Business Intelligence

Turn your business into a Thinking Machine.

Memory. Reasoning. Coherence. A shared intelligence layer that gives your business persistent memory, cross-system reasoning, and continuous learning — so every system, every agent, and every interaction gets smarter over time.

Meet Esteemed Intelligence

Most AI tools bolt on a chatbot and call it intelligence. Esteemed Intelligence is different — it's a foundational layer that gives your entire operation persistent memory, real reasoning, and structural proof that answers are correct. Not probably right. Provably right.

Memory

Persistent vector memory, semantic search, and knowledge sharing. Every insight, every decision, every correction is remembered and retrievable across your entire system.

  • Persistent storage across sessions
  • Semantic search over your content
  • Cross-agent knowledge sharing
  • Automatic data pipeline ingestion

Reasoning

Your agents don't just retrieve — they reason. Cross-system inference, belief tracking, and continuous learning mean your AI gets smarter with every interaction.

  • Cross-system reasoning
  • Bayesian belief tracking
  • Three-loop learning system
  • Confidence scoring with evidence

Coherence

Traditional AI systems guess. Esteemed Intelligence proves. Structural verification ensures your system stays mathematically consistent — not just probably right.

  • Drift detection before failures
  • Witness chain auditing
  • Structural consistency proofs
  • Temporal analysis

Your business already knows a lot. Teach your AI.

Every business has years of accumulated knowledge — in documents, in processes, in the heads of your team. Esteemed Intelligence captures all of it, structures it, and makes it available to every system you run. New domains can be trained in hours, not months. And it never stops learning.

01

Connect your knowledge

Point Intelligence at your existing content — websites, documents, SOPs, product catalogs, support tickets, CRM data. Ingestion is automatic. No data engineering required.

02

Train your domain

Intelligence builds a structured knowledge graph from your data. It learns your terminology, your processes, your brand voice, and the relationships between concepts unique to your business.

03

Deploy and learn continuously

Every customer interaction, every team decision, every content update feeds back into the system. Your Intelligence layer doesn't just launch — it compounds. The longer it runs, the sharper it gets.

The Thinking Machine

When Intelligence is fully trained on your domain, your business becomes a Thinking Machine — an organization where AI doesn't just answer questions, it understands context, remembers history, reasons across systems, and improves autonomously. Your sales team gets answers grounded in actual product data. Your support agents resolve issues using institutional knowledge. Your marketing writes content that's factually consistent with everything you've ever published.

This isn't a chatbot. It's the operating intelligence of your business — and it gets smarter every single day.

Technology Partner

Powered by NVIDIA Inception

Esteemed is a member of the NVIDIA Inception Program, integrating enterprise-grade AI infrastructure into the Intelligence backbone. This partnership gives our customers access to the same technology stack powering the world's most advanced AI systems.

NeMo Benchmarking

Rigorous model evaluation using NVIDIA NeMo ensures your Intelligence layer meets enterprise performance standards. We benchmark accuracy, latency, and coherence across your specific domain — not generic benchmarks that don't reflect your real-world workload.

Megatron Model Training

For enterprises that need dedicated AI, we train Domain-Specific Language Models (DSLMs) using NVIDIA Megatron. Your DSLM knows your business deeply — your terminology, your processes, your compliance requirements — and runs on infrastructure you control.

Edge Computing

NVIDIA edge computing in the Esteemed Intelligence backbone means low-latency inference at the point of need. Whether it's a customer-facing agent, an internal tool, or a real-time decision system — responses are fast, local, and secure.

Enterprise-Grade DSLMs

For organizations that need more than a shared intelligence layer — a language model built exclusively for your operations.

Trained on your data, owned by you

Your DSLM is trained exclusively on your proprietary data. It lives on your infrastructure or a dedicated VPC. Your data never touches shared systems or trains other models.

Purpose-built for your operations

Unlike general-purpose LLMs, a DSLM is optimized for your specific workflows — whether that's underwriting, clinical documentation, legal review, supply chain management, or customer operations.

Continuous fine-tuning and improvement

As your business evolves, your DSLM evolves with it. Ongoing fine-tuning ensures the model stays current with new products, policy changes, market shifts, and operational learnings.

Full compliance and audit trail

Enterprise DSLMs include witness chain auditing, coherence verification, and complete lineage tracking — critical for regulated industries where you need to prove how and why an AI reached a conclusion.

From probability to proof

Most AI systems tell you they're “87% confident.” Esteemed Intelligence tells you why an answer is structurally consistent with everything your business knows. The difference matters when your reputation is on the line.

Without intelligence layer

  • Probabilistic confidence (“87% sure”)
  • Silent failures when agents drift
  • Each agent is an island
  • Knowledge resets every session

With Esteemed Intelligence

  • Structural coherence proofs
  • Drift detected before downstream errors
  • Agents share a unified knowledge base
  • Memory compounds across every interaction

Pricing

Start Free, Scale Infinitely

Every plan includes all 40 MCP tools and full REST API access. Scale memory, intelligence, and coherence as you grow.

Trial

Explore the full platform.

Free

14 days free

  • All 40 MCP tools
  • Full REST API access
  • 250K memory operations
  • 3 connected agents
  • Community support
Start Free
Recommended

Builder

For individual developers and small teams.

$49/mo

Per tenant

As low as $40.83/mo with annual plan

  • All 40 MCP tools
  • Full REST API access
  • 250K memory operations/mo
  • Unlimited witnesses
  • Bayesian beliefs
  • Email support

Pro

For production workloads.

$199/mo

Per tenant

As low as $165.83/mo with annual plan

  • Everything in Builder
  • 2M memory operations/mo
  • Reasoning endpoint
  • FANN neural inference
  • Custom embeddings
  • Priority support
  • SSO

Scale

For teams running at scale.

$499/mo

Per tenant

As low as $415.83/mo with annual plan

  • Everything in Pro
  • Unlimited operations
  • Unlimited clients
  • Dedicated WASM tiles
  • Custom coherence gates
  • SLA guarantee
  • Dedicated CSM

Enterprise

On-premise or VPC deployment.

Custom

Custom deployment

  • Everything in Scale
  • Custom SLAs
  • Dedicated infrastructure
  • White-glove onboarding
  • Core team access
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Frequently asked questions

LLMs generate text. Intelligence remembers, reasons, and verifies. It gives your AI systems persistent memory across sessions, cross-system reasoning so agents share context, and structural coherence proofs — not just probability scores. Your AI doesn't just sound right, it proves it's right.

Initial domain training typically takes hours, not weeks. Connect your data sources — website content, documents, product catalogs, support history — and Intelligence builds a structured knowledge graph automatically. Ongoing learning is continuous: every interaction refines the model without manual retraining.

Yes. Your Voice Agent knows what your Blog Agent wrote. Your Social Agent knows what customers asked. Intelligence is the shared layer — no manual syncing, no data silos between agents.

A DSLM is a language model trained specifically on your business domain — your terminology, your processes, your data. Unlike generic LLMs that know a little about everything, a DSLM knows your business deeply. Esteemed builds enterprise-grade DSLMs using NVIDIA Megatron for organizations that need dedicated, private AI infrastructure.

Instead of generic chatbot responses, your site pulls from verified knowledge and proves its answers are consistent with your actual content. Customers get real answers, not hallucinations.

Never. Every customer interaction, every content update, every agent conversation feeds back into a shared intelligence layer that compounds over time. The longer you use it, the smarter it gets.

Drift analysis detects when agent responses diverge from your brand voice or factual content — before customers notice. You get alerted, and coherence gates can block bad outputs automatically.

As an NVIDIA Inception partner, Esteemed leverages NeMo for model benchmarking, Megatron for training domain-specific models, and NVIDIA edge computing for low-latency inference. This means your Intelligence layer runs on enterprise-grade infrastructure — the same technology powering the world's most advanced AI systems.

Yes. Full REST API and Model Context Protocol (MCP) endpoints give you programmatic access to memory, reasoning, and coherence verification. Use it to power custom agents, internal tools, or third-party integrations.

Everything. All 40 MCP tools, full REST API access, 250K memory operations, and 3 connected agents for 14 days. No credit card required.

Yes. The Enterprise tier includes on-premise or VPC deployment with custom SLAs, dedicated infrastructure, and white-glove onboarding. Contact us for details.

API & MCP access

Integrate Esteemed Intelligence directly into your own applications. Our REST API and Model Context Protocol (MCP) endpoints give you programmatic access to memory, reasoning, and coherence verification. Use it to power custom agents, internal tools, or third-party integrations.

  • REST API with full CRUD operations
  • MCP endpoints for AI tool integration
  • Webhook support for real-time events
  • SDKs for JavaScript, Python, and Go
Request API access →

Direct licensing for institutions

For enterprise and institutional customers who need Esteemed Intelligence running in their own environment. Direct licensing includes dedicated infrastructure, custom SLAs, compliance support, and on-premises deployment options.

Contact us for licensing

Connect Any AI System. Share One Intelligence.

REST API or MCP. Give every system shared memory, reasoning, and coherence. Start with a 14-day free trial — no credit card required.

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