Claude-powered · AWS-delivered

Enterprise AI Agents for Regulated Industries

We build and operate production-grade AI agent systems across five horizontals, proven in financial services, healthcare, and legal.

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Anthropic Partner
AWS Co-Sell Partner
Anthropic Institute Certified
Financial services · Healthcare · Legal
Our platforms

Three Products, One Ecosystem

Every engagement is powered by our suite of platforms, from agent delivery to project intelligence to cost governance.
Flagship

CPN

Our Claude Partner Network delivery platform. A horizontal suite of production-grade agents, built, hardened, and operated for regulated enterprises on AWS.

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Companion intelligence

p3m.ai

AI-native project, program, and portfolio management. Gives your teams intelligent oversight of every engagement, milestones, risks, and decisions in one place.

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Governance add-on

CostKatana

Real-time AI cost observability and governance. Every agent we deploy is instrumented with CostKatana, tracking spend, quality, and ROI from day one.

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Services

Five Agent Horizontals

A repeatable suite of capabilities every enterprise needs, each proven in regulated, high-toil verticals.

Conversational Service & Experience

24/7 customer and employee-facing agents that resolve, escalate, and learn. Account servicing, patient intake, dispute handling.

Document & Knowledge Intelligence

Agents that read, extract, and synthesize across large document estates. Loan packages, clinical docs, contract review.

Decision Analytics & Natural-Language Data

Ask your data warehouse questions in plain English. Portfolio queries, population health, churn analysis, no SQL needed.

Process & Workflow Orchestration

Multi-system agents that own an outcome. Employee onboarding, KYC, month-end close, claims processing across every system.

Risk, Compliance & Security

Agents for the highest-stakes work. Transaction flagging, HIPAA audit monitoring, vulnerability detection at codebase scale.
How we engage

A Five-Rung Delivery Model

Every engagement follows the same proven structure, from initial assessment through managed operations.
1

AI readiness assessment

Scoped to one horizontal. We identify where agents create the most value, define success metrics, and surface quick wins with CostKatana.
2

Pilot with defined governance

A time-boxed pilot with success metrics and human-in-the-loop checkpoints agreed upfront.
3

Production hardening

Observability, rollback mechanisms, and security review before go-live. 8–12 weeks for multi-system agents.
4

Expand within the horizontal

Adjacent use cases rolled out under the same horizontal with no re-procurement, scope grows, cost stays predictable.
5

Managed operations retainer

Ongoing monitoring, tuning, and expansion. This is where margin and durability live, for both of us.
FAQ

Frequently Asked Questions

What is Hypothesize?

Hypothesize is an enterprise AI agent systems integrator. We build and operate production-grade, Claude-powered AI agent systems on AWS for regulated industries, proven in financial services, healthcare, and legal.

What is the Claude Partner Network (CPN)?

CPN is our flagship AI agent delivery platform: a horizontal suite of five production-grade agent capabilities, delivered on AWS with Claude and governed through a five-rung, build-then-operate engagement model.

Which industries does Hypothesize serve?

We specialize in regulated, high-toil verticals: financial services, healthcare, and legal and professional services, where reliability, auditability, and compliance are non-negotiable.

How does an engagement start?

Every engagement starts with a scoped AI readiness assessment for one horizontal. We identify where agents create the fastest measurable return, define success metrics, and produce a pilot brief before any build budget is committed.

How are cost, quality, and compliance governed?

Every agent we deploy can be instrumented with CostKatana for real-time cost observability, hallucination detection, and ROI tracking, alongside human-in-the-loop checkpoints, rollback procedures, and audit trails.

What does an enterprise AI agent engagement cost?

Pricing is build-then-operate: a fixed-scope build fee covers discovery, integration, and governance (typically 8 to 12 weeks to production), followed by a managed-operations retainer. The AI readiness assessment scopes the specific investment for your use case.