Your AI Agent, Now Smarter, Safer, and More Visual

Today we’re rolling out a major upgrade to our AI agent architecture that makes every conversation faster to start, clearer to explain, and safer to run at scale. This release introduces Auto-Context, a built-in Drawing Table for quick visuals, significant security hardening, a smarter max-token handler, and a core architecture refactor for rock-solid reliability.

If you rely on AI to power customer experiences, assessments, internal workflows, or analytics, this one’s for you.

TL;DR

• 🧠🎯 Auto-Context: Org-level or assessment-level context is applied instantly at chat start—no setup dance.
• ▦✍️ Drawing Table: Sketch structured visuals and quick diagrams right inside the agent.
• 🔒🛡️ Security Hardening: Stricter data scoping and safer prompt handling to protect users and IP.
• 📏🧵 Max-Token Upgrades: Less truncation, better long-context stability in complex workflows.
• 🏗️🧹 Core Refactor: A faster, cleaner foundation you can trust in production.

Request a demo →

Auto-Context: Zero-Friction Starts, Every Time

Most agent experiences struggle with the warm-up: you paste background docs, restate goals, add policies—and only then can you get to work. Auto-Context eliminates that friction.

• Org-level context (definitions, policies, tone, glossary) and assessment-level context (goal, rubric, constraints) now load automatically at session start.
• Your first prompt can be as short as “Compare candidates A and B” or “Draft the remediation plan” and the agent already knows the rules of the game.

Why it matters: Faster ramp-up for users, fewer context mistakes, and crisp, repeatable outputs—especially across large teams or standardized assessments.

Pro tip: Keep org context timeless (brand voice, policy) and push scenario-specific nuance into assessment context. You’ll get maximum reuse with minimum drift.

Drawing Table: Visual Thinking, Without Leaving the Chat

Sometimes the shortest path to clarity is a sketch. The new Drawing Table adds lightweight diagramming and structured visuals directly inside the agent:

• Drag-and-drop boxes, arrows, swimlanes, and tables for quick flows, comparisons, or checklists.
• Iterate collaboratively—ask the agent to add steps, label transitions, or convert a sketch into prose and vice-versa.
• Export or embed the diagram back into your docs or tickets.

Use it for: onboarding flows, incident timelines, policy decision trees, rubric comparisons, data mappings, or any “whiteboard+words” moment.

Want to try the Drawing Table live? Request a demo

Security Hardening: Defense-in-Depth, Built-In

We’ve tightened guardrails across the stack to keep your data safe and your outputs dependable.

• Stricter data scoping: The agent only sees what it should, when it should—minimizing accidental exposure across teams or tenants.
• Safer prompt handling: Improved controls to mitigate prompt-injection tactics and reduce the risk of jailbreak-style behavior.

Outcome: Greater confidence for regulated industries, multi-team deployments, and high-stakes workflows where provenance and principle of least privilege matter.

Need a security deep-dive? Contact us

Max-Token Upgrades: Longer Contexts, Fewer Cutoffs

Long artifacts—RFPs, audits, knowledge bases—often blow past model limits. Our updated max-token handler reduces truncation and improves stability when working with long contexts.

• Smarter token budgeting means more of what matters gets included.
• Fewer mid-stream cutoffs, more consistent reasoning on extended inputs.

Result: Higher-quality analysis on big documents and less time wrangling excerpts.

Architecture Refactor: Reliability You Can Feel

Under the hood, we’ve rebuilt core components for greater reliability and maintainability:

• Clearer boundaries between context ingestion, reasoning, and action layers.
• Faster issue resolution and safer iteration for new features—without destabilizing your daily workflows.

Translation: fewer surprises, faster performance improvements, and a platform that scales with your roadmap.

What This Unlocks

• Consistent assessments at scale: Auto-Context ensures every evaluator or candidate operates under the same rules.
• Faster decision-making: Diagram a process in minutes and turn it into executable steps or documentation.
• Enterprise-ready deployments: Stronger scoping and safer prompts keep teams confident as usage grows.
• Deep-document work: Handle long materials with less manual chunking and better continuity.

See It For Yourself

• Request a demo to explore Auto-Context, the Drawing Table, and long-context handling on your own workflows.
• Contact us for pricing, security reviews, or implementation guidance.

Your agent just got smarter, safer, and more visual. Time to put it to work.

‍