AI Agents and Automations That Engineer Growth
From intelligent workflow automation to autonomous AI agents, Fireworks builds the systems that let your business do more with less. We connect AI to your data, tools and teams so work gets done faster, customers get answers instantly and growth stops depending on headcount.
Our AI & Automation Capabilities
Eight ways we put AI to work inside your business, each designed around a measurable growth outcome.
AI Agents
Autonomous agents that plan, reason and act across your tools to complete multi-step work, with a human in the loop where it matters.
- Task-planning agents
- Tool & API calling
- Multi-agent orchestration
- Approval checkpoints
- Audit trails
Intelligent Workflow Automation
End-to-end automation of the repetitive processes that slow your team down, from data entry to approvals and reporting.
- Process mapping
- Document & email processing
- Approval routing
- Back-office automation
- Exception handling
AI Chat Assistants
Website and messaging assistants trained on your business that answer questions, qualify leads and book appointments around the clock.
- Website & WhatsApp chat
- Lead qualification
- Knowledge-base answers
- Booking & scheduling
- CRM hand-off
AI Voice Agents
Natural-sounding voice agents that handle inbound calls, follow-ups and reminders, and pass complex calls to your team.
- Inbound call handling
- Outbound follow-ups
- Appointment reminders
- Call summaries
- Live transfer to staff
AI-Powered Applications
Web and mobile products with AI built into the core, so your customers and staff get smarter tools, not just more screens.
- AI features in web apps
- Smart search & recommendations
- Content generation
- Internal copilots
- Customer portals
Custom & Fine-Tuned Models
Right-sized language models and retrieval systems grounded in your own data, for accuracy, privacy and lower running costs.
- Retrieval-augmented generation
- Model fine-tuning
- Private deployments
- Prompt & eval pipelines
- Cost optimisation
Predictive Analytics
Forecasting and scoring models that help you see demand, churn and revenue before they happen.
- Demand forecasting
- Lead & churn scoring
- Revenue prediction
- Anomaly detection
- Pricing insights
Data Engineering & Dashboards
Clean, connected data pipelines and live dashboards that give your AI systems, and your leadership team, a single source of truth.
- Data pipelines & ETL
- CRM & ERP integration
- Real-time dashboards
- Data warehousing
- KPI tracking
What Intelligent Automation Delivers
AI is only worth it when it moves the numbers that matter to your business.
Leaner Operations
Hand repetitive work to automations and agents so your people focus on decisions, customers and growth.
Faster Decisions
Live data and predictive insight replace guesswork, so you can act on what is happening now.
More Revenue per Head
Respond to every lead instantly, follow up consistently and serve more customers without adding headcount.
Systems That Scale
Cloud-native architecture that grows with your business instead of breaking under it.
Security & Governance
Access controls, data privacy and human oversight designed in from day one.
How We Deliver
A clear, four-stage process that takes you from idea to a live system that keeps improving.
- 01. Discover & Assess
We map your workflows, data and tools to find where automation and AI will create the biggest growth impact.
- 02. Design the Solution
We define the agents, automations and integrations, along with the success metrics and guardrails.
- 03. Build, Integrate & Test
We engineer the system, connect it to your CRM, apps and data, and test it against real scenarios.
- 04. Launch & Improve
We deploy, monitor performance and keep refining so results compound over time.
Why Fireworks for AI
We start with the business result you want, then design the AI and automation that delivers it.
Every agent and workflow is engineered around your processes, data and tools.
We define success metrics up front and track hours saved, costs reduced and revenue gained.
Private data stays private, with role-based access, logging and compliance-aware deployments.
Strategy, engineering, integration, launch and support from one team.
We keep monitoring, improving and extending your systems as your business grows.
Frequently Asked Questions
What is the difference between automation and an AI agent?
Traditional automation follows fixed rules: when X happens, do Y. An AI agent can read context, make judgement calls and choose which steps and tools to use to reach a goal. Most of our builds combine both, using rules where things are predictable and agents where they are not.
Will it work with the software we already use?
Yes. We integrate with common CRMs, help desks, accounting tools, calendars, messaging platforms and databases, and build custom connectors where no off-the-shelf option exists.
How long does a project take?
A focused automation or chat assistant can go live in a few weeks. Larger multi-agent or data projects typically take two to four months, delivered in stages so you see value early.
Is our data safe?
We design every system with access controls, encryption and logging, and can deploy models privately so your data is never used to train public models.
Do we need an in-house technical team?
No. We handle design, build and maintenance. We also train your team to use and oversee the systems confidently.
How do you measure success?
Before we build, we agree on clear metrics such as hours saved, response times, conversion rates or cost per task, and report against them after launch.
Ready to Put AI to Work in Your Business?
Tell us where your team loses time. We will show you what can be automated and the growth it can unlock.
Talk to a Growth Engineer