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AI & System Readiness Audit

Architecture review, risk surface, prioritised action plan. No obligation.

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Sharp Sprint

Fixed scope, senior engineers, working software. Skip the long discovery.

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AI agent development services from technology experts.

Teamvoy is an AI agent development company built around production engineers, not consultants. We design, build, and operate AI agents that survive real traffic, real data, and real users.

Trusted by engineering teams shipping AI in production.

brand logo for cardb: a yellow diamond icon with a stylized mark, followed by the word 'cardb' in yellow.
midland first bank logo.
reflect logo with white lowercase letters on a dark background
nasdaq logo: blue stylized 'n' mark followed by gray 'nasdaq' text.
amitipi logo: blue triangle icon next to the word 'mitipi' in blue text.
market access digit logo with a stylized left graphic and the text 'market access digit'
ecoblock logo: blue square icon with a green outline/overlay and the word ecoblock in green and blue.
velory wordmark logo in gray lowercase letters with a small underline under the 'velo' portion
neopenda logo: teal circle with a blue waveform and the word neopenda in blue lowercase letters.
garrison flood control logo
brand logo for cardb: a yellow diamond icon with a stylized mark, followed by the word 'cardb' in yellow.
midland first bank logo.
reflect logo with white lowercase letters on a dark background
nasdaq logo: blue stylized 'n' mark followed by gray 'nasdaq' text.
amitipi logo: blue triangle icon next to the word 'mitipi' in blue text.
market access digit logo with a stylized left graphic and the text 'market access digit'
ecoblock logo: blue square icon with a green outline/overlay and the word ecoblock in green and blue.
velory wordmark logo in gray lowercase letters with a small underline under the 'velo' portion
neopenda logo: teal circle with a blue waveform and the word neopenda in blue lowercase letters.
garrison flood control logo

Teamvoy has delivered engineering work for Nasdaq, Panasonic, Afriland First Bank, and 50+ other companies since 2013.

5 /5

Verified B2B client reviews from fintech, insurance, healthcare, and hi-tech engagements.

4.9 /5

A B2B review platform that connects businesses with verified software solutions providers.

4.7 /5

Transparent platform where current and former employees share company reviews and interview experiences.

What problems AI agent development services actually solve.

Five problem categories where AI agents earn their keep. If the work in front of you sounds like one of these, an agent may be the right tool. If it does not, we will tell you.

We do not start with AI

We start with the business problem, map the workflow, and identify where work can be handled faster or with less manual effort.

  • Customer support and operations. Too many requests. Too many manual steps. Too much time spent moving between systems. The agent handles routine work, pulls the information it needs, takes simple actions, and passes complex cases to the right person with the full context already attached.

  • Personalized recommendations from live behavior. Users change their behavior faster than most systems can react. The agent looks at what happened a minute ago, combines it with business rules and available data, and decides what to show next.

  • Business analysis and decision support. The same reports get built every week, often by skilled people who should be spending time elsewhere. The agent gathers the data, runs the analysis, highlights unusual changes, and prepares the summary. Teams spend less time building reports and more time deciding what to do next.

  • Audits and compliance review. Reviewing documents is important work, but much of it follows the same process every time. The agent checks documents against defined rules, flags missing information, points out exceptions, and sends findings to the appropriate reviewer.

  • Generation work at scale. The volume of content, documentation, code, and analysis often grows faster than teams can handle. The agent prepares the first version based on the available context and requirements. People review the output, make changes where needed, and approve the final result.

Build AI agents that do real work, not just answer questions.

AI Development Services We Offer

Agent design and architecture

Teamvoy designs the agent: tool choice, planning loop, state model, human approval checkpoints. The eval harness specification is part of the architecture.

Agent build and integration.

Teamvoy builds the agent into the existing stack. APIs, queues, observability, fallback logic, audit trails. Production-grade from the first pull request.

Agent operations and observability.

Teamvoy runs the agent in production. Eval suite, monitoring, regression detection, cost control, model fallback.

Why choose Teamvoy for AI agent development services.

Creating an intuitive, captivating software product that attracts and retains your audience is the key to your business growth. Explore our digital product design services to get the expert support you need:

01 • 04

Shipped agents in production.

We built and operated agents under real traffic. They have hit the second-tool-call failure mode. They have written the postmortem and fixed the root cause.

02 • 04

Think-first approach.

First ask what problem the agents should resolve, what the KPI is, and what success means for the agents. Define the baseline. Then iterate.

03 • 04

Stack that fits your business needs and regulatory requirements.

We work directly with the Anthropic SDK, OpenAI Agents SDK, and open-model APIs. We build thin orchestration layers, not closed-framework wrappers. You can switch the underlying model without rewriting the application.

04 • 04

Direct communication.

We work from your business goal, not our preferred stack. We will tell you when something is not worth building. We raise trade-offs early, while changes are still cheap.

AI Agent Development Success Stories

FREE • NO OBLIGATION

AI Agent Readiness Audit

Teamvoy reviews your agent (or your agent plan), surfaces the production risks, and delivers a clear action plan.

2 Weeks • Fixed scope

Sharp Sprint

Senior engineers. Working software at the end. For teams that already know what the agent needs to do.

This week

15-min Technical Call

Direct call with a senior AI agent engineer. We talk about what is breaking, where the real risk sits, and what can be fixed first.

TOPIC
OTHER AI AGENT VENDORS
TEAMVOY
Engagement model
Staff augmentation. You manage the delivery.
Full ownership. We own architecture, eval harness, and production behavior.
Team
Juniors on the prompts. Seniors on the pitch.
Senior-led from day one. The engineer on the call writes the agent
Agent reliability
Ships at demo quality. Fails at the second tool call.
Production-grade. Eval suite is a delivery requirement.
Observability and fallback
Added later, if at all.
Built in from the first pull request.
Framework lock-in
Closed agent platform. Cannot switch models.
Open stack. Anthropic, OpenAI, open models. Switchable.
Compliance posture
Generalists learning on your project.
SOC 2, DORA, HIPAA, PCI DSS, EU AI Act engineered in.
Cost in production
Surprised by token bills.
Cost monitored from week one. Per-call budgets and fallback.
Vendor rescue
“Not our scope.”
Inherited agents and broken handoffs are where we are strongest.
Accountability
Consultants who hand off.
Long-term partner. We stay until the agent works.

What our AI agent engineers work in.

Frontier and open models

Agent frameworks and infra

Cloud, vectors, and data

Eval and observability

Languages and application layer

Answers before the first call.

Book a Call

We engineer for:

HIPAA
DORA
EU AI Act
SOC 2
PCI-DSS
BaFin
PSD2
FCA
GDPR
NHS Digital
Fastest way in: Book a 15-minute technical call this week.
PREFER email?
Urgent — AI in production failing or vendor rescue: call directly.
Response within one business day.
bohdan varshchuk, cto
Tell us which pilot is stuck — and what shipping it would unlock.
A senior engineer answers this form. Not a sales inbox. Reply within one business day. NDAs available on request.

Tell Us What Is Breaking