Platform Industries Principles Briefing
Meet AguntIQ · more than human

An orchestration layer for the work people actually do.

Most AI tools start with a model and search for a problem. AguntIQ starts with the problem — your decisions, your constraints, your rules — and brings agents to it on terms that make sense for an enterprise.

Powered by PRISMPrimary Research for Industry Synthesis Modeling — our proprietary decision-analysis engine. The IP that identifies the highest-impact agents for your business, then makes them reason like your most experienced operators.


One organization,
humans and agents.

Inside AguntIQ, AI agents aren't bots in a sidebar — they're members of your org. They report to people, own workflows, sit on projects, and follow the decision rights you defined.

AguntIQ Organization page — humans and AI agents in a single hierarchy 1 2 3
1

Every member labeled — Human or AI. Roles, departments, reporting chain, all visible at a glance.

2

Specialized agents own workflows and report to people in your org — not the other way around.

3

Assign humans and AI side-by-side on projects, with status visible at a glance.

Three movements.

Every engagement runs the same loop, with the depth tuned to your business. Three movements — each one designed to put your team in command.

01

Start with your business.

We start with the people who run your operation today — capturing the unwritten knowledge that lives in their heads. The result is a foundation that's yours, not boilerplate. No shortcuts. No generic templates. The system arrives fluent in your business.

02

Put agents to work.

AguntIQ deploys specialized agents that draft, propose, and execute inside the boundaries you set. Every action is sourced. Every recommendation is explainable. Nothing is a black box — and nothing escapes human review.

03

Stay in command.

Your team reviews, decides, signs off. The system gets sharper every loop, and your highest-leverage people spend more of their day on the work only they can do. Autonomy is earned per workflow — never assumed.

Projects,
not chats.

Every engagement runs as a structured project. NEXUS phases give you a clear lifecycle. Agency Recruiter builds your team in plain English. Tasks land on humans or agents — your call, every time.

AguntIQ Project dashboard with NEXUS phase methodology and unified human + AI team 1 2 3
1

Status visible at a glance — phase, active state, project type. Every project follows the same structure.

2

One team count, humans + AI together. No siloed agent dashboards floating beside human work.

3

The NEXUS phase methodology — Discovery, Strategy, Foundation, Build, Hardening, Launch, Operate. A real lifecycle, not a chat thread.

AguntIQ Agency Recruiter — natural-language team building from the agent catalog 4 5 6
4

Describe what you need — "brand refresh team," "need API engineers," "M&A diligence squad." Plain English, not Lego blocks.

5

Click Get AI Recommendation and PRISM picks the agents who fit. Industry-grounded, evidence-backed.

6

Assign roles — Lead, Contributor — and the agency is built. Then it goes to work.

What's
under the hood.

Capabilities you'd expect from infrastructure that's going to live next to your most consequential work — not next to your inbox.

Architecture

Domain-grounded.

Agents reason against a structured model of your business — not the open web. Built from your data, your policies, your prior decisions.

Governance

Decision rights, encoded.

Who can approve what, under which conditions, with which evidence — expressed once, enforced everywhere agents act on your behalf.

Auditability

Every step explainable.

Every agent action ships with a citation trail your team — and your auditors — can read in plain language. No "the model said so."

Integration

Meets you where you are.

Connects to the systems of record you already operate — ERP, CRM, document stores, ticketing, data warehouses. The agents come to your data; your data does not leave.

A catalog
of specialists.

Pre-built, supervised agents across every functional discipline — engineering, sales, marketing, ops, support. Activate the ones you need, ignore the rest. Every agent is grounded in the PRISM foundation for your industry.

AguntIQ agent catalog — supervised agents across departments 1 2 3
1

PRISM-vetted agents, built specifically to meet your industry's needs — not generic chatbots dressed up as specialists.

2

Specialists across every functional discipline — engineering, sales, marketing, ops, support, finance.

3

Activate only what you need — start small, scale as your team trusts the system.

How AguntIQ
compares.

Buyers exploring grounded AI for the enterprise typically look at three approaches: massive operational platforms, standards-based knowledge graphs, or lightweight semantic layers. Here's how AguntIQ stacks up — and why we don't think we're playing the same game.

Palantir Foundry
Operational data platform
Stardog
Standards-based knowledge graph
timbr.ai
Lightweight semantic layer
AguntIQ
Agent platform · Powered by PRISM
What you actually get
Infrastructure to build operational ontologies and workflows
A graph engine for modeling enterprise data
A semantic abstraction over your warehouses
Specialized agents, ready to deploy
Industry knowledge
Yours to define
Yours to define
Yours to define
PRISM — pre-built per industry
Who feels the value
Platform & data engineering teams
Data architects & knowledge engineers
Data teams
Operators — the people doing the work
The agents themselves
You build them
You build them
You build them
Already done
Time to first agent in production
Quarters
Quarters
Months
Weeks
Where the moat lives
Palantir's
Stardog's
timbr's
Yours — your decisions, encoded

Comparison reflects publicly-stated positioning, deployment patterns, and architectural focus of each platform. Trademarks and product names belong to their respective owners.

We design for the human in the loop. The decision belongs to a person.

A core principle

What it replaces.
What it adds.

A clear-eyed view of what AguntIQ is — and what it is decisively not.

This

What AguntIQ is.

  • An orchestration layer between your team and a fleet of scoped agents
  • A structured model of your work that agents reason inside
  • An audit trail — every recommendation, every action, every reason
  • A multiplier for your strongest operators, who set the precedent the system learns from
  • A platform where autonomy is earned, workflow by workflow
Not this

What AguntIQ isn't.

  • A chatbot pasted onto your existing process
  • A generic copilot that talks confidently about anything
  • A tool that automates without explaining itself
  • A replacement for the people who actually understand your business
  • A vendor that promises autonomy on day one
Take the next step

Try it on
your work.

A briefing is a 45-minute working session. We bring a candid view of where AguntIQ fits — and where it doesn't. You bring the problem you actually want help with.

Request a briefing