A knowledge graph that connects your data, reasons with formal logic, and executes autonomously.
Manta is agentic intelligence infrastructure for the AGI era. A knowledge graph that connects your commercial data, reasons over it with formal logic, and activates autonomous agents that execute with full auditability — at enterprise scale.
Manta was built inside Vergence to power the commercial intelligence behind Marketer.com and Staffer — platforms that serve enterprises like DNB, Skanska, and L'Oréal.
That same reasoning infrastructure is now available as a standalone platform.
Purpose-built for organisations that sell through digital channels and need to connect, understand, and act on their commercial data with rigour and full auditability.
Four architectural layers that turn disconnected commercial data into autonomous, auditable decision-making.
Manta plugs into your existing infrastructure. New data sources connect in minutes with no changes to the core platform.
Your data becomes a knowledge graph with continuous reasoning. Every conclusion is auditable, traceable, and deterministically correct.
Action plans execute through a durable workflow engine with complete audit trails. Every action traces back to the specific rule and data that produced it.
The platform learns which patterns are repeatable and encodes them as rules. Over time, costs flatten while reasoning compounds.
Most agentic platforms are LLM wrappers. Manta is a reasoning engine — where agents are activated by data, governed by logic, and auditable by design.
Semantic reasoning over an in-memory RDF graph. Every fact and conclusion is fully traceable.
Traditional AI costs grow with every interaction. Manta encodes repeatable patterns as deterministic rules, eliminating the inference call entirely. Costs flatten as the platform matures.
| Capability | Conventional platforms | Manta |
|---|---|---|
| Core architecture | Data pipelines with LLM layer | Knowledge graph with formal reasoning |
| Domain specialisation | Horizontal, industry-agnostic | Digital sales specialist across industries |
| AI model dependency | Single-provider lock-in | Model-agnostic orchestration |
| Cost trajectory at scale | Linear token cost growth | COGS plateau — reasoning replaces inference |
| Output reliability | Probabilistic, subject to hallucination | Deterministic, auditable, logic-derived |
| Data processing model | Batch transforms, scheduled pipelines | Real-time, in-memory, incremental |
| Implementation timeline | Months, with dedicated engineering | Weeks, modular connectors |
| Data sovereignty | US-headquartered, defence sector ties | Norwegian, GDPR-native, on-premise option |
Wherever your organisation acquires, converts, and retains customers through digital channels, Manta provides the reasoning layer to optimise it.
Consumer brands
Unified attribution across Meta, Google, TikTok, and marketplaces. Margin-based budgets, LTV modelling, and automated spend optimisation — all driven by the graph.
The agentic revolution and the path to AGI converge on one requirement:
A structured, reasoning-capable representation of your commercial operations.
Enterprises that build this foundation now will operate autonomously.
The rest will hire consultants to catch up.
We invite enterprise leaders to a confidential briefing on how Manta's agentic intelligence applies to your commercial operations.