Intelligence that starts working on day one.
A managed AI system designed to deploy fast, produce measurable outcomes from the first week, and expand into full agentic capability as your operations are ready for it.
Knowledge Intelligence
Your enterprise knowledge — products, procedures, specs, compliance — instantly accessible to every person in your organisation. Right format. Right language. Any device. Grounded in your own data, not the internet.
- ✓Multilingual — asks in any language, answers in kind
- ✓Multi-role access — office, field, distributor simultaneously
- ✓Human escalation — always discoverable, never a dead end
- ✓Conversational history — saved, resumable sessions
- ✓Mobile-compatible — no app install required
- ✓Access-controlled — registration + approval model
Structured, Role-Aware Intelligence
Responses that adapt to who's asking and what they need. A numbered procedure for the technician. A spec block for the sales engineer. A comparison table for the distributor. Source-cited. Audit-ready.
- ✓5 structured response formats for different roles
- ✓Source citation on every response
- ✓Visible escalation chip — never a dead end
- ✓Role-aware onboarding
- ✓Proactive next actions
- ✓Side-by-side product comparison format
Agentic AI — The Assistant That Acts
From answering questions to taking action. Triggering workflows in your ERP. Routing decisions with documented accountability. Coordinating across functions without a human coordinator in the middle.
- ✓Quality hold decisions — traceable, defensible
- ✓Cross-function coordination without manual handoffs
- ✓Trade deduction automation
- ✓Demand planning & production signals
- ✓ERP and CRM workflow triggers
- ✓Full audit trail on every agent action
Signal through the stack.
A question enters. The orchestrator decomposes it, routes across every source simultaneously, and returns a single cited answer.
“What is the torque spec for the GX-450 pump seal, and has it been updated since the last QC review?”
Jnanik Agentic Core
SLM-first · sovereign deployment · model-agnostic
Plans
Decomposes query into sub-tasks
Routes
Selects tools and sources
Executes
Parallel tool calls via MCP
Synthesises
Cites, ranks, and responds
Standard Protocol Tools
Anthropic Model Context Protocol
- Web & document search
- Code execution sandbox
- File system access
- External API calls
- Custom function registry
MCP provides a universal interface — the orchestrator calls any tool without bespoke integration code.
Your Data — Sovereign
On-prem · encrypted at rest
- Document corpus (SOPs, specs, manuals)
- Vector embeddings store
- Semantic retrieval engine
- Knowledge graph
- Version-controlled updates
Your data never leaves your environment. Retrieval is context-aware — the right chunk, not just the nearest.
Your Systems & Integrations
Pre-built connectors · custom adapters
- SAP / ERP (orders, BOM, master data)
- CRM (accounts, opportunities)
- SCADA / MES (line telemetry)
- IoT data streams
- Legacy system adapters
The orchestrator calls your systems like tools — reading live data, writing back decisions, closing the loop.
Role-specific
Structured for a technician — not a manager report
Cited sources
Linked to SOP v12 §4.3 and QC log #2891
Audit trail
Every decision logged with timestamp and actor
Sovereign deployment · Your data never leaves · No frontier LLM dependency · Full audit trail
Under the Hood
Model Flexibility
Purpose-optimised for industrial data — runs on SLMs or frontier LLMs, whichever you choose. No mandatory dependency on frontier infrastructure. Deploys on cost-effective, standard hardware when you go the lightweight route — scales up to frontier models when you need the extra horsepower
Sovereign Deployment
On-prem or customer-choice cloud. Data never leaves your environment.Privacy compatible by design. We come to where you are — not the other way around.
Open & Auditable
Open-source deployment frameworks. Model-agnostic. Human-in-the-loop tracing. Auditable decision trail. Not a black box.
Not sure which deployment model is right for you? We help you choose based on your data, compliance requirements, and team constraints — in the first conversation.
Let's discuss →See how we'd deploy this for your operations.
No pitch. No commitment. A 30-minute conversation with a senior engineer who will assess your data, workflows, and constraints — then tell you honestly what's possible.
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