Enterprise AI Systems

Operational Intelligence. Engineered.

Custom AI systems that take routine work — contract review, inbox triage, client intake, time capture — off your team's desks. So your people spend hours on judgment, not on processing.

Schedule Consultation View Capabilities
01
Workflow
End-to-end process automation
02
Documents
Extraction, classification, analysis
03
Agents
Autonomous multi-step execution
04
Infrastructure
Private deployment & integration
Scroll
Hours → seconds
Document review
~5 business days (typical)
Your tenant, live
Never trains AI
Your data stays yours
Watch it read a document →

What you get on signature

Concrete deliverables. No "soon".

Every engagement produces a working tenant typically within ~5 business days of SOW signature. These are the artifacts that exist in your environment from day one.

01
Dedicated tenant
firm_id-scoped data plane · isolated storage · no shared DB
02
API keys
owner · admin · operator · viewer · raw token shown once · rotation + revoke
03
Workflow library
vertical template pack loaded · runnable from day one · versioned · rollback
04
Hash-chained audit
every state change · envelope-encrypted · GDPR Article 17 path
05
Approval Inbox
human override tiers · break-glass with multi-approver · signed decisions
06
Integrations
Gmail · O365 · Slack · SSO · DMS · signed outbound webhooks
07
Observability
structured logs · p50/p95/p99 histograms · public /status · audit explorer
08
Rollback & freeze
workflow versions reversible · tenant-level freeze · time-machine replay
Deployment models Security posture Integrations matrix

Evidence

Screenshots from the platform itself.

Captured from a real provisioned tenant running the production stack — admin console, OpenAPI spec, workflow library, operational telemetry. No mockups, no renders, no "coming soon".

Workflow Definitions admin view — 7 legal_corporate templates registered, versioned, runnable
01 · Workflow library

7 legal workflows loaded on day one.

After a 5-second provisioning step, the tenant has the full legal_corporate template pack: contract review routing, NDA review, M&A diligence, eDiscovery intake, matter lifecycle, monthly billing, regulatory checks. Each is versioned (v1), human-supervised by default, and runnable from the admin console or the API.

35 workflow templates · 10 verticals versioned · rollback human-supervised
Operational telemetry JSON — per-agent metrics, capability calls, success rate, average latency
02 · Operational telemetry

Every agent action, measured.

A rolling 30-day window of every capability call broken down by agent, success rate, average latency. The shot shows real numbers from a freshly provisioned tenant — compliance_officer agent ran 2 list_incidents calls, both succeeded, 19ms average. Same data ships to your own observability stack via signed webhooks.

per-agent · per-capability success rate · p50/p95/p99 webhook subscribable
OpenAPI 3.1 Swagger UI served by the production backend at /docs
03 · Public API

OpenAPI 3.1 spec, served by the backend itself.

Every endpoint your tenant exposes is documented in a live OpenAPI 3.1 spec at /openapi.json, with interactive Swagger UI at /docs. No "PDF coming soon" — it's the source of truth your team builds against.

OpenAPI 3.1 auto-generated always current

Want to see this running against your data? Book a consultation.

Built on infrastructure used by the world's most demanding firms

What We Build

Intelligence for every layer of your operations.

From document ingestion to client communication, we engineer AI systems that handle the volume, speed, and complexity your teams shouldn't.

Document Intelligence
Automated extraction, classification, and analysis of contracts, filings, and legal documents at scale.
Workflow Automation
End-to-end business processes automated with intelligent routing, approvals, and exception handling.
AI Agents
Autonomous agents that execute multi-step workflows, interface with your systems, and escalate when judgment is required.
Internal AI Systems
Custom-built AI infrastructure deployed within your environment — private, secure, and aligned to your data policies.
CRM Automation
Intelligent client data management — automatic updates, follow-up sequencing, and relationship signal detection.
Operational Optimization
Systematic analysis and restructuring of your processes to eliminate friction, reduce cost, and accelerate throughput.
AI Integration Consulting
Strategic advisory on where AI delivers highest ROI within your firm — with implementation roadmaps built for enterprise risk tolerance.
Business Process Automation
Full-spectrum automation of finance operations, compliance workflows, reporting, and administrative overhead.
Secure Deployment
On-premise and private cloud deployments meeting the data residency and compliance requirements of regulated industries.
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System Architecture

Engineered for predictable, auditable execution.

Every Sonoda Dynamics deployment follows a layered architecture — separating ingestion, intelligence, and action. Auditable at every stage. Integrated with your existing systems.

01
Ingestion
Email · DMS · APIs · Drive
→
02
Classification
Document type · Priority
→
03
Extraction
Structured data · Entities
04
Reasoning
Policy · Rules · Risk
→
05
Action
CRM · ERP · Notifications
→
06
Audit
Tamper-evident logs
Latency p50 / p95 / p99 tracked
Throughput Async job queue
Uptime SLA By contract
Compliance GDPR · SOC 2 roadmap

Deployment Models

Three deployment paths. Same engineering rigor.

01 Managed Cloud

Hosted on our infrastructure. Fastest deployment timeline. Encryption in transit and at rest.

Setup2–4 weeks
Data residencyEU · US · APAC
EncryptionAES-256
02 Private Cloud

Deployed inside your AWS, Azure or GCP tenant. Your network. Your IAM. Your audit logs.

Setup4–8 weeks
Data residencyYour tenant
IsolationVPC · Private link
03 On-Premise

Air-gapped or hybrid deployments for regulated industries. Zero data egress. Full operational control.

Setup8–14 weeks
Data residencyOn-site
NetworkAir-gap option

Industries

Built for firms where precision is non-negotiable.

We serve industries where data is sensitive, compliance is mandatory, and the cost of error is high.

View All Industries
Law Firms & Legal Financial Services Real Estate & Development Consulting & Advisory Private Equity & Asset Management Insurance & Risk

How We Work

Disciplined process. Measurable outcomes.

Every engagement begins with a rigorous operational audit.

GDPR-ready SOC 2 Roadmap On-Premise Available API-First Architecture
01 — Discovery
Operational audit & opportunity mapping
A structured two-week analysis of your current workflows, systems, and data flows.
02 — Architecture
System design & technical specification
Our engineers design the full system architecture before writing a single line of code.
03 — Build
Precision engineering & integration
Purpose-built AI systems integrated directly into your existing infrastructure.
04 — Deployment
Phased rollout & performance validation
Controlled deployment with clear acceptance criteria. We don't go live until performance matches the stated benchmarks.
05 — Operations
Continuous optimization & support
Ongoing monitoring, model refinement, and performance reporting.
Sonoda Dynamics

Sonoda Dynamics builds operational intelligence — engineered systems that replace manual work with measurable, durable advantage.

Get Started

Ready to engineer your operations?

Book a no-commitment consultation with our team. We'll assess your current operations, identify the highest-value automation opportunities, and present a clear implementation path.

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