What is Dexxter?

The enterprise AI platform built on a proprietary harness

The intelligence between your people and the AI models — the layer that makes agents actually work.

The Platform

AI that does the work

Dexxter runs a fleet of specialized AI agents — each with a defined role, deep memory, connected tools, and the ability to hand off work to each other. You talk to them like people. They get things done.

Telegram-Native Interface

No app to install. No dashboard to learn. Message your agent the same way you message a person. It's on 24/7.

“Pull up our top 5 open Salesforce deals” → done in 8 seconds

Agent-to-Agent Handoffs

When your agent needs legal review on a contract, it routes to the legal agent automatically. You never switch interfaces — everything comes back to you through one bot.

“Draft an NDA for the new partnership deal” → legal agent briefs within minutes, NDA arrives

Live CRM Integration

Read and update Salesforce, HubSpot, or your CRM directly from a message. No login. No dashboard.

“Mark the enterprise deal as Closed Won” → updated in your CRM immediately

Document Intelligence

Send any file — contract, PDF, deck, spreadsheet. The agent reads it, extracts what matters, and acts on it. Outputs in any format.

Send a 40-page vendor agreement → key terms extracted, risk flags identified, summary in under 60 seconds

Real-Time Research

Web search, SEC filings, court records, social media — all accessible instantly. Cited, sourced, ready to use.

“Who are the top 5 sponsors in our target market right now?” → research compiled with sources

On-Demand Creative

Design assets, pitch decks, one-pagers, social graphics, motion content — built to spec from a single message.

“Build a 3-slide summary of our patch proposal” → deck ready in 4 minutes

The Harness

Why most AI deployments fail

Stanford's IRIS Lab published research in 2026 proving that the AI model is not the differentiator — the harness is. The harness is the layer between the model and your business: what it sees, what it remembers, how it behaves, what it's allowed to do.

Performance gap between a well-harnessed agent and a generic AI deployment on the same underlying model.

65%

Of enterprise AI failures trace to three harness defects — not model quality.

The Dexxter Harness Stack

01
Policy Engine
What It's Allowed to Do

Real-time enforcement on every message. Prevents credential leaks, blocks destructive actions, flags unverified claims before they reach you. Agents cannot bypass it.

02
Memory Architecture
What It Knows

Session memory, long-term memory, shared organizational knowledge, semantic recall across past conversations. Agents never start from zero.

03
Skills System
What It Can Do

5,400+ community skills plus custom proprietary skills built from your organization's actual workflows. The agent loads the right capability for the task automatically.

04
AI Model
The Commodity Layer

Claude, GPT, Gemini — these are the engine. The harness is the car. You can swap engines. You cannot replicate the car.

“The performance of large language model systems depends not only on model weights, but also on their harness: the code that determines what information to store, retrieve, and present to the model.”
— Meta-Harness: End-to-End Optimization of Model Harnesses, Stanford IRIS Lab, March 2026
Skills Library

5,400+ capabilities. Instantly deployable.

Skills are modular capability packages — each one teaches an agent how to do a specific type of work with precision. From community-built integrations to proprietary workflows built for your organization. New skills can be deployed in minutes.

Legal

CourtListener

Case law search, precedent research, contract clause validation with real citations.

Design

Design System

Polished UI layouts, smooth motion design, production-grade frontend components.

CRM

Salesforce

Read/write opportunities, contacts, accounts, tasks — from a single message.

Finance

SEC EDGAR

10-K, 10-Q, 8-K, XBRL financial facts on any public company — no key required.

Research

Market Intelligence

Competitive landscapes, TAM/SAM analysis, industry reports with citations.

Social

TikTok & YouTube

Scrape, transcribe, and analyze any video — trends, competitor content, insights.

Documents

PowerPoint / Word / PDF

Create, edit, and extract from any document format natively.

eSignature

DocuSign

Send contracts for signature, track status, receive alerts — from Telegram.

Custom

Your Workflows

Any repeatable process can be encoded as a skill and deployed fleet-wide.

Self-Learning Memory

Gets smarter every session

Most AI tools reset between conversations. Dexxter agents accumulate knowledge — from your preferences, your clients, your workflows, your corrections. The longer you use it, the better it knows you.

  1. Session 1

    You introduce a new contact. “Our main contact is the VP of Partnerships at a target account. They prefer bullet-point summaries and visual proposals.”

  2. Session 3

    Without being told, every proposal for that account goes out with a visual cover, bullet-point body, and one-pager attached. You never repeat yourself.

  3. Session 7

    After completing a patch sponsorship proposal, the agent captures the approach as a reusable skill. The next proposal is 4× faster.

  4. Week 4

    The Harness Auditor reads all recent sessions, identifies a failure pattern, and proposes a targeted fix. Approved. Failure stops.

  5. Month 3

    A new team member joins. The agent already knows the organization's clients, deal history, communication standards, and preferred formats. Zero onboarding time.

7 Memory Layers

Session → Long-term → User preferences → Shared org knowledge → Skills library → Semantic recall → Backup. Every layer feeds the next.

Self-Healing Harness

Weekly automated analysis of all agent sessions. Failure patterns detected. Targeted fixes proposed. The platform repairs itself.

Enterprise Use Cases

Where Dexxter changes the game

The platform is domain-agnostic. The same harness that runs a sports partnership team can run a pharma contract team, a financial operations team, or a franchise sales team.

Sports & Entertainment

Partnership & Sponsorship Operations

Agents handle sponsor research, proposal generation, contract drafting, and CRM updates. Reps focus on relationships. The agent handles the paperwork.

Proposal cycle from 3 weeks to 2 days

Healthcare / Life Sciences

Contract & Compliance Intelligence

Agents review vendor agreements, flag non-standard clauses, cross-reference regulatory databases, and route to legal — all before a human reads the document.

Contract review time cut by 70%

Financial Services

Deal Flow & Due Diligence

Agents pull SEC filings, earnings history, competitive positioning, and court records on any company in seconds. Analysts get a complete brief before the first call.

Due diligence brief from 4 hours to 8 minutes

Real Estate & Construction

Lease & Vendor Management

Agents track key dates, renewal windows, vendor performance, and compliance requirements across every property. Flag issues before they become problems.

Zero missed renewal windows

Franchise / Multi-Unit

Operations Intelligence at Scale

Deploy a dedicated agent per location or region. Each one knows local conditions, tracks performance against benchmarks, and escalates anomalies in real time.

Centralized visibility across 50+ locations

Professional Services

Client Intelligence & Delivery

Agents know every client's history, preferences, open items, and relationship context. Before every meeting, a full brief is ready. After every meeting, action items are logged.

Client retention through institutional memory

“The value isn't in the LLMs. Everyone has access to the same models. The value is in what you build around them — the hooks, the policy engine, the memory structure, the skills. That is the product. That is the moat.”

— Founder, Projixx LLC

Ready to see it in action?

See a live Dexxter agent handling real work — research, proposals, CRM updates — in real time.

Or reach out directly: enterprise@projixx.com