SAHAI is an AI platform for warehouse and supply chain
operations, configured by experts who understand your environment. Its core capabilities work on their own or stack together, extending the solutions you run today and giving new AI solutions a foundation.
Core Capabilities
Start with what solves today’s problem, then build towards the rest when you're
ready. SAHAI capabilities aren't locked into fixed bundles.
Information Retrieval
Pulls the data, logs, metrics, and
documentation behind an answer,
no matter which system or store they
live in.

Process Retrieval
Finds the right runbook or established procedure for a request, so SAHAI follows a known-good path when one already exists, surfacing the relevant policy or compliance documentation behind that path when it applies.

Classification & Routing
Reads an incoming request, ticket, or alert and sends it where it needs to go, flagging genuinely ambiguous cases for human review.

Planning
Breaks a request into the right
sequence of steps and decides what
needs to happen, and in what order, to answer or complete it.

Analysis
Runs comparisons, thresholds, and pattern-detection on retrieved data to make sense of fetched information.

Execution
Carries out an approved action against your systems, once it's been checked and cleared to run.

Communication
Turns SAHAI's internal results into
a clear, human-readable answer
or update.

Knowledge Evolution
Watches for recurring patterns and gaps across past work, and turns them into new runbooks, predetermined formulas, or policies so SAHAI gets sharper with use.

PICK WHAT YOU NEED
Design Principles
Every capability is powered by a single orchestration model running underneath,
so intent checking, planning, and outcome-handling operate the same
way throughout.
Context persists, but
action always requires
confirmation.
A person can always
step in.
Automation requires
a higher bar than
manual work.
Capabilities grow in
phases, each one building
on the last.
Why SAHAI?
Governance
Your permissions, policy checks, and approval
rules are woven through every capability, and
dictate how each one works. Every action is
evaluated against your policies, and every
execution, approval, and outcome is logged.
HiTL
Human review, override, and escalation are
available at every stage. Team-initiated actions
require explicit confirmation, and system triggered actions operate only within eligibility
rules your team sets. Automated actions are held
to stricter eligibility and confidence thresholds
than the equivalent manual step, so capabilities
build your confidence with each use.
Your Systems
Capabilities connect to your core operational
databases and the sources your team already
works from. It's also LLM provider agnostic,
running on the model your team prefers, or a
recommended default if you don't have one.




