Ship AI agents that
save hours every week
We build production-ready automations—support agents, lead qualification, and internal tools— deployed into your stack in weeks. No decks. Just measurable ROI.
Built like an agency. Scales like software.
Our Services
Everything you need to go from AI idea to production deployment.
Automation Sprints
We pick one high-leverage workflow and ship it end-to-end with integrations, monitoring, and handoff.
AI Agents
Customer support agents, internal copilots, lead qualification—grounded in your data with guardrails.
Systems Integration
Connect AI to the tools you already use: HubSpot, Zendesk, Slack, Google Workspace, and databases.
Reliability & Safety
We make sure it works in the real world: monitoring, redaction, prompt policies, and rollback plans.
Your Fractional AI Team
When you don’t have the bandwidth (or the team) to build AI in-house, we embed and ship like a product team.
Start shipping faster today
Not sure what you need?
Schedule a free consultation→What we can ship in 2–4 weeks
Pick a high-leverage workflow. We’ll build, deploy, and instrument it so you can measure ROI fast.
AI Support Agent
Deflect tier-1 tickets and answer FAQs with your docs, policies, and product data.
Lead Qualification
Score inbound leads, enrich accounts, and route to sales with clear reasoning.
Ops Automation
Turn messy inbox + spreadsheets into reliable workflows with approvals and audit logs.
Internal Tools
Dashboards and copilots that connect your CRM, billing, and analytics in one place.
Content at Scale
On-brand email sequences, landing pages, and ads—generated + reviewed in your pipeline.
Compliance & Guardrails
Prompt policies, redaction, evals, and monitoring so AI stays safe and reliable.
How we work
A tight loop designed for SMBs: pick a workflow, ship it, measure ROI, iterate.
Discovery
We start by understanding your business, data landscape, and constraints. What problems are you solving? What's the potential ROI?
Prototype
Build a working proof-of-concept in weeks, not months. Validate assumptions, test with real data, and prove value before scaling.
Production
Harden the system for real-world use. Security, monitoring, error handling, and seamless integration with your existing stack.
Scale
Optimize performance, expand capabilities, and measure impact. We help you grow the system as your needs evolve.
What we ship (examples)
Concrete deliverables you can use immediately—built into your existing tools.
AI Support Agent for Tier‑1 Tickets
- RAG over KB + policies
- Escalation rules + handoff
- Daily review queue for edge cases
- Dashboard for deflection + top intents
Ops Automation for Intake + Routing
- Auto-triage + classification
- Approval flow for exceptions
- Auto-create tasks + routing
- Audit log + runbook
Lead Qualification + Follow‑ups
- Lead scoring + routing rules
- Enrichment and tagging
- Personalized follow-ups
- Reporting for pipeline impact
Results vary by workflow volume, tooling, data quality, and operating constraints.
Why Hashbreak?
We’re an AI-native agency: software-like execution with service-level outcomes.
We Ship
No decks-first consulting. We build working systems and ship pilots quickly so you can measure value.
Product-Minded Engineers
We work like a small product team: clear scope, weekly demos, real deployments, and reliable handoff.
Battle-Tested
We’ve shipped automation, data systems, and AI products across multiple industries. We bring patterns that work.
Business-First
We optimize for outcomes: hours saved, tickets deflected, revenue lift—tracked from day one.
You won’t get passed around
SMB teams move fast. We keep communication direct and execution tight so you get a workflow shipped quickly—with measurable ROI and reliable operations.
- Founder-led delivery (you work with the builder, not an account layer)
- Small, senior team optimized for shipping and iteration
- Fixed scope, clear success metric, weekly demos
- Production-first: monitoring, guardrails, rollback paths
“If we can’t ship a measurable win in the first few weeks, we shouldn’t take the engagement. On the fit check, we’ll pick one workflow, define a success metric, and map the integrations. If it’s not a fit, I’ll tell you.”
Tell us which workflow you want to automate and what tools you use. We’ll respond with a pilot recommendation.
Send detailsSimple pricing
Clear packages designed for SMBs. Start small, prove ROI, then scale.
Pilot
Ship one workflow end-to-end.
- Discovery + ROI target
- One production-ready automation/agent
- Deploy + monitoring + handoff
- Fixed scope + success metric
- Weekly demos + iteration loop
Pilot guarantee: if we miss the agreed success metric at handoff, we’ll either work an additional 2 weeks at no cost or refund 25% of the pilot fee.
Build
Multiple workflows + integrations.
- 2–3 workflows shipped
- CRM/helpdesk/data connectors
- Evaluation + guardrails
- Team enablement + docs
Scale
Ongoing improvements and new automations.
- Roadmap + quarterly planning
- Reliability, cost, and latency optimization
- Security/compliance support
- Dedicated engineering capacity
Pricing depends on scope and integrations. We’ll confirm a fixed scope before work starts.
Is this a fit?
We’re built for SMB teams who want one workflow shipped, deployed, and measured fast.
- You have a repeatable workflow (support, ops, sales, marketing) that burns hours every week
- You use tools like HubSpot/Zendesk/Slack/Google Workspace and want them connected
- You care about measurable ROI (hours saved, deflection, response time, revenue lift)
- You want a fixed-scope pilot shipped fast—not an open-ended “AI transformation”
- You want a research project or “cool demo” without a production path
- You can’t provide access to the tools/data needed for the workflow
- You’re looking for a general-purpose dev shop (we focus on AI automation + agents)
- You need an enterprise procurement process before a small pilot can start
If you’re unsure, we’ll do a quick fit check and tell you honestly.
Book a 15-minute fit checkBuilt to be safe and reliable
AI is only useful if it behaves predictably. We ship with practical guardrails from day one.
Access controls
We use least-privilege access and keep integrations scoped to the workflow.
Guardrails
Prompt policies, tool permissions, and human-in-the-loop for sensitive actions.
Evaluation
Basic test sets + checks so quality doesn’t regress when prompts or data change.
Monitoring
Logging and alerting so you can see usage, failure modes, and ROI over time.
Rollback paths
We design workflows so you can pause or revert safely if something looks off.
Documentation
Runbooks and handoff so your team can operate and extend the system.
Specific security requirements vary by tool/data access. We’ll align on constraints in discovery.
Frequently Asked Questions
Everything you need to know about working with us.
What does a pilot cost?
How long does it take?
Do we need clean data?
Will this be secure?
Will we own the work?
What if we don’t have an AI team?
Book a 15-minute fit check
Tell us the workflow you want to automate. We’ll confirm feasibility and propose a pilot scope with success metrics.
- A recommended “pilot workflow” and what to automate first
- A realistic timeline (usually 2–4 weeks) and integration plan
- A success metric to track ROI (hours saved, deflection, response time, pipeline lift)