Cognilium AI
Top Rated PlusProduction multi-agent AI systems. Agents, RAG, document intelligence, and integration with ERP and Dynamics 365, built for AWS, GCP, and Azure and handed off to your team.
If this is your agency
#5,018
of 28,921 agencies on Upwork by lifetime earnings, and #386 in Machine Learning.
- #5,017fSoft$91 ahead
- #5,018Cognilium AIthis agency
- #5,019TechneThea$35 behind
Total earned
$66.7K
lifetime, as published
Jobs
8
contracts to date
Hours
1,599
billed hourly
Job Success
100%
JSS
Hourly rate
$40–$65/hr
min. project $5,000+
Index Score
72
#2300 overall
Insights
How these are computed- Run-rate, measured
- pending
- Needs two observations at least 14 days apart. Our next read of this page turns this on. Nothing is extrapolated from a single contract.
- Lifetime pace
- $30.2K/yr estimate
- Lifetime earnings divided by years on Upwork. A floor on historical pace, not a forecast.
- Earnings per job
- $8.3K
- Average contract value to date.
- Recent earnings, per Upwork
- $16.7K
- The "recent" figure Upwork attaches to the directory card, with 424 recent hours. Upwork does not publish the window, so it is shown as its number, not ours.
- Realised hourly
- $42/hr
- Total earned over billed hours. Fixed-price work inflates it; compare with the rate card.
Index Score breakdown72.1/100
Scale 27.6/40Quality 20/20Trust 15/15Momentum 6/15Team 3.5/10
Observation history
Every read of the public page. Last observed Oct 29, 2026 (live read).
| Observed | Earned | Δ | Jobs | JSS |
|---|---|---|---|---|
| Oct 29, 2026 | $66.7K | 8 | 100% |
One observation so far. The index re-reads every page on a rolling schedule; claimed pages are read weekly.
About
We build AI systems that hold up in production. Multi-agent platforms, RAG and document intelligence, voice pipelines, the data engineering that feeds them, and the integration that connects them to your ERP and Dynamics 365. Most AI work stalls at the demo: great in a notebook, then broken by real users, real documents, and real cost. We build for the part after the demo: retries, guardrails, observability, and a codebase your team can run once we step back. RECENT BUILDS • A contract-intelligence platform running 23 AI agents across a 4-module AWS pipeline (ECS Fargate, SQS, DynamoDB, Bedrock). Results delivered live inside Microsoft Word; smart routing cuts LLM calls about 75 percent. • A platform for a family office managing roughly $850M: 7 agents on Google ADK with a supervisor pattern, an 8-stage document-intelligence pipeline across 25 document types, a Neo4j knowledge graph with entity resolution, and Vertex AI Search, shipped as multi-tenant SaaS on GCP with zero-trust isolation. • A financial-advisor agent on AWS Bedrock AgentCore: guardrails in code, sub-200ms P95 latency, and CloudWatch tracing. • A generative-AI system for automotive-parts manufacturing: real-time parts search across millions of records via RAG, plus a re-architected ERP workflow their engineers can maintain. • An AI writing co-pilot in a K-12 learning platform: hybrid retrieval (dense, BM25, RRF) over an approved curriculum with GPT-4o, gated by a 100-point LLM-as-Judge check with retries, so every lesson is grounded before it ships. In active development. We also run this full production lifecycle on our own AI products, not only on client work. HOW WE WORK • Production-grade from day one: architecture not scripts, observability built in (LangSmith, Datadog, CloudWatch, X-Ray), and cost guardrails with prompt caching so inference bills stay a feature. • Guardrails in code with human-in-the-loop where it matters. Documentation, runbooks, training, and 90-day post-launch support on the way out. You are not locked to us. TECH • Agents and LLMs: LangGraph, LangChain, CrewAI, AWS Bedrock AgentCore, Google ADK, and MCP (including custom MCP servers), with Claude, GPT, Gemini, Llama, and Amazon Nova. • RAG, retrieval, and data: Pinecone, Qdrant, Weaviate, OpenSearch, ChromaDB, Neo4j (GraphRAG), and Vertex AI Search, fed by Airflow, AWS Glue, Kafka, Spark, and Elasticsearch. • Voice: Twilio, Vapi, Bland, Ultravox, ElevenLabs, and Whisper. • Cloud and enterprise: AWS, GCP, Azure, Docker, Kubernetes, and Terraform, plus Dynamics 365 Finance and Operations integration, Azure AI, Power Platform, and Entra ID. HOW TO ENGAGE • Hourly: $65/hr • AI agent POC: from $5,000 • Production RAG system: from $10,000 • Voice AI system: from $15,000 • Enterprise multi-agent build: $20,000+ Minimum project size is $5K. We reply within a few hours. Send us the use case and we will map a production-ready approach before you commit a dollar.Read more
Skills
Generative AIAmazon Web ServicesGoogle Cloud PlatformAI Agent DevelopmentLangChainEnterprise Resource PlanningMachine LearningSaaS DevelopmentLLM Prompt EngineeringMicrosoft Dynamics 365Vertex AIVector DatabaseData ScrapingMicrosoft AzurePython
Agency facts
- Team size
- 2-10
- Teams on Upwork
- 1
- Founded
- Not published
- Member since
- Aug 2024
- Last contract
- Aug 2026
- Owner
- Muhammad M.
- Client focus
- Large business, Medium business, Small business
- Members in
- Pakistan
- Languages
- Not published
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Cognilium AI is #5018 of 28,921 Upwork agencies, top 25%. Post the card, or share the link and the card comes with it.
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#5018 overall
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#386 in Machine Learning
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#462 in Pakistan
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