Arcxa - improve margin, utilization, and delivery risk (MUD)

Equitus presents: ARCXA to effectively assist Systems Integrators (SIs), Practice Leads or Delivery Directors—to improve project Margins, Utilization, and Delivery Risks (MUD) to enhance Enterprise Architect or Enterprise Sales Lead teams.

Arcxa enhances system integrator frameworks across three primary SI touchpoints, keeping the focus strictly on delivery economics and partner margin.

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Assist Practice Leads & VP of Delivery

Subject: Protecting margin on [Cloud Platform] migrations / reducing unbillable work in your SOWs

 

Most data migration practices lose 15–20% of their margin to three predictable activities: 

• Narrow scope discovered after the SOW is signed,

• Reduce hand-built spreadsheet reconciliation

• Custom mapping logic that leaves when the consultant leaves

 

ARCXA is built to fix the delivery economics of migration engagements you’ve already won.

Arcxa automates rule-based mapping and automated reconciliation without requiring client buy-in, new headcount, or replacing legacy enterprise tools like Informatica or Collibra.

 

You can also package it as a fixed-fee "Migration Readiness Assessment" to monetize discovery upfront.

Priced at $5K per node/year and deployable locally in Docker for testing.

Open to a 10-minute view on how this plugs directly into your current delivery methodology?

 

Partner Pitch Delivery Economics Focus

Arcxa SI practice team, structures the conversation around margin capture rather than product capability.

Arcxa is tailored for specific hyperscaler partners (e.g., AWS, Snowflake, Databricks SIs).

 SOW & Internal Practice Enablement

Slide / Section	Focus	Key Messaging
1.Problem	Margin Bleed	Migration practice margins are eaten by unbillable hours: scope discovery post-SOW, manual spreadsheet reconciliation, and rebuilding mapping logic per engagement.
2. Solution	Repeatable Delivery	ARCXA turns non-billable overhead into standardized, rule-based automation operated by your existing data engineers.
3. SOW Expansion	New Revenue Stream	Package discovery into a productized, fixed-fee Migration Readiness & Risk Assessment before committing to a fixed-price migration.
4. Zero Friction Deployment	Partner-Centric Model	• No Client Permission Needed: Operates as a delivery tool within your team's workflow. • No Platform Displacement: Works alongside Collibra, Informatica, or hyperscaler tools. • Pricing: $5K/node/yr (Free test environment in Docker).

Arcxa SI account managers and delivery leads position ARCXA internally and to clients are enabled to accelerate and secure migrations:

Core Positioning Statement

• "ARCXA is an internal practice multiplier. It isn't a platform you sell to the client's CIO; it is the automation harness your delivery team uses to protect fixed-fee project margins, shorten project timelines, and generate audit-ready parity proofs."

Handling Internal Objection: "We already use Collibra / Informatica"

• Response: "Collibra is the client’s system of record for enterprise governance. ARCXA is your delivery team’s engine for executing mapping and proving reconciliation on this specific engagement. Collibra tells you what the assets are; ARCXA automates moving them on time and on budget."

Handling Internal Objection: "Our engineers build custom mapping scripts fine"

• Response: "Custom scripts work until the engineer leaves the firm or the client demands line-by-line lineage proof. ARCXA standardizes mapping logic across your entire practice so every engagement uses the same repeatable, verifiable process."

Standard Architectural Components & Interaction Model:

ArcXA employs a modular runtime architecture written in high-performance Rust, allowing scaling by concern (separating control, data, and inference operations):

arcxa-coordinator (Control Plane): The core engine running authenticated REST endpoints (/api/v1/lineage, /api/v1/ontology, /api/v1/mapping). It manages connector registrations, orchestrates workflow schedules, handles schema discovery, and publishes execution states.

arcxa-shard (Graph Data Plane): A distributed RDF/SPARQL data plane storing physical-to-logical mappings, system-of-systems dependency graphs, and temporal lineage. It transforms flat schemas into interconnected Knowledge Graphs without duplicating underlying data payloads.

arcxa-model-service (Semantic Matching Engine): A hybrid AI inference worker combining statistical pattern matching (60%) with semantic LLM/graph reasoning (40%). It automatically infers that disparate column headers across systems mean the exact same business concept.

Cryptographic Audit Chain: Generates tamper-evident hash histories of every mapping decision, schema change, and transformation rule for HIPAA, SOX, and compliance attestation.

Arcxa is tailored for specific hyperscaler partners (e.g., AWS, Snowflake, Databricks SIs).