demodoc — forward deploy
forward deploy Custom AI, built on your stack. We design and build bespoke agents and automations — equipped to browse, enrich, generate, and act — then wire them into the models, CRM, comms, and design tools your team already runs on — with deterministic guardrails, so the output is auditable, not a black box.
Book a consultation→
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models crm comms cloud workspace design
Claude Gemini ChatGPT Open-Source LLMs Salesforce HubSpot Email Slack WhatsApp Social AWS GCP Azure Google Drive OneDrive Figma Canva
what we deliver
Agents with tools. Content on autopilot. ⌬
Research agents → Slack, email, CRM Agents browse web and social, enrich records, and push ranked updates where your team works.
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Content pipelines → CMS, email, ads On-brand pages, campaigns, and creative generated straight into your publishing tools.
lifecycle Deployed like software. A repeatable standard for shipping research agents and content pipelines — deterministic where it counts, evaluated against real outputs, and under your control. You direct the agents; you don't hand them the wheel.
▸ integrate Connect agents and automations to your models, data, and tools.
▸ evaluate Test against real outputs — measure signal, accuracy, and brand fit.
▸ iterate Refine the context you extract and the brand voice you generate until it's production grade.
Discuss your build. Book a consultation→
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