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All Comparisons/vs Scry AI / SchematicIQ

Scry AI / SchematicIQ Alternative: EPC Vertical Depth vs Broad Enterprise Generalist

Scry AI's SchematicIQ targets US enterprise broad: P&ID + CAD + scanned PDF extraction with NLP chatbot interface and graph database backend, marketed across energy, utilities, manufacturing. Pathnovo targets EPC vertical with 99.5% contractual SLA, India + Gulf delivery depth, Indian regulatory compliance (IBR / OISD 118 / PESO / CCOE), 15+ document types, ISA 5.1 native training, and named-customer benchmarks (McDermott live at 10,247 tags / 600 P&IDs / 99.5% measured accuracy). Different positioning: Scry AI is a generalist enterprise AI platform; Pathnovo is an EPC-vertical specialist with the deepest engineering domain training in production.

01

EPC Vertical Depth vs Multi-Industry Breadth

Scry AI SchematicIQ is one product within a broader enterprise AI portfolio (document comparison, NLP chatbot, multi-industry generalist). Pathnovo is built EPC-first with 15+ engineering document types: P&IDs, isometrics, datasheets, HAZOP studies, mill certificates, valve lists, I/O lists, line lists, equipment lists, MDR, vendor data books, IBR Form IV, PESO Form XIV/XV. EPC delivery is the entire product, not one feature among many.

02

Contractual 99.5% Accuracy SLA + Named Benchmarks

Scry AI does not publish per-product accuracy SLAs or named-customer benchmarks for SchematicIQ specifically. Pathnovo has 99.5% contractual field-level accuracy SLA with remedy clause, plus McDermott live engagement (10,247 tags / 600 P&IDs / 99.5% measured accuracy) as the largest published P&ID extraction benchmark. See /benchmarks for full methodology + competitor comparison.

03

ISA 5.1 + CFIHOS 2.0 + ISO 15926 Native Training

Pathnovo's AI is trained natively on ISA 5.1 instrumentation symbology, CFIHOS 2.0 capital facilities handover specification, and ISO 15926 process plant lifecycle semantic model. Scry SchematicIQ uses general-purpose computer vision + ML + NLP without engineering-domain native training. For P&ID symbol recognition + tag identification accuracy, the difference is material.

04

India + Gulf Delivery + Regulatory Layer

Scry AI is US-focused; no India / Gulf operating presence or regulatory expertise. Pathnovo has Indian PSU rate-card compatibility (IOCL, BPCL, HPCL, ONGC, GAIL), Gulf NOC delivery (ADNOC, Aramco, Petronas, KOC ecosystem), and Indian regulatory bundle (IBR Form III/IV, OISD 118 HAZOP, PESO Form XIV/XV, CCOE licence registers) included in every Indian + Gulf engagement. Different geography, different regulatory scope.

05

Pre-Certified Enterprise Integration

Pathnovo has pre-certified data feeds for SAP PM S/4HANA, IBM Maximo, AVEVA AIM, Hexagon HxGN SDx2, Bentley iTwin, Cognite Data Fusion, Wrench SmartProject, Oracle Aconex. Scry SchematicIQ stores in proprietary graph database with custom integration per-engagement. For owner-operators committed to specific AIM platforms, Pathnovo's pre-certified integrations are materially faster to deploy.

06

Productised Service vs Consulting Engagement

Scry AI engagements are typically consulting-led with custom configuration per client. Pathnovo is productised with credit-based pricing: Starter ₹40,000/$1,200 per month for 1,000 credits, Professional ₹1,75,000/$5,500 for 5,000 credits, Scale from ₹6,50,000/$20,000 for 25,000 credits, Enterprise custom. Predictable cost + predictable timeline + free 14-day trial before commercial commitment. For procurement teams comparing total cost of ownership, productised wins on predictability.

07

P&ID Chatbot vs Structured Extraction

Scry SchematicIQ's NLP chatbot lets users query extracted P&ID data conversationally. Pathnovo focuses on structured extraction output (Excel, JSON, CFIHOS XML, ISO 15926 RDF) for downstream system ingestion. Different use cases: chatbots for ad-hoc query; structured extraction for AIM register population, compliance register generation, EPC handover. Most EPC + owner-operator buyers need structured extraction (the chatbot is optional). See /blog/pid-chatbot-vs-extraction-explained when published.

FeaturePathnovoScry AI / SchematicIQ
P&ID extraction (any format)
ISA 5.1 native training
99.5% contractual accuracy SLA + remedy clause
Per-sheet audit trail with bounding-box source evidence
Named-customer benchmarks (McDermott 10,247 tags / 99.5% measured)
CFIHOS 2.0 + ISO 15926 native outputPartial via custom integration
Symbol + topology recognition
Multi-language extraction (Mandarin, Korean, Japanese, Hindi, Arabic)Limited
Instrument index automation (full)Partial
Equipment / line / valve list extractionPartial
Datasheet register populationLimited
Piping MTO from scanned isometrics
Weld schedule + NDE plan generation
HAZOP register extraction from completed study PDFs
Mill certificate traceability (180,000+ formats)
Mill cert + EPC PO line-item matching
MR package assembly from P&IDs
Vendor datasheet compliance check
TBE automation
P&ID revision delta + PO impact
Tag-document register (live with McDermott)
Cross-document verification (P&ID vs datasheet vs line list)Document comparison product (different scope)
C&E matrix vs P&ID verification
NLP chatbot interface
Graph database backendOutput only
Document comparison AI (general purpose)P&ID revision delta only
Multi-industry generalist scope
SAP PM S/4HANA pre-certifiedCustom integration
IBM Maximo pre-certifiedCustom integration
AVEVA AIM data feedCustom integration
Hexagon HxGN SDx2 data feedCustom integration
Bentley iTwin / ProjectWise data feedCustom integration
Cognite Data Fusion data feedCustom integration
Wrench SmartProject integration (Indian EDMS)
Oracle Aconex integration
Indian regulatory bundle (IBR / OISD 118 / PESO / CCOE)
Indian PSU rate-card compatibility
India + Gulf delivery + Arabic-capable
Azure UAE North + AWS Riyadh + Azure India Central data residencyUS-only
Free 14-day trial, 100 credits, no card
Transparent published pricingCredit-basedConsulting engagement (not published)
48-hour managed-service turnaround SLA
Named EPC customer outcomesMcDermott live (10,247 tags / 600 P&IDs); GCKC + Zetwerk in buildMulti-industry generalist references; not EPC-specific named outcomes
PricingCredit-based, from ₹40,000/$1,200/month for 1,000 credits. Free 14-day trial.Consulting engagement (not publicly published)
What does Scry AI / SchematicIQ do?

Scry AI is a US-based broad enterprise AI platform (New Jersey, est. ~2017) with multi-product portfolio. SchematicIQ is one product within the portfolio, focused on P&ID + CAD + scanned PDF extraction with NLP chatbot interface and graph database backend. Targets US energy / utilities / manufacturing customers across multiple industries. Multi-industry generalist with engineering-document AI as one specialism among many.

Is SchematicIQ the same as Pathnovo's P&ID extraction?

Both extract P&IDs but with different scopes and depth. SchematicIQ: P&ID + CAD + scanned PDF extraction with NLP chatbot for ad-hoc query, no published accuracy SLA, US-focused, multi-industry generalist. Pathnovo: 15+ engineering document types (P&IDs + isometrics + datasheets + HAZOP + mill certs + ...) with 99.5% contractual SLA, ISA 5.1 native training, Indian + Gulf regulatory layer, named-customer benchmarks (McDermott 10,247 tags / 99.5% measured), pre-certified integrations across SAP / Maximo / AVEVA / Hexagon / Bentley / Cognite / Wrench / Aconex. Different products for different buyers.

Does Scry AI have an accuracy SLA?

Scry AI does not publish per-product accuracy SLAs for SchematicIQ specifically. Marketing references general AI capabilities without contractual accuracy commitments on engineering document extraction. Pathnovo provides 99.5% contractual field-level accuracy SLA with remedy clause + McDermott live benchmark (10,247 tags / 99.5% measured) + per-sheet audit trail with bounding-box source evidence. See /benchmarks for full methodology and competitor comparison.

Is Scry AI available in India or the Gulf?

Scry AI is US-focused with primary operations in New Jersey. No India operating presence or Indian regulatory specialisation. No Gulf delivery model. For Indian PSU + Gulf NOC engagements where IBR / OISD / PESO / CCOE compliance is contractually required and Indian PSU rate-card compatibility expected, Scry AI does not fit. Pathnovo's India + Gulf delivery model with regional regulatory expertise is materially differentiated for these buyers.

How does Pathnovo compare on EPC vertical depth?

Pathnovo's product is built EPC-first: 15+ document types covering full EPC project lifecycle (FEED handover, detailed engineering, procurement, construction, commissioning, handover-to-operations). ISA 5.1 + CFIHOS 2.0 + ISO 15926 native. Pre-certified integrations across the EPC engineering tooling ecosystem. Named EPC customer engagements at scale (McDermott live + GCKC + Zetwerk in build). Scry SchematicIQ is one product in a multi-industry generalist portfolio; EPC-specific depth is shallower by design.

Does Scry AI integrate with SAP PM, IBM Maximo, AVEVA AIM?

Scry AI's typical integration model is custom per-engagement consulting-led integration with client systems. Pathnovo has pre-certified data feeds for SAP PM S/4HANA, IBM Maximo, AVEVA AIM, Hexagon HxGN SDx2, Bentley iTwin, Cognite Data Fusion, Wrench SmartProject, Oracle Aconex with native CFIHOS 2.0 + ISO 15926 output formats. For owner-operators committed to specific AIM platforms, the pre-certified integrations are materially faster to deploy than custom integration engagements.

What's the difference between Scry's NLP chatbot and Pathnovo's structured extraction?

Scry SchematicIQ's NLP chatbot lets users query extracted P&ID data conversationally ('show me all pumps in P-101 service' style queries). Pathnovo focuses on structured extraction output for downstream system ingestion: Excel, JSON, CFIHOS XML, ISO 15926 RDF, SAP PM equipment master CSV, IBM Maximo asset register XML. For ad-hoc operator query, NLP chatbot is convenient. For AIM register population, compliance register generation, EPC handover deliverables, regulatory audit support, and procurement intelligence chains, structured extraction is the actual workflow requirement. Most EPC + owner-operator engagements need structured extraction with chatbot interface as optional layer (which downstream tools like Cognite or AVEVA AIM provide on top of structured data).

Can Pathnovo and Scry AI coexist?

Yes, for clients with multi-industry scope where Scry AI handles other AI workflows (HR document AI, financial document AI, contract document AI) while Pathnovo handles EPC-vertical engineering extraction. Different product scopes; no functional overlap on the engineering document side specifically since Pathnovo's depth + SLA + regulatory layer + named customer benchmarks are not addressable by SchematicIQ. For pure EPC + owner-operator engagements, Pathnovo replaces SchematicIQ for the engineering scope; Scry AI's other products may continue serving non-engineering workflows.

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