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We Build
The Systems That
Give Your AI
the Context to
Actually Work

How do we do it?

Disconnected systems. Scattered context.
Your team is left without the information it needs.

Businesses run across Systems of Record, spreadsheets, email and Teams. The data exists, it just isn’t unified or trusted. Reconciliation stays manual. AI has no context from which to work.

Connected In Sync Up to Date

Connected to everything you already run

CRM, ERP, file storage & communication tools. Assembly brings it all in as one single Context Layer.

Reliable business context for AI

AI is only as good as the context it has. Assembly grounds its context on how your business works through its Ontology layer.

One version of the truth

The same entity exists in multiple systems under different names. Assembly naturally tracks & manages it as one.

Total Control & Sovereignty

Assembly runs inside your data platform. No data egress, no new tooling to approve and nothing exposed to third party models.

100%

of records traced to source and governing rules

Lineage built into every record

Every artefact and metric links to its source, document and ontology version. Risk, audit and executive teams get the evidence to explain any decision.

100%

of merges explained and replayable

Entity resolution you can audit

Assembly’s AI resolution layer builds one identity across your systems. Every merge records what matched, why and from which source. Nothing is overwritten, every decision replayable.

One

shared model of how your business works

Context grounded in your ontology

The nouns and verbs of your business, defined once in a versioned map. Agents get enriched context and guardrails, consistent across every workflow and tool.

One

interface for all your agents & harnesses

Open to every agent via MCP

Assembly exposes context, documents and governance as MCP tools: point-in-time queries, guardrails, call logging. Cortex, Claude or your own agents plug straight in.

Powering the infrastructure for the Agentic Enterprise

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Disconnected systems. Scattered context.
Your team is left without the information it needs.

Businesses run across Systems of Record, spreadsheets, email and Teams. The data exists, it just isn’t unified or trusted.
Reconciliation stays manual. AI has no context from which to work.

Error

Disconnected

Out of Sync

Out of Date

8 more...

Connected In Sync Up to Date

Connected to everything you already run

CRM, ERP, file storage & communication tools. Assembly brings it all in as one single Context Layer.

Reliable business context for AI

AI is only as good as the context it has. Assembly grounds its context on how your business works through its Ontology layer.

One version of the truth

The same entity exists in multiple systems under different names. Assembly naturally tracks & manages it as one.

Total Control & Sovereignty

Assembly runs inside your data platform. No data egress, no new tooling to approve and nothing exposed to third party models.

Powering the infrastructure for the Agentic Enterprise

100%

of records traced to source and governing rules

Lineage built into every record

Every artefact and metric links to its source, document and ontology version. Risk, audit and executive teams get the evidence to explain any decision.

100%

of merges explained and replayable

Entity resolution you can audit

Assembly’s AI resolution layer builds one identity across your systems. Every merge records what matched, why and from which source. Nothing is overwritten, every decision replayable.

One

shared model of how your business works

Context grounded in your ontology

The nouns and verbs of your business, defined once in a versioned map. Agents get enriched context and guardrails, consistent across every workflow and tool.

One

interface for all your agents & harnesses

Open to every agent via MCP

Assembly exposes context, documents and governance as MCP tools: point-in-time queries, guardrails, call logging. Cortex, Claude or your own agents plug straight in.

Learn More

Pygio is a Snowflake Premier Partner. We chose Snowflake because governance, security and scale are already solved, at a standard the world’s largest enterprises depend on. That lets us focus on the work our clients actually need: making their data usable. Everything we build stays inside your account, under your controls, with nothing to procure and no new vendor to approve.

The teams that carry the cost of disconnected data.

One context layer. Every function draws from the same resolved foundation.

Finance

Close the gaps before they cost you.

Billing, ledger and operational systems that never quite agree. Assembly reconciles them continuously, so leakage surfaces while it can still be recovered.

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Operations & Service Delivery

Know what you’re actually running.

Duplicate assets, equipment retired years ago, dependency chains nobody trusts. Assembly resolves the register and keeps it accurate.

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Customer & Commercial

See each customer once.

The same account exists five times under four names. Assembly resolves them into one record every team works from.

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Risk, Compliance & Audit

Answer with all the evidence attached.

Every figure links back to the record and the rule behind it, so audit trails are built as the work happens.

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Data & Technology

Build the context once, reuse it everywhere.

One resolved foundation instead of having to rebuild the same capabilities every time. Runs natively in Snowflake, matching your team’s tools of choice

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Explore Accelerators

Industries We Serve

Financial Services

Case Study

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