endava.com | Professional Services | UK | 9,684 employees
Operationalizing#572
Score
64/ 100
Grade
B
Readiness level
Level 4: Operationalizing
Archetype:Scaled agentic operators
Organizations closest to scaled production agent readiness: strong data, agent, evaluation, hiring, and leadership signals working together.
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Endava is operationalizing as a scaled agentic operator, with an Engineering-heavy workforce and agent-building activity distributed across delivery teams. Bedrock, SageMaker, Spark, Databricks, FAISS, Hugging Face, and Anthropic Claude create substantial implementation capacity, while the expanded Cognition partnership adds a route to governed agentic software delivery. Evaluation, MCP connectivity, dedicated builder roles, project depth, and senior agent talent remain less visible, so consistent assurance across client engagements is the next credibility test.
Position in the industry distribution
The industry median is the anchor. Half of Professional Services companies sit below it, half above.
How far along the agentic stack
Four steps, in order. Each one is rarer than the last.
✓
Runs a frontier AI model
Anthropic Claude
Nearly every serious adopter has this
✓
Builds its own AI workflows
LangChain, LangGraph, Semantic Kernel
About 3 in 10 companies get this far
✓
Connects AI to its own data
Pinecone, Qdrant
Only 15% of companies reach here
Checks that its AI actually works
Evaluation and observability tooling to test and monitor what ships.
Just 10% do this, the rarest and most telling step
Endava has taken three of four steps. Adding "checks that its ai actually works" completes the loop.
How each pillar ranks in Professional Services
Percentiles are within-industry: a 70 means this company scores higher than 70% of Professional Services companies on that pillar. Click a pillar to see its detail.
AI-native vs Modern Data Stack
Tool footprint mix
AI-native 38%MDS 62%Other 0%
Data stack age
Modern 79%Legacy 21%
19 modern | 5 legacy tools
Signal counters
Vector / retrieval
5
Agent tools
4
LLM tools
1
Eval / observability
0
Legacy tools
5
AI-native breadth
15
Matched technologies (39)
AWS AthenaAWS BedrockAWS RedshiftAWS SagemakerAi AgentsAnthropic ClaudeApache AirflowApache ParquetApache SparkAzure Data FactoryAzure Data LakeCoalesceDatabricksDelta LakeDremioFAISSFivetranHuggingFaceIBM CognosInformatica PowerCenter / SuiteLangChainLangGraphLovableMatillionMicroStrategyMicrosoft Power BIMicrosoft PurviewMicrosoft SSISOracle ODIPineconeQdrantRayReplitSAP BWSemantic KernelSnowflakeSnowflake (warehouse)Tableaudbt
Companies with the most similar stack
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Hiring momentum (last 3 months)
Matched AI jobs
32
Total jobs
260
AI job share
12.3%
Project AI mentions
3
JD tech mentions
86
Matched teams
27
Distinct functions
16
Talent & leadership
Senior agentic
2
AI leadership
2
Senior data
14
Data leadership
1
Head of Data
10
Exec data
0
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