Context Intelligence

Context infrastructure
for AI agents.

Give every AI agent the context it needs for the task, including relevant history, relationships, boundaries, changes, and human decisions, before it acts.

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Watch one task

One task, start to finish.

What GammaLex read, what it picked, what it found wrong, and why it stopped the agent.

GammaLexGammaLex AIContext / Runs / RUN_8F92AB
YK

Context Run

RUN_8F92AB

Evaluate whether transaction #3812 has sufficient context for the requested decision.

BLOCKED

Sep 8, 2026 · 10:24 AM

Requested by
finance_agent_prod
Via
SDK
Environment
Production
Scope
transaction:3812

Context is not ready for autonomous execution. Required supporting evidence is missing.

17 records selected across 5 sources·3 findings·2 blocking

5 of 8 sources connected

Built with trusted partners across research, industry, and public innovation.

Start from the task

Tell GammaLex what the agent is trying to do, who is acting, and the scope of the request. GammaLex determines which permitted context matters.

Developer

from gammalex import GammaLex

glx = GammaLex()

context = glx.get_context(
    task="Evaluate whether transaction #3812 has sufficient context...",
    actor="finance_agent_prod",
    scope={"id": "transaction:3812"},
)

Returned context

17 of 2,481 permitted records selected

3 findings

  • Missing evidence
  • Conflicting classification
  • Policy changed

Readiness

BLOCKED

View context package →

Gather what matters

From thousands of permitted records, GammaLex selects what matters to the task and preserves why each piece of context belongs.

Context — 17 of 2,481 selected

Transaction #3812

PostgreSQL

Why selected

Primary object referenced by the task.

Relationships

  • → Invoice #8831
  • → Vendor #220
  • → Classification TAX-14

Provenance

transactions.3812

Retrieved

Sep 8, 2026 · 12:04 AM

View context package →

Check whether the context is ready.

GammaLex detects missing, conflicting, changed, uncertain, or out-of-bounds context before the agent relies on it.

Findings

3 findings · BLOCKED

MISSING

Readiness impact: BLOCKED

Required supporting evidence was not found.

Expected

Supporting documentation

Related context

  • → Transaction #3812
  • → Invoice #8831

Impact

Required before autonomous execution.

Why this matters

This task depends on evidence that is not currently present.

View context package →

Hand it back with the reasons

Return the selected context with readiness, findings, evidence, provenance, and the reasons behind the result.

Context Package

CP_826103

Result

BLOCKED

17 context records · 3 findings · 5 sources

Returned to agent

Context

17 selected records

  • Transaction #3812
  • Invoice #8831
  • Applicable Policy

+2 more

Readiness

BLOCKED

Context is not ready for autonomous execution. Required supporting evidence is missing.

Findings

  • Missing evidence
  • Conflicting classification
  • Policy changed

Sources 5·Provenance Complete·Trace 174ms

Everything an agent needs to understand the task before it acts.

Gathering context

Gather the records a job depends on, how they connect, what came before, and why each was picked.

Readiness Checks

Answer go, proceed with care, or stop — when something the job needs is missing, disagrees, or is out of date.

Context Boundaries

Keep each job inside what it is allowed to see — the right sources, records, and role.

Context Replay

Keep the runs that went wrong, and the corrections people made, so the task can be run again.

Evidence

Record what it used, what it left out, what had changed, and why it answered the way it did.

Built where context has consequences.

GammaLexCare and GammaLexPatent apply GammaLex Context Intelligence to real, high-consequence work.

GammaLex Context Intelligence

Independent and concierge practices

GammaLexCare

Show up to every visit already knowing.

Carries forward the patient context that matters, from prior visits and care plans to recent changes and provider decisions.

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Patent work

GammaLexPatent

Context Intelligence for patent work.

Connects claims, prior art, prosecution history, and amendments around the patent task at hand.

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OpenContextually

In development

The right context, before the agent starts.

GammaLex's open-source context layer identifies what a coding agent should read before it starts working on a task.

It never edits your code. It gives the agent the right context to start from.

  • No LLM
  • No network
  • Deterministic
View on GitHub

Give your agents the context to act responsibly.

Build with GammaLex or help us test Context Intelligence in real work.

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