users moving between FocusDB, TestDB, and WorkforceDB never re-authenticate. IT admins manage one identity provider, one RBAC policy, one compliance posture.

1identity system

Cross-Platform Intelligence

AI models trained on data from all three products develop richer understanding than any single-product model could. A pattern detected in WorkforceDB field data can improve FocusDB case predictions — automatically.

12M+shared training events / day

Compounding Cost Efficiency

Shared infrastructure means shared economics. Every new customer on any platform reduces the per-unit cost for every other customer. The more Circle grows, the more everyone saves.

42%lower TCO vs. point solutions
Agentic AI Engine

Intelligence That Acts,
Not Just Answers

Circle's AI isn't a chatbot wrapper or an autocomplete layer. It's a multi-agent orchestration engine that autonomously executes complex workflows, makes decisions within human-defined guardrails, and continuously learns from every interaction across all three platforms.

STEP 01

Observe

Agents ingest real-time data streams — case updates, lab results, field events — and build a contextual understanding of the current state across every workflow.

STEP 02

Decide

Using domain-specific models trained on billions of events, agents evaluate options against configurable rules, regulatory constraints, and historical outcomes — in milliseconds.

STEP 03

Act

Agents execute decisions autonomously — routing cases, flagging anomalies, dispatching technicians, generating reports — while logging every action for human review.

AI Capabilities

Multi-Agent Orchestration
Coordinate dozens of specialized agents on a single task — each with its own domain expertise
Autonomous Decision Engine
Make real-time decisions within human-defined guardrails — no human bottleneck required
Continuous Learning Loop
Models improve with every interaction, every resolution, every outcome across all three platforms
Human-in-the-Loop Controls
Configurable escalation thresholds ensure humans review high-stakes or low-confidence decisions
Domain-Specific Models
Separate fine-tuned models for healthcare, legal, field service — not one generic model for everything
Real-Time Optimization
AI adjusts workflows, routing rules, and predictions continuously based on live performance data
AI Decisions / Day
12M+
Autonomous actions
Model Accuracy
97.3%
Across all domains
Avg Decision Latency
<22ms
End-to-end inference
Post-Quantum Cryptography

Security That Outlasts the Threat Landscape

Quantum computers will break RSA and ECC encryption within this decade. Circle doesn't wait for 'harvest now, decrypt later' attacks to succeed — every data path is already protected by NIST-standardized post-quantum algorithms.

Built-in, not bolted on.

Most vendors plan to migrate to PQC eventually. Circle launched with it. Every key exchange, every digital signature, every encrypted data store uses NIST-approved lattice-based algorithms. There's no legacy cryptographic debt to pay down, no migration timeline to manage, no interim hybrid-only compromise.

For regulated industries — healthcare, legal, government, financial services — this isn't a nice-to-have. Data encrypted today with RSA-2048 will be decryptable by quantum computers. Circle ensures that data captured in 2025 remains confidential in 2045 and beyond.

CRYSTALS-KyberKey Encapsulation
Lattice-based KEM for quantum-safe key exchange — replaces RSA/ECDH in every TLS handshake
CRYSTALS-DilithiumDigital Signatures
Lattice-based signatures for code signing, API authentication, audit trails, and TS3 ledger integrity
Hybrid TLS 1.3Transport Security
Dual classical + PQC key agreement ensures backward compatibility while guaranteeing quantum resistance
SPHINCS+Hash-Based Signatures
Stateless hash-based signatures for long-lived keys — certificate authorities and root-of-trust anchors

PQC Coverage

Data at Rest
Every database record, document, file, and vector embedding encrypted with PQC-derived keys
Data in Transit
All inter-service, client-to-server, and edge-to-cloud communication over Hybrid PQC TLS 1.3
Data in Computation
Encrypted query processing and homomorphic operations keep data protected even during analysis
API Authentication
Every API request signed with Dilithium — no RSA or ECDSA in the authentication chain
Audit & Compliance
PQC-signed immutable audit logs — tamper-proof against both classical and quantum adversaries
Key Management
FIPS 140-3 validated HSMs with quantum-safe key generation, rotation, and escrow workflows
PQC Operations / Sec
1.2M
Lattice-based encryption
Zero Legacy Crypto
100%
PQC from day one
FIPS 140-3
Validated
HSM key management
Architecture

Unified Platform,
Compounding Returns

Every shared layer multiplies value across all three products. Here's what each layer of the stack delivers — and why it matters that they're unified.

Application Layer

Three purpose-built CRMs, each with deep domain expertise — case management, lab operations, and field service. Because they share everything below, each ships faster and costs less than standalone alternatives.

60% faster time-to-market for new features
FocusDB
TestDB
WorkforceDB
Agentic AI Core

A shared intelligence layer powered by models trained across a vast ecosystem of enterprise customers and diverse industries. Patterns discovered in one product improve predictions in all three — creating a data network effect no single-product vendor can match.

97.3% model accuracy from cross-platform training
Agent Engine
Model Gateway
Learning Pipeline
Prompt Registry
Security & Identity

One security posture, one compliance audit, one identity provider. When a vulnerability is patched, it's patched everywhere. When a compliance framework is certified, all three products inherit it simultaneously.

1 audit covers 3 products — not 3 separate audits
PQC Encryption
Zero Trust
Unified Identity
RBAC Engine
CircleCore IaaS

Six shared infrastructure services — compute, storage, networking, API gateway, metering, and operations — all post-quantum encrypted and independently scalable. One team builds it, three products benefit, and all of our clients share the cost.

42% lower TCO vs. three separate platforms
CircleCompute
CircleStore
CircleMesh
CircleGate
TS3
CircleOps
Compliance

Certified Once, Applied Everywhere

Because all three products share the same security, identity, and infrastructure layers, a single compliance certification covers the entire Circle platform.

✓
SOC 2 Type II
Certified
All products, all infrastructure
✓
HIPAA
Compliant
FocusDB + TestDB — BAA available
✓
FIPS 140-3
Validated
CircleCore HSM & key management
✓
GDPR
Compliant
Data residency, right to erasure, DPO
✓
CLIA / CAP
Supported
TestDB lab compliance workflows
✓
FedRAMP
In Progress
Government deployment readiness
See the platform in action

Schedule a technical deep-dive with our engineering team — we'll walk you through the AI engine, PQC implementation, and shared architecture.