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Graph intelligence capabilities.

We design and implement graph systems that reveal how your data is truly connected, focused on the high-impact problems where traditional approaches fall short.

Five ways we put graphs to work.

Each stands alone. Most engagements combine two or three.

Entity resolution and fuzzy matching

One customer, one record. We reconcile duplicate people, companies and accounts across systems using graph structure and fuzzy matching, so analytics and AI start from a single truth.

Deterministic and probabilistic matchingGolden records with lineageReview queues for close calls

In practice: H-E-B improved identity resolution by 50%

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Graph data modeling and analysis

A precise graph model on day one, optimized for the questions you need answered. Then the algorithms that make graphs pay off: community detection, centrality, path finding, similarity.

Domain modeling workshopsNeo4j schema and indexes for productionGraph Data Science algorithms and Cypher

In practice: Bank of America surfaced $2B+ in fraud patterns

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Data integration and pipeline engineering

From source systems to a living graph. We build the pipelines that load, refresh and validate it, in the cloud you already run.

Python, Spark, Kafka, Snowflake, DatabricksIncremental loads with quality checksAura, self-hosted, or Snowflake Container Services

In practice: Pfizer secured medicine-delivery data

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AI analytics and GraphRAG

Give your AI the context it lacks. Knowledge graphs built from your documents and systems, with retrieval that returns cited, traceable answers instead of confident guesses.

Knowledge graphs from documents and recordsHybrid vector and graph retrievalPersistent memory for agents

In practice: The same foundation that powers Bridgr

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Strategy and data architecture

The roadmap before the build. Where a graph will move the needle, where it will not, and what it takes with the team and budget you have.

Graph readiness assessmentArchitecture and tooling recommendationsTeam enablement and handover

In practice: Start with the $500 Kickstart session

If the question involves how things are connected, a table is the wrong shape.

Fraud rings, beneficial ownership, one customer across six systems, a supplier two hops away from a recall. Joins get slower with every hop. Graphs do not.

Problems that are graph shaped.

Fraud rings and mule accountsShared devices, addresses and transfer paths that tables never join.
AML and KYCBeneficial ownership, layered transactions, investigations with traceable evidence.
Customer 360 and identityEvery record for one person, resolved and linked across systems.
Supply chain and operationsParts, suppliers, work orders and claims connected end to end.
Knowledge graphs for AIGrounded answers with citations, and memory for agents across systems.
Oversight and auditFollowing the money across programs, grants and recipients at scale.

Three ways to start.

Every engagement opens with your data and your question, never a slide deck.

Kickstart

A working session and a plan

$500

  • 90 minutes on your data and your question
  • An action plan with tools and next steps
  • Email support for a week afterwards
Get started

Deployment

A Neo4j solution you own in 60 days

Customscoped to your data

  • A precise graph model, built for production load
  • Hidden risks surfaced with our 6-Degree Pattern Detection Blueprint
  • Results in 60 days, or we keep working free
Book a call

Embedded

A consultant inside your team

Customfull time

  • Dedicated Neo4j and analytics capacity
  • Strategy built around your objectives
  • Training and optimization as you grow
Get a quote

The 60-day guarantee. If a deployed solution is not delivering in 60 days, we keep working at no charge until it does.

Tell us what you are working with.

A few lines is enough. We reply personally with a written next step.

A written next step within a day, whether or not we work together.

Three fields, because that is all we need to give you a useful answer.

Bring a data problem. Leave with a plan.

  • A straight answer on whether your problem is graph shaped, and what it would take.
  • A first sketch of the model: the entities, the relationships, the question it answers.
  • Next steps in writing within a day, whether or not we work together.
Tim EastridgeFounder. Thirty minutes, no slide deck.
30 minvideo callFreeno obligationSame weekusually
Book a call

Or email info@eastridge-analytics.com