AI Agents Library — new for 2026
Find where AI willmake or save you money.Then build it.
SHARK AI helps growing companies find where AI creates real value, build the highest-ROI agents and workflows, and grow them into a company-wide AI capability. We start at your current maturity level and build alongside your team, using your tools and your numbers.
Placeholder logos. Add approved client marks (SVG/PNG) to assets/img/clients/ before launch.
AI Growth Roadmap
One path. Three ways in.
Start where your business actually is — each stage is a self-contained engagement that compounds into the next.
Founder AI Accelerator
“I know AI matters, but I want to use it well before I invest across the company.”
One-on-one working sessions with an AI mentor. We build a personal AI assistant around your tasks — inside the tool you already use — and teach you to run, check and improve it yourself.
- 8 private sessions, 90 minutes each
- 5–6 Quick Wins on your real work
- Instructions, templates and a playbook
- A 90-day next-step plan
Business AI Accelerator
“We already use AI, but we need to know where it will actually make or save money.”
We scan the business, rank the strongest AI opportunities by ROI and build production agents adapted from our library.
- 3–4 week Business Scan
- 6–10 opportunities ranked by ROI
- One clear first-build decision
- Production agents from our library
Company AI OS
“We have seen AI work. Now we need a secure foundation that scales across the company.”
Turn owned agents into one company AI OS: shared context, connected tools, governance and a senior team that keeps it improving.
- Unified AI workspace and agent hub
- Secure tool and data connections
- Shared company knowledge
- Governance, monitoring and control
Business outcomes
Build more than an AI pilot.
The goal is not to add another tool. It is to create lasting operating capacity inside your business.
Increase capacity
Reduce repetitive work so the business can grow without increasing headcount at the same rate.
The long tail, ranked
Every Scan dots the remaining families by value and feasibility — the first build comes from the top-right corner.
Improve execution
Turn multi-step manual processes into reliable, measurable workflows.
Activate company knowledge
Make approved internal context available where teams need it.
Create reusable AI capability
Build a foundation that supports more than one isolated use case.
Protect human authority
Keep approval gates, permissions and accountable decision-making in the workflow.
Keep improving
Monitor performance, refine the system and add the next high-value use cases over time.
From pilot to operating habit
The families where owned agents reliably pay for themselves first.
- Client reporting and performance insights
- Market
- account and lead research
- Proposal and presentation development
- Company knowledge search and synthesis
Case studies
How Curve turned AI ambition into a quantified roadmap.
Curve was already experimenting with AI. The challenge was deciding what to build, how to sequence the work and where the economics justified investment. A three-week AI Business Scan created a decision-ready view of the opportunity.
Potential value was modeled from discovery inputs and agreed assumptions. Actual results depend on implementation, adoption and operating conditions.
Ranked across 10 candidate use cases in the three-week Curve scan.
Modeled monthly capacity across reporting, research and intake work.
Every use case scored for value, feasibility and adoption.
From kickoff to a decision-ready, costed plan.
AI Agents Library
Twelve production agents, ready to deploy in your business.
Six agents for Series A startups, six for Series B scale-ups — every agent in the library is already designed, built and running in real companies. We adapt the highest-ROI ones to your processes, your tools and your data.
Our team
Business thinkers and AI builders on one team.
A senior group of AI engineers and architects. The people who find your opportunities are the people who build them.
Arthur Sh
Co-founder · CEO
Owns strategy, client relationships and the business side of every engagement.
Evgenii
AI Engineer
Owns the platform, the agent library and the engineering behind every build.
Daniil
Co-founder · LFD
Designs the product experience — from agent interfaces to client deliverables.
Arthur K
Co-founder · LBD
Owns functionality: turns designs into reliable, production-grade systems.
Photos and names from the Pergament.AI team page.
Why choose us
Why teams choose SHARK AI.
The large consultancies tell you whether you are ready. We tell you exactly what to build, what it is worth, and then we build it with you.
Business-first, not tool-first
We start with your business, your numbers and your constraints, not with a tool we want to sell.
AI-first ourselves
We use AI in our own work every day, not just in client presentations.
One team from plan to production
The people who find the opportunities are the people who build them.
Startup speed, disciplined delivery
Small-team speed with the delivery discipline built on complex enterprise projects.
Senior AI builders
You work directly with experienced AI engineers and architects who ship real systems.
Built for your ownership
You keep the roadmap, workflows, architecture and IP. We build capability, not dependency.
Insights for AI-first leaders
Practical guidance from strategy to scale.
Clear explanations, decision frameworks and field-tested lessons for leaders building AI into the way their company operates.
AI Maturity Levels for SMBs: Where Should Your Company Start?
A simple, four-level model to diagnose where your company actually is, and the right next move for each stage.AI Agents & WorkflowsWhat Is an AI Business Scan, and When Does Your Company Need One?
How a structured scan compares opportunities on value, feasibility, data readiness, security and adoption.Company AI OSWhat Is a Company AI OS? A Plain-English Guide for Business Leaders
The secure operating layer that connects knowledge, tools, agents and controls, without rebuilding for every use case.FAQ
Questions leaders ask us first.
Start with one conversation
Thirty minutes to a costed, prioritized plan.
Tell us where your company is today and what you want to improve. It is enough to size the work, put a fixed price on it and point you to the right next step.
from first call to a sized
workflow families evaluated in every scan
Ready to find out where AI pays off for you?
No obligation. Even a company that never builds anything leaves with a costed, prioritized plan it owns.