Intelligence you can trust. Intelligence for industrial applications. Intelligence for the enterprise. Intelligent systems start here.

Agni Intelligence builds guarded, grounded intelligence for industries, enterprises, and mission-critical operations. Vertical and domain-deep, cited to its ground truth, and proven where being wrong is not an option.

Operations Assistant

GROUNDEDgrounded · cited
What's the approval path for a change request above $50k, and the filing window?

A change request above $50k requires two-person sign-off from the department lead and finance, and the record must be filed within 24 hours of approval. The standing exception for pre-approved vendors does not apply above this threshold.

Sources
Change management policy · §4.2
Finance SOP · rev. 8, thresholds
Prior record · request 3312
◇ Abstains when the sources don't cover it
Ask your agent…

Vertical, not horizontal.

General models spread a thin layer of competence across everything. Mission-critical work needs the opposite: intelligence that descends through a single domain until it hits verifiable ground truth. Agni builds down.

Horizontal · general

Knows a little about everything

Broad coverage, shallow grounding. Plausible answers with no provenance, and confident guesses exactly where the stakes are highest.

Vertical · Agni

Knows a domain to bedrock

Deep coverage anchored in your corpus, standards, and operational data, so every answer is traceable to the source it stands on.

Built for work that can't be wrong.

Trusted & grounded

Answers are anchored to your knowledge and cite their sources inline, so every output can be verified, not taken on faith.

Easy to deploy

Point Sapion at your domain, set its guardrails, and ship an agent to your API, tools, and team. No ML team required.

Deep in your domain

Grounded in the corpora, standards, and operational data of your field. Vertical expertise a general model can't reach.

Doesn't hallucinate

Guardrails keep agents on-topic and inside the evidence. When the ground truth isn't there, they abstain instead of inventing.

Grounding is the product, not a setting.

Every Sapion agent runs inside a grounding loop: retrieve the evidence, answer only from it, cite it, and stop when it runs out. That's what makes intelligence safe to deploy where a wrong answer has real consequences.

01

Retrieval-grounded answers

Responses are constructed from your indexed knowledge, not the model's memory.

02

Inline citations

Every claim links to the passage it came from, so reviewers can check the work.

03

Guardrails

Grounding, PII redaction, and topicality checks run on every turn, in and out.

04

Honest abstention

Low-confidence, no source? Sapion says so. The safe answer, not a guess.

Query · procedure & policy lookup
This step requires two-person sign-off under your current standard, and the record must be filed within 24 hours. The referenced exception does not apply to this case.
Standard operating procedure · rev. 8, §4.2
Compliance policy · approvals & exceptions
Prior record · case 3312
When the evidence isn't there: "I can't confirm the sign-off owner from the sources on file. Routing to a human reviewer."
A product of Agni Intelligence

Sapion: build and deploy grounded agents.

Sapion is our no-code studio for teams to build agents grounded in their own knowledge, wire in tools and data, set guardrails, and deploy to an API, without an ML team. It brings Agni's grounded intelligence to industrial operations and enterprise teams alike.

SapionAI AGENT STUDIO
No-code agents grounded in your own knowledge
Inline citations on every claim
Guardrails: grounding, PII redaction, topicality
Connect enterprise tools & industrial systems
Deploy every agent to a production API

Made for mission-critical operations.

Agni starts where the cost of a wrong answer is measured in downtime, safety, compliance, and reputation, across industrial operations and the enterprise alike.

INDUSTRIAL

Industrial operations

Inspection, maintenance, and asset intelligence grounded in your SOPs, manuals, and sensor data.

ENTERPRISE

Enterprise knowledge

Grounded answers across policies, contracts, and internal knowledge, each with provenance.

COMPLIANCE

Regulated & audited

Outputs that stand up to audit, with citations and honest abstention built in.

FIELD OPS

Field & support ops

Decision support that abstains rather than guessing when it matters most.

Build intelligence you can trust.

Tell us about the domain and the decision. We'll show you what grounded, guarded, vertical AI looks like in your operation.